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math9912167 | 1631980677 | Author(s): Kuperberg, Greg; Thurston, Dylan P. | Abstract: We give a purely topological definition of the perturbative quantum invariants of links and 3-manifolds associated with Chern-Simons field theory. Our definition is as close as possible to one given by Kontsevich. We will also establish some basic properties of... | Two other generalizations that can be considered are invariants of graphs in 3-manifolds, and invariants associated to other flat connections @cite_16 . We will analyze these in future work. Among other things, there should be a general relation between flat bundles and links in 3-manifolds on the one hand and finite c... | {
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"This note is a sequel to our earlier paper of the same title [4] and describes invariants of rational homology 3-spheres associated to acyclic orthogonal local systems. Our work is in the spirit o... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
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{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
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{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_16: This note is a sequel to our earlier paper of the same title [4] and describes invariants of rational homology 3-spheres associated to acyclic orthogonal local systems. Our work is in the spirit of the Axelrod–Singer p... | Author(s): Kuperberg, Greg; Thurston, Dylan P. | Abstract: We give a purely topological definition of the perturbative quantum invariants of links and 3-manifolds associated with Chern-Simons field theory. Our definition is as close as possible to one given by Kontsevich. We will also establish some basic properties of... |
cs9910011 | 2168463568 | A statistical model for segmentation and word discovery in child directed speech is presented. An incremental unsupervised learning algorithm to infer word boundaries based on this model is described and results of empirical tests showing that the algorithm is competitive with other models that have been used for simil... | Model Based Dynamic Programming, hereafter referred to as MBDP-1 @cite_0 , is probably the most recent work that addresses the exact same issue as that considered in this paper. Both the approach presented in this paper and Brent's MBDP-1 are based on explicit probability models. Approaches not based on explicit probab... | {
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"This paper presents a model-based, unsupervised algorithm for recovering word boundaries in a natural-language text from which they have been deleted. The algorithm is derived from a probability model of the source that generated t... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_0: This paper presents a model-based, unsupervised algorithm for recovering word boundaries in a natural-language text from which they have been deleted. The algorithm is derived from a probability model of the source that... | A statistical model for segmentation and word discovery in child directed speech is presented. An incremental unsupervised learning algorithm to infer word boundaries based on this model is described and results of empirical tests showing that the algorithm is competitive with other models that have been used for simil... |
cs9911003 | 2950670108 | We solve the subgraph isomorphism problem in planar graphs in linear time, for any pattern of constant size. Our results are based on a technique of partitioning the planar graph into pieces of small tree-width, and applying dynamic programming within each piece. The same methods can be used to solve other planar graph... | Recently we were able to characterize the graphs that can occur at most @math times as a subgraph isomorph in an @math -vertex planar graph: they are exactly the 3-connected planar graphs @cite_41 . However our proof does not lead to an efficient algorithm for 3-connected planar subgraph isomorphism. In this paper we u... | {
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"It is well known that any planar graph contains at most O(n) complete subgraphs. We extend this to an exact characterization: G occurs O(n) times as a subgraph of any planar graph, if and only if G is three-connected. We generaliz... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
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{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_41: It is well known that any planar graph contains at most O(n) complete subgraphs. We extend this to an exact characterization: G occurs O(n) times as a subgraph of any planar graph, if and only if G is three-connected. ... | We solve the subgraph isomorphism problem in planar graphs in linear time, for any pattern of constant size. Our results are based on a technique of partitioning the planar graph into pieces of small tree-width, and applying dynamic programming within each piece. The same methods can be used to solve other planar graph... |
hep-th9908200 | 2160091034 | Daviau showed the equivalence of matrix Dirac theory, formulated within a spinor bundle (S_x C _x^4 ), to a Clifford algebraic formulation within space Clifford algebra (C ( R ^3 , ) M _ 2 ( C ) P ) Pauli algebra (matrices) ≃ ℍ ⨁ ℍ ≃ biquaternions. We will show, that Daviau's map θ: ( : C ^4 M _ 2 ( C ) ) is an isomorp... | A further genuine and important approach to the spinor-tensor transition was developed starting probably with Crawford by P. Lounesto, @cite_6 and references there. He investigated the question, how a spinor field can be reconstructed from known tensor densities. The major characterization is derived, using Fierz-Kofin... | {
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"abstract": [
"A historical review of spinors is given together with a construction of spinor spaces as minimal left ideals of Clifford algebras. Spinor spaces of euclidean spaces over reals have a natural linear structure over reals, complex num... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_6: A historical review of spinors is given together with a construction of spinor spaces as minimal left ideals of Clifford algebras. Spinor spaces of euclidean spaces over reals have a natural linear structure over reals,... | Daviau showed the equivalence of matrix Dirac theory, formulated within a spinor bundle (S_x C _x^4 ), to a Clifford algebraic formulation within space Clifford algebra (C ( R ^3 , ) M _ 2 ( C ) P ) Pauli algebra (matrices) ≃ ℍ ⨁ ℍ ≃ biquaternions. We will show, that Daviau's map θ: ( : C ^4 M _ 2 ( C ) ) is an isomorp... |
cs9903014 | 1612660921 | We present an open architecture for just-in-time code generation and dynamic code optimization that is flexible, customizable, and extensible. While previous research has primarily investigated functional aspects of such a system, architectural aspects have so far remained unexplored. In this paper, we argue that these... | Pioneering research in dynamic runtime optimization was done by Hansen @cite_8 who first described a fully automated system for runtime code optimization. His system was similar in structure to our system---it was composed of a loader, a profiler, and an optimizer---but used profiling data only to decide when to optimi... | {
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"Abstract : This thesis investigates adaptive compiler systems that perform, during program execution, code optimizations based on the dynamic behavior of the program as opposed to current approaches that employ a fixed code generat... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_8: Abstract : This thesis investigates adaptive compiler systems that perform, during program execution, code optimizations based on the dynamic behavior of the program as opposed to current approaches that employ a fixed ... | We present an open architecture for just-in-time code generation and dynamic code optimization that is flexible, customizable, and extensible. While previous research has primarily investigated functional aspects of such a system, architectural aspects have so far remained unexplored. In this paper, we argue that these... |
cs9903014 | 1612660921 | We present an open architecture for just-in-time code generation and dynamic code optimization that is flexible, customizable, and extensible. While previous research has primarily investigated functional aspects of such a system, architectural aspects have so far remained unexplored. In this paper, we argue that these... | Hansen's work was followed by several other projects that have investigated the benefits of runtime optimization: the Smalltalk @cite_33 and SELF @cite_0 systems that focused on the benefits of dynamic optimization in an object-oriented environment; Morph'', a project developed at Harvard University @cite_16 ; and the ... | {
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"abstract": [
"Despite the apparent success of the Java Virtual Machine, its ... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_30: Despite the apparent success of the Java Virtual Machine, its lackluster performance makes it ill-suited for many speed-critical applications. Although the latest just-in-time compilers and dedicated Java processors tr... | We present an open architecture for just-in-time code generation and dynamic code optimization that is flexible, customizable, and extensible. While previous research has primarily investigated functional aspects of such a system, architectural aspects have so far remained unexplored. In this paper, we argue that these... |
cs9903014 | 1612660921 | We present an open architecture for just-in-time code generation and dynamic code optimization that is flexible, customizable, and extensible. While previous research has primarily investigated functional aspects of such a system, architectural aspects have so far remained unexplored. In this paper, we argue that these... | Common to the above-mentioned work is that the main focus has always been on functional aspects, that is how to profile and which optimizations to perform. Related to this is research on how to boost application performance by combining profiling data and code optimizations at compile time (not at runtime), including w... | {
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"1777393... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_35: Polymorphic inline caches (PICs) provide a new way to reduce the overhead of polymorphic message sends by extending inline caches to include more than one cached lookup result per call site. For a set of typical object... | We present an open architecture for just-in-time code generation and dynamic code optimization that is flexible, customizable, and extensible. While previous research has primarily investigated functional aspects of such a system, architectural aspects have so far remained unexplored. In this paper, we argue that these... |
cs9903018 | 1593496962 | Scripting languages are becoming more and more important as a tool for software development, as they provide great flexibility for rapid prototyping and for configuring componentware applications. In this paper we present LuaJava, a scripting tool for Java. LuaJava adopts Lua, a dynamically typed interpreted language, ... | For Tcl @cite_13 two integration solutions exist: the TclBlend binding @cite_11 and the Jacl implementation @cite_14 . TclBlend is a binding between Java and Tcl, which, as LuaJava, allows Java objects to be manipulated by scripts. Some operations, such as access to fields and static method invocations, require specifi... | {
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"abstract": [
"This paper describes the motivations and strategies behind our group’s efforts to integrate the Tcl and Java programming languages. From the Java perspective, we w... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_14: This paper describes the motivations and strategies behind our group’s efforts to integrate the Tcl and Java programming languages. From the Java perspective, we wish to create a powerful scripting solution for Java ap... | Scripting languages are becoming more and more important as a tool for software development, as they provide great flexibility for rapid prototyping and for configuring componentware applications. In this paper we present LuaJava, a scripting tool for Java. LuaJava adopts Lua, a dynamically typed interpreted language, ... |
hep-th9807171 | 1774239421 | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... | The main objective of this chapter was to study the basic @math -branes that one encounters in M-theory, and to treat them in a unified way. The need to unify the treatment is inspired by U-duality @cite_22 @cite_86 @cite_144 , which states that from the effective lower dimensional space-time point of view, all the cha... | {
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"Abstract The strong coupling dynamics of string theories in dimension d ⩾ 4 are studied. It is argued, among other things, that eleven-dimensional supergravity arises as a... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_86: Abstract The strong coupling dynamics of string theories in dimension d ⩾ 4 are studied. It is argued, among other things, that eleven-dimensional supergravity arises as a low energy limit of the ten-dimensional Type I... | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... |
hep-th9807171 | 1774239421 | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... | It should also not be underestimated that the derivation of the intersecting solutions presented in this chapter is a thorough consistency check of all the dualities acting on, and between, the supergravity theories. It is straightforward to check that, starting from one definite configuration, all its dual configurati... | {
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"@cite_61"
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"abstract": [
"Abstract The Bekenstein-Hawking area-entropy relation S BH = A 4 is derived for a class of five-dimensional extremal black holes in string theory by counting the degeneracy of BPS solition bound ... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_191: Abstract The Bekenstein-Hawking area-entropy relation S BH = A 4 is derived for a class of five-dimensional extremal black holes in string theory by counting the degeneracy of BPS solition bound states.
@cite_61: Abs... | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... |
hep-th9807171 | 1774239421 | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... | Some of the intersection rules intersectionrules point towards an M-theory interpretation in terms of open branes ending on other branes. This idea will be elaborated and made firmer in the next chapter. It suffices to say here that this interpretation is consistent with dualities if we postulate that the open characte... | {
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"@cite_176"
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"2032622195",
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"abstract": [
"Abstract Various aspects of branes in the recently proposed matrix model for M-theory are discussed. A careful analysis of the supersymmetry algebra of the matrix model u... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_143: Abstract Various aspects of branes in the recently proposed matrix model for M-theory are discussed. A careful analysis of the supersymmetry algebra of the matrix model uncovers some central changes which can be activ... | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... |
hep-th9807171 | 1774239421 | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... | In this chapter we presented only extremal configurations of intersecting branes. The natural further step to take would be to consider also non-extremal configurations of intersecting branes. There is however a subtlety: there could be a difference between intersections of non-extremal branes, and non-extremal interse... | {
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"@cite_81",
"@cite_16"
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"2086840642"
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"abstract": [
"Abstract We present non-extreme generalisations of intersecting p -brane solutions of eleven-dimensional supergravity which upon toroidal compactification reduce to non-ext... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_48: Abstract We present non-extreme generalisations of intersecting p -brane solutions of eleven-dimensional supergravity which upon toroidal compactification reduce to non-extreme static black holes in dimensions D = 4, D... | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... |
hep-th9807171 | 1774239421 | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... | Supergravity solutions corresponding to D-branes at angles were found in @cite_31 @cite_59 @cite_178 . The resulting solutions contain as expected off-diagonal elements in the internal metric, and the derivation from the equations of motion as in @cite_59 is accordingly rather intricated. | {
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"@cite_31",
"@cite_178",
"@cite_59"
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"2125497699",
"2048444779",
""
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"abstract": [
"A low-energy background field solution is presented which describes several D-membranes oriented at angles with respect to one another. The mass and charge densities for t... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_31: A low-energy background field solution is presented which describes several D-membranes oriented at angles with respect to one another. The mass and charge densities for this configuration are computed and found to sat... | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... |
hep-th9807171 | 1774239421 | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... | Other half-supersymmetric bound states of this class are the @math multiplets of 1- and 5-branes in type IIB theory @cite_95 @cite_0 , or more precisely the configurations F1 @math D1 and NS5 @math D5, also called @math 1- and 5-branes, where @math is the NSNS charge and @math the RR charge of the compound. The classic... | {
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"@cite_0",
"@cite_95"
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"2127535930"
],
"abstract": [
"The recent discovery of an explicit conformal field theory description of Type II p-branes makes it possible to investigate the existence of bound states of such objects. In particular, it is possi... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_0: The recent discovery of an explicit conformal field theory description of Type II p-branes makes it possible to investigate the existence of bound states of such objects. In particular, it is possible with reasonable pr... | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... |
hep-th9807171 | 1774239421 | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... | In @cite_106 (inspired by @cite_54 ) a solution is presented which corresponds to a M5 @math M5=1 configuration, which follows the harmonic superposition rule, provided however that the harmonic functions depend on the respective relative transverse space (i.e. they are functions of two different spaces). The problem n... | {
"cite_N": [
"@cite_54",
"@cite_106",
"@cite_89"
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"mid": [
"2065552713",
"1992572456",
""
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"abstract": [
"We derive an exact stringlike soliton solution of [ital D]=10 heterotic string theory. The solution possesses SU(2)[times]SU(2) instanton structure in the eight-dimensiona... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_54: We derive an exact stringlike soliton solution of [ital D]=10 heterotic string theory. The solution possesses SU(2)[times]SU(2) instanton structure in the eight-dimensional space transverse to the world sheet of the so... | The thesis begins with an introduction to M-theory (at a graduate student's level), starting from perturbative string theory and proceeding to dualities, D-branes and finally Matrix theory. The following chapter treats, in a self-contained way, of general classical p-brane solutions. Black and extremal branes are revie... |
1903.05435 | 2921710190 | In this work, we are interested in the applications of big data in the telecommunication domain, analysing two weeks of datasets provided by Telecom Italia for Milan and Trento. Our objective is to identify hotspots which are places with very high communication traffic relative to others and measure the interaction bet... | Nowadays, telecom companies use widely big data in order to mine the behaviour of their customers, improve the quality of service that they provide and reduce the customers' churn. Towards this direction, demographic statistics, network deployments and call detail records (CDRs) are key factors that need to be carefull... | {
"cite_N": [
"@cite_5"
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"2741581007"
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"abstract": [
"In a world of open data and large-scale measurements, it is often feasible to obtain a real-world trace to fit to one's research problem. Feasible, however, does not imply simple. Taking next-generation cellular network planning as... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_5: In a world of open data and large-scale measurements, it is often feasible to obtain a real-world trace to fit to one's research problem. Feasible, however, does not imply simple. Taking next-generation cellular network... | In this work, we are interested in the applications of big data in the telecommunication domain, analysing two weeks of datasets provided by Telecom Italia for Milan and Trento. Our objective is to identify hotspots which are places with very high communication traffic relative to others and measure the interaction bet... |
1903.05435 | 2921710190 | In this work, we are interested in the applications of big data in the telecommunication domain, analysing two weeks of datasets provided by Telecom Italia for Milan and Trento. Our objective is to identify hotspots which are places with very high communication traffic relative to others and measure the interaction bet... | For example, the authors in @cite_4 analyse an heterogeneous cellular network which consists of different types of nodes, such as macrocells and microcells. Nowadays a popular model is the one from Wyner @cite_0 , but it fails to fully capture a real heterogeneous cellular network because it is simplistic. Another appr... | {
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"@cite_0",
"@cite_9",
"@cite_4"
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"2131070905",
"",
"2005411736"
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"abstract": [
"The Wyner model has been widely used to model and analyze cellular networks due to its simplicity and analytical tractability. Its key aspects include fixed user locations and... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_0: The Wyner model has been widely used to model and analyze cellular networks due to its simplicity and analytical tractability. Its key aspects include fixed user locations and the deterministic and homogeneous interfere... | In this work, we are interested in the applications of big data in the telecommunication domain, analysing two weeks of datasets provided by Telecom Italia for Milan and Trento. Our objective is to identify hotspots which are places with very high communication traffic relative to others and measure the interaction bet... |
1903.05355 | 2968491849 | Learning the dynamics of robots from data can help achieve more accurate tracking controllers, or aid their navigation algorithms. However, when the actual dynamics of the robots change due to external conditions, on-line adaptation of their models is required to maintain high fidelity performance. In this work, a fram... | In the field of marine robotics, @cite_10 used locally weighted projection regression to compensate the mismatch between the physics based model and the sensors reading of the AUV Nessie. Auto-regressive networks augmented with a genetic algorithm as a gating network were used to identify the model of a simulated AUV w... | {
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"@cite_10",
"@cite_11"
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"2022798939",
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],
"abstract": [
"This work addresses a data driven approach which employs a machine learning technique known as Support Vector Regression (SVR), to identif... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
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{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_14: This work addresses a data driven approach which employs a machine learning technique known as Support Vector Regression (SVR), to identify the coupled dynamical model of an autonomous underwater vehicle. To train the ... | Learning the dynamics of robots from data can help achieve more accurate tracking controllers, or aid their navigation algorithms. However, when the actual dynamics of the robots change due to external conditions, on-line adaptation of their models is required to maintain high fidelity performance. In this work, a fram... |
1903.05454 | 2950587559 | In this work, we present a camera geopositioning system based on matching a query image against a database with panoramic images. For matching, our system uses memory vectors aggregated from global image descriptors based on convolutional features to facilitate fast searching in the database. To speed up searching, a c... | In recent years, research regarding image matching has been influenced by the developments in other areas of computer vision. Deep learning architectures have been developed both for image matching @cite_10 @cite_1 @cite_17 and geopositioning @cite_13 @cite_5 @cite_18 with attractive results. | {
"cite_N": [
"@cite_13",
"@cite_18",
"@cite_1",
"@cite_5",
"@cite_10",
"@cite_17"
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"mid": [
"1946093182",
"2199890863",
"2609950940",
"1969891195",
"2204975001",
"2614218061"
],
"abstract": [
"The recent availability of geo-tagged images and rich geospati... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_13: The recent availability of geo-tagged images and rich geospatial data has inspired a number of algorithms for image based geolocalization. Most approaches predict the location of a query image by matching to ground-lev... | In this work, we present a camera geopositioning system based on matching a query image against a database with panoramic images. For matching, our system uses memory vectors aggregated from global image descriptors based on convolutional features to facilitate fast searching in the database. To speed up searching, a c... |
1903.05454 | 2950587559 | In this work, we present a camera geopositioning system based on matching a query image against a database with panoramic images. For matching, our system uses memory vectors aggregated from global image descriptors based on convolutional features to facilitate fast searching in the database. To speed up searching, a c... | Convolutional features extracted from the deep layers of CNNs have shown great utility when addressing image matching and retrieval problems. Babenko @cite_10 employ pre-trained networks to generate descriptors based on high-level convolutional features used for retrieving images of various landmarks. Sunderhauf @cite_... | {
"cite_N": [
"@cite_8",
"@cite_10",
"@cite_2"
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"mid": [
"2518534307",
"2204975001",
"1162411702"
],
"abstract": [
"Recent work by [1] demonstrated improved visual place recognition using proposal regions coupled with features from convolutional neural networks (CNN) to match lan... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_8: Recent work by [1] demonstrated improved visual place recognition using proposal regions coupled with features from convolutional neural networks (CNN) to match landmarks between views. In this work we extend the approa... | In this work, we present a camera geopositioning system based on matching a query image against a database with panoramic images. For matching, our system uses memory vectors aggregated from global image descriptors based on convolutional features to facilitate fast searching in the database. To speed up searching, a c... |
1903.05454 | 2950587559 | In this work, we present a camera geopositioning system based on matching a query image against a database with panoramic images. For matching, our system uses memory vectors aggregated from global image descriptors based on convolutional features to facilitate fast searching in the database. To speed up searching, a c... | The problem of geopositioning can be seen as a dedicated branch of image retrieval. In this case, the objective is to compute extrinsic parameters (or coordinates) of a camera capturing the query image, based on the matched georeferenced images from a database. There exist many different algorithms and neural network a... | {
"cite_N": [
"@cite_5",
"@cite_18",
"@cite_13"
],
"mid": [
"1969891195",
"2199890863",
"1946093182"
],
"abstract": [
"We address the problem of geo-registering ground-based multi-view stereo models by ground-to-aerial image matching. The main contribution is a fully automated geo-... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_5: We address the problem of geo-registering ground-based multi-view stereo models by ground-to-aerial image matching. The main contribution is a fully automated geo-registration pipeline with a novel viewpoint-dependent m... | In this work, we present a camera geopositioning system based on matching a query image against a database with panoramic images. For matching, our system uses memory vectors aggregated from global image descriptors based on convolutional features to facilitate fast searching in the database. To speed up searching, a c... |
1903.05454 | 2950587559 | In this work, we present a camera geopositioning system based on matching a query image against a database with panoramic images. For matching, our system uses memory vectors aggregated from global image descriptors based on convolutional features to facilitate fast searching in the database. To speed up searching, a c... | A common factor of the above work is that it either requires the combination of aerial and street-level images for geopositioning, or extensive training on specific datasets. Both cases and their solutions cannot be easily generalized. In our approach, we utilize georeferenced, street-level panoramic images only and a ... | {
"cite_N": [
"@cite_1"
],
"mid": [
"2609950940"
],
"abstract": [
"Location recognition is commonly treated as visual instance retrieval on \"street view\" imagery. The dataset items and queries are panoramic views, i.e. groups of images taken at a single location. This work introduces a novel pan... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_1: Location recognition is commonly treated as visual instance retrieval on "street view" imagery. The dataset items and queries are panoramic views, i.e. groups of images taken at a single location. This work introduces a... | In this work, we present a camera geopositioning system based on matching a query image against a database with panoramic images. For matching, our system uses memory vectors aggregated from global image descriptors based on convolutional features to facilitate fast searching in the database. To speed up searching, a c... |
1903.05524 | 2972959293 | In this paper, we study the relationship between two crucial properties in linear dynamical networks of diffusively coupled agents, that is controllability and robustness to noise and structural changes in the network. In particular, for any given network size and diameter, we identify networks that are maximally robus... | Kirchhoff index or equivalently effective graph resistance based measures have been instrumental in quantifying the effect of noise on the expected steady state dispersion in linear dynamical networks, particularly in the ones with the consensus dynamics, for instance see @cite_23 @cite_8 @cite_22 . Furthermore, limits... | {
"cite_N": [
"@cite_26",
"@cite_22",
"@cite_8",
"@cite_9",
"@cite_1",
"@cite_0",
"@cite_23",
"@cite_10",
"@cite_11"
],
"mid": [
"1987717935",
"2287065438",
"1818569528",
"",
"",
"2156286761",
"2099689250",
"",
"2736121037"
],
"abstract":... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_26: The effective resistance between two nodes of a weighted graph is the electrical resistance seen between the nodes of a resistor network with branch conductances given by the edge weights. The effective resistance come... | In this paper, we study the relationship between two crucial properties in linear dynamical networks of diffusively coupled agents, that is controllability and robustness to noise and structural changes in the network. In particular, for any given network size and diameter, we identify networks that are maximally robus... |
1903.05524 | 2972959293 | In this paper, we study the relationship between two crucial properties in linear dynamical networks of diffusively coupled agents, that is controllability and robustness to noise and structural changes in the network. In particular, for any given network size and diameter, we identify networks that are maximally robus... | To quantify controllability, several approaches have been adapted, including determining the minimum number of inputs (leader nodes) needed to (structurally or strong structurally) control a network, determining the worst-case control energy, metrics based on controllability Gramians, and so on (e.g., see @cite_7 @cite... | {
"cite_N": [
"@cite_18",
"@cite_14",
"@cite_4",
"@cite_7",
"@cite_3",
"@cite_2",
"@cite_5",
"@cite_15",
"@cite_13",
"@cite_25",
"@cite_20",
"@cite_17"
],
"mid": [
"",
"",
"",
"2111725629",
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"",
"1938602245",
"",
"2315383458",
... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_18:
@cite_14:
@cite_4:
@cite_7: This paper studies the problem of controlling complex networks, i.e., the joint problem of selecting a set of control nodes and of designing a control input to steer a network to a tar... | In this paper, we study the relationship between two crucial properties in linear dynamical networks of diffusively coupled agents, that is controllability and robustness to noise and structural changes in the network. In particular, for any given network size and diameter, we identify networks that are maximally robus... |
1903.05524 | 2972959293 | In this paper, we study the relationship between two crucial properties in linear dynamical networks of diffusively coupled agents, that is controllability and robustness to noise and structural changes in the network. In particular, for any given network size and diameter, we identify networks that are maximally robus... | Very recently in @cite_21 , trade-off between controllability and fragility in complex networks is investigated. Fragility measures the smallest perturbation in edge weights to make the network unstable. Authors in @cite_21 show that networks that require small control energy, as measured by the eigen values of the con... | {
"cite_N": [
"@cite_21"
],
"mid": [
"2887109490"
],
"abstract": [
"Mathematical theories and empirical evidence suggest that several complex natural and man-made systems are fragile: as their size increases, arbitrarily small and localized alterations of the system parameters may trigger system-w... | generate_abstract_from_reference | Following are the abstracts of some related work. Can you use it to generate the abstract?
{% for abs in ref_abstract["abstract"] %}
{{ref_abstract["cite_N"][loop.index-1]}}: {{abs}}
{% endfor %} |||
{{abstract}} | Following are the abstracts of some related work. Can you use it to generate the abstract?
@cite_21: Mathematical theories and empirical evidence suggest that several complex natural and man-made systems are fragile: as their size increases, arbitrarily small and localized alterations of the system parameters may trig... | In this paper, we study the relationship between two crucial properties in linear dynamical networks of diffusively coupled agents, that is controllability and robustness to noise and structural changes in the network. In particular, for any given network size and diameter, we identify networks that are maximally robus... |
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