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CU0APx9LMaL.pdf | 2,021 | 1 | LINEBREAK nas-bench-asr: reproducible neural architecture search for speech recognition LINEBREAK abhinav mehrotra1†, alberto gil c. p. ramos1†, sourav bhattacharya1†, łukasz dudziak1†, ravichander vipperla1, thomas chau1, samin ishtiaq1, mohamed s. abdelfattah1, and nicholas d. lane1,2 1samsung ai center, cambridge ... | 1 | [
108.299,
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U5XOGxAgccS.pdf | 2,023 | 2 | LINEBREAK solving continuous control via q-learning LINEBREAK tim seyde∗ mit csail LINEBREAK peter werner mit csail LINEBREAK wilko schwarting mit csail LINEBREAK igor gilitschenski university of toronto LINEBREAK martin riedmiller deepmind LINEBREAK daniela rus1 mit csail LINEBREAK markus wulfmeier1 deepmind ... | 6 | [
108.249,
298.5070784,
402.9519214,
308.4696784
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xIWfWvKM7aQ.pdf | 2,023 | 0 | LINEBREAK textshield: beyond successfully detecting adversarial sentences in text classification LINEBREAK lingfeng shen1∗ ze zhang2 haiyun jiang3† ying chen4† 1johns hopkins university 2tsinghua university 4college of information and electrical engineering, china agricultural university {starkshen3333,zezhang0826}@g... | 7 | [
111.91201758,
648.9979381924,
126.8329156302,
663.8411857444
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Az-7gJc6lpr.pdf | 2,022 | 0 | LINEBREAK relational learning with variational bayes LINEBREAK kuang-hung liu∗ exxonmobil research and engineering kuang-hung.liu@exxonmobil.com LINEBREAK abstract LINEBREAK in psychology, relational learning refers to the ability to recognize and respond to relationship among objects irrespective of the nature of ... | 15 | [
353.843,
442.59835,
400.77666472,
460.13304
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k1FHgri5y3-.pdf | 2,023 | 1 | LINEBREAK sparse random networks for communication-efficient federated learning LINEBREAK berivan isik¶∗, francesco pase§∗, deniz gunduz‡, tsachy weissman¶, michele zorzi§ ¶stanford university, §university of padova, ‡imperial college london berivan.isik@stanford.edu, pasefrance@dei.unipd.it LINEBREAK abstract LINE... | 8 | [
108.299,
159.5106768,
195.3774711,
171.4658768
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NeDc-Ak-H_.pdf | 2,023 | 0 | LINEBREAK learning what and where: disentangling location and identity tracking without supervision LINEBREAK manuel traub neuro-cognitive modeling university of tübingen LINEBREAK sebastian otte neuro-cognitive modeling university of tübingen LINEBREAK tobias menge neuro-cognitive modeling university of tübingen ... | 16 | [
107.641,
115.8000784,
504.00403726,
147.6806784
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AHOs7Sm5H7R.pdf | 2,021 | 0 | LINEBREAK towards resolving the implicit bias of gradient descent for matrix factorization: greedy low-rank learning LINEBREAK zhiyuan li∗, yuping luo∗ princeton university {zhiyuanli,yupingl}@cs.princeton.edu LINEBREAK kaifeng lyu∗ tsinghua university vfleaking@gmail.com LINEBREAK abstract LINEBREAK matrix factor... | 4 | [
402.407,
225.4052556,
422.7075791,
236.8818828
] |
a4COps0uokg.pdf | 2,023 | 0 | LINEBREAK user-interactive offline reinforcement learning LINEBREAK phillip swazinna siemens & tu munich munich, germany swazinna@in.tum.de LINEBREAK steffen udluft siemens technology munich, germany steffen.udluft@siemens.com LINEBREAK thomas runkler siemens & tu munich munich, germany thomas.runkler@siemens.com ... | 3 | [
107.641,
551.9140784,
504.670084592,
608.5768828
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7wCBOfJ8hJM.pdf | 2,021 | 2 | LINEBREAK nearest neighbor machine translation LINEBREAK urvashi khandelwal†∗, angela fan‡, dan jurafsky†, luke zettlemoyer‡, mike lewis‡ †stanford university ‡facebook ai research urvashik,jurafsky { angelafan,lsz,mikelewis { LINEBREAK @stanford.edu } @fb.com LINEBREAK abstract LINEBREAK we introduce k-nearest-ne... | 3 | [
108.249,
380.3180784,
303.6007232,
390.2806784
] |
5kq11Tl1z4.pdf | 2,022 | 0 | LINEBREAK iglu: efficient gcn training via lazy updates LINEBREAK s deepak narayanan∗ † & aditya sinha∗ ‡ microsoft research india {sdeepaknarayanan1,adityaasinha28}@gmail.com LINEBREAK prateek jain‡ microsoft research india prajain@google.com LINEBREAK purushottam kar iit kanpur & microsoft research india purushot... | 35 | [
107.691,
410.0362556,
444.9548978,
439.4256784
] |
JprM0p-q0Co.pdf | 2,022 | 0 | LINEBREAK tackling the generative learning trilemma with denoising diffusion gans LINEBREAK zhisheng xiao∗ the university of chicago zxiao@uchicago.edu LINEBREAK karsten kreis nvidia kkreis@nvidia.com LINEBREAK arash vahdat nvidia avahdat@nvidia.com LINEBREAK abstract LINEBREAK a wide variety of deep generative m... | 19 | [
108,
153.4180828,
504.0033874,
208.1308556
] |
6t_dLShIUyZ.pdf | 2,021 | 2 | LINEBREAK greedy-gq with variance reduction: finitetime analysis and improved complexity LINEBREAK shaocong ma, ziyi chen & yi zhou department of ece university of utah salt lake city, ut 84112 {s.ma,u1276972,yi.zhou}@utah.edu LINEBREAK shaofeng zou department of ee university at buffalo buffalo, ny 14260 szou3@buff... | 2 | [
108.249,
91.4680784,
369.9095143,
101.4306784
] |
HMJdXzbWKH.pdf | 2,022 | 0 | LINEBREAK online target q-learning with reverse experience replay: efficiently finding the optimal policy for linear mdps LINEBREAK naman agarwal, prateek jain, dheeraj nagaraj, praneeth netrapalli google research {namanagarwal,prajain,dheeraj,pnetrapalli}@google.com LINEBREAK syomantak chaudhuri university of calif... | 4 | [
108,
211.3312556,
504.0003004,
257.2724166
] |
h1o7Ry9Zctm.pdf | 2,023 | 0 | LINEBREAK revisiting robustness learning LINEBREAK in graph machine LINEBREAK lukas gosch, daniel sturm, simon geisler, stephan g ¨unnemann department of computer science & munich data science institute technical university of munich {l.gosch, da.sturm, s.geisler, s.guennemann}@tum.de LINEBREAK abstract LINEBREAK ... | 24 | [
108,
59.2910828,
504.0035244,
178.2548556
] |
dqnNW2omZL6.pdf | 2,023 | 2 | LINEBREAK graph neural networks are inherently good generalizers: insights by bridging gnns and mlps LINEBREAK chenxiao yang, qitian wu, jiahua wang & junchi yan∗ department of cse & moe key lab of artificial intelligence, shanghai jiao tong university {chr26195,echo740,wangjiahua2001,yanjunchi}@sjtu.edu.cn LINEBREA... | 4 | [
108.249,
213.0390784,
197.7368983,
223.0016784
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89GT-S49mGd.pdf | 2,023 | 0 | LINEBREAK function-space regularized rényi divergences LINEBREAK jeremiah birrell1, yannis pantazis2, paul dupuis3, luc rey-bellet1, markos a. katsoulakis1 1university of massachusetts, amherst, 2foundation for research & technology - hellas, 3brown LINEBREAK university, {jbirrell, luc, markos}@umass.edu, pantazis@i... | 19 | [
289.229,
543.2930828,
376.95461028,
564.9308828
] |
iMSjopcOn0p.pdf | 2,022 | 0 | LINEBREAK mt3: multi-task multitrack music transcription LINEBREAK josh gardner∗, ian simon, ethan manilow†, curtis hawthorne, jesse engel google research, brain team LINEBREAK abstract LINEBREAK automatic music transcription (amt), inferring musical notes from raw audio, is a challenging task at the core of music ... | 16 | [
108.249,
127.2030784,
358.5537357,
137.1656784
] |
dQ7Cy_ndl1s.pdf | 2,022 | 1 | LINEBREAK controlling the complexity and lipschitz constant improves polynomial nets LINEBREAK zhenyu zhu, LINEBREAK fabian latorre, grigorios g chrysos, volkan cevher LINEBREAK epfl, switzerland {[first name].[surname]}@epfl.ch LINEBREAK abstract LINEBREAK while the class of polynomial nets demonstrates comparab... | 5 | [
108.299,
624.4976768,
247.1259878,
636.4528768
] |
oyZxhRI2RiE.pdf | 2,021 | 1 | LINEBREAK score: pre-training for context representation in conversational semantic parsing LINEBREAK tao yu yale university tao.yu@yale.edu LINEBREAK rui zhang the pennsylvania state university rmz5227@psu.edu LINEBREAK oleksandr polozov, christopher meek, ahmed hassan awadallah microsoft research polozov,meek,has... | 7 | [
108.299,
104.6435888,
211.1957635,
116.5987888
] |
a6rCdfABJXg.pdf | 2,023 | 1 | LINEBREAK equivariance-aware architectural optimization of neural networks LINEBREAK kaitlin maile irit, university of toulouse kaitlin.maile@irit.fr LINEBREAK dennis g. wilson isae-supaero, university of toulouse dennis.wilson@isae-supaero.fr LINEBREAK patrick forr´e university of amsterdam p.d.forre@uva.nl LINEB... | 0 | [
126.82956,
336.5396768,
205.9888518,
348.4948768
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GugZ5DzzAu.pdf | 2,022 | 2 | LINEBREAK permutation compressors for provably faster distributed nonconvex optimization LINEBREAK rafał szlendak∗ kaust saudi arabia LINEBREAK alexander tyurin kaust saudi arabia LINEBREAK peter richtárik kaust saudi arabia LINEBREAK abstract LINEBREAK we study the marina method of gorbunov et al. (2021) – the c... | 8 | [
108.249,
310.9180784,
318.6481686,
320.8806784
] |
bwq6O4Cwdl.pdf | 2,022 | 1 | LINEBREAK how does simsiam avoid collapse without negative samples? a unified understanding with self-supervised contrastive learning LINEBREAK chaoning zhang∗& kang zhang∗ & chenshuang zhang & trung x. pham chang d. yoo & in so kweon korea advanced institute of science and technology (kaist), south korea chaoningzha... | 7 | [
108.299,
564.6356768,
479.7293296,
576.5908768
] |
7_JR7WpwKV1.pdf | 2,022 | 1 | LINEBREAK the effects of invertibility on the representational complexity of encoders in vaes LINEBREAK divyansh pareek machine learning department carnegie mellon university pittsburgh, pa, 15213 dpareek@andrew.cmu.edu LINEBREAK andrej risteski machine learning department carnegie mellon university pittsburgh, pa, ... | 6 | [
108.299,
697.5936768,
297.9406,
709.5488768
] |
5lhWG3Hj2By.pdf | 2,021 | 1 | LINEBREAK enforcing robust control guarantees within neural network policies LINEBREAK priya l. donti1, melrose roderick1, mahyar fazlyab2, j. zico kolter1,3 1carnegie mellon university, 2johns hopkins university, 3bosch center for ai {pdonti, mroderick}@cmu.edu, mahyarfazlyab@jhu.edu, zkolter@cs.cmu.edu LINEBREAK a... | 0 | [
126.82956,
390.8246768,
205.9888518,
402.7798768
] |
CzceR82CYc.pdf | 2,022 | 1 | LINEBREAK score-based generative modeling with critically-damped langevin diffusion LINEBREAK tim dockhorn1,2,3, LINEBREAK arash vahdat1 LINEBREAK karsten kreis1 LINEBREAK 1nvidia tim.dockhorn@uwaterloo.ca, LINEBREAK 2university of waterloo LINEBREAK 3vector institute LINEBREAK avahdat,kkreis LINEBREAK @nvidia... | 17 | [
108.299,
697.5936768,
244.0387309,
709.5488768
] |
T8wHz4rnuGL.pdf | 2,022 | 1 | LINEBREAK rotograd: gradient homogenization in multitask learning LINEBREAK adrián javaloy department of computer science saarland university saarbrücken, germany ajavaloy@cs.uni-saarland.de LINEBREAK isabel valera department of computer science saarland university saarbrücken, germany LINEBREAK abstract LINEBREAK... | 1 | [
108.299,
402.4926768,
380.8109862,
414.4478768
] |
U2g8OGONA_V.pdf | 2,023 | 2 | LINEBREAK multi-domain image generation and translation with identifiability guarantees LINEBREAK shaoan xie1, lingjing kong1, mingming gong3,2, and kun zhang1,2 LINEBREAK 1 carnegie mellon university 2mohamed bin zayed university of artificial intelligence 3the university of melbourne shaoan@cmu.edu, lingjingkong@c... | 2 | [
132.15924,
280.5560784,
329.0347323,
290.5186784
] |
7R7fAoUygoa.pdf | 2,021 | 0 | LINEBREAK optimal regularization can mitigate double descent LINEBREAK preetum nakkiran harvard university preetum@cs.harvard.edu LINEBREAK prayaag venkat harvard university pvenkat@g.harvard.edu LINEBREAK sham kakade microsoft research & university of washington sham@cs.washington.edu LINEBREAK tengyu ma stanford... | 12 | [
270.001,
586.1580784,
371.5995164,
598.7194592
] |
9RUHPlladgh.pdf | 2,022 | 2 | LINEBREAK visual representation learning does not generalize strongly within the same domain LINEBREAK lukas schott1, ‡, julius von kügelgen2, 3, 4, frederik träuble2, 4, peter gehler4, chris russell4, matthias bethge1, 4, bernhard schölkopf2, 4, francesco locatello4, †, wieland brendel1, † 1university of tübingen, 2... | 7 | [
108.249,
363.4420784,
493.7792307,
373.4046784
] |
WE4qe9xlnQw.pdf | 2,022 | 1 | LINEBREAK a program to build e(n)-equivariant steerable cnns LINEBREAK gabriele cesa qualcomm ai research∗ university of amsterdam gcesa@qti.qualcomm.com LINEBREAK leon lang university of amsterdam l.lang@uva.nl LINEBREAK maurice weiler university of amsterdam m.weiler.ml@gmail.com LINEBREAK abstract LINEBREAK eq... | 0 | [
126.82956,
314.3726768,
205.9888518,
326.3278768
] |
xCxXwTzx4L1.pdf | 2,021 | 0 | LINEBREAK chipnet: budget-aware pruning with heaviside continuous approximations LINEBREAK rishabh tiwari†‡∗, udbhav bamba†‡∗, arnav chavan†‡∗ and deepak k. gupta†(cid:63)∗ †transmute ai research, the netherlands ‡indian institute of technology, ism dhanbad, india (cid:63)informatics institute, university of amsterda... | 8 | [
108,
274.1810784,
504.0033874,
306.0616784
] |
vsMyHUq_C1c.pdf | 2,023 | 1 | LINEBREAK a stable and scalable method for solving initial value pdes with neural networks LINEBREAK marc finzi1∗, andres potapczynski1∗, matthew choptuik2, andrew gordon wilson1 new york university1 and university of british columbia2 LINEBREAK abstract LINEBREAK unlike conventional grid and mesh based methods for... | 0 | [
126.82956,
346.0486768,
205.9888518,
358.0038768
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vINj_Hv9szL.pdf | 2,023 | 2 | LINEBREAK benchmarking constraint inference in inverse reinforcement learning LINEBREAK guiliang liu1,2,3, yudong luo2,3, ashish gaurav2,3, kasra rezaee4, pascal poupart2,3 1the chinese university of hong kong, shenzhen, 2university of waterloo, 3vector institute, 4huawei liuguiliang@cuhk.edu.cn, yudong.luo@uwaterloo... | 4 | [
108.249,
230.3340784,
241.5963736,
240.2966784
] |
esFxSb_0pSL.pdf | 2,023 | 1 | LINEBREAK pareto invariant risk minimization: towards mitigating the optimization dilemma in outof-distribution generalization LINEBREAK yongqiang chen1∗, kaiwen zhou1, yatao bian2, binghui xie1, bingzhe wu2 1the chinese university of hong kong 2tencent ai lab 3hong kong baptist university {yqchen,kwzhou,bhxie21,hyan... | 2 | [
108.299,
650.7256768,
309.6523378,
662.6808768
] |
WbxHAzkeQcn.pdf | 2,023 | 0 | LINEBREAK neural networks and the chomsky hierarchy LINEBREAK grégoire delétang∗1 anian ruoss∗1 jordi grau-moya1 tim genewein1 li kevin wenliang1 LINEBREAK elliot catt1 chris cundy†2 marcus hutter1 shane legg1 joel veness1 pedro a. ortega† LINEBREAK abstract LINEBREAK reliable generalization lies at the heart of s... | 5 | [
107.641,
181.9150784,
504.00403726,
235.7834166
] |
HtAfbHa7LAL.pdf | 2,023 | 1 | LINEBREAK ma-bert: towards matrix arithmetic-only bert inference by eliminating complex nonlinear functions LINEBREAK neo wei ming1,2, zhehui wang1, cheng liu3, rick siow mong goh1, tao luo1∗ institute of high performance computing (ihpc), agency for science, technology and research (a*star), 1 fusionopolis way, 16-1... | 8 | [
108.299,
137.9946768,
195.3774711,
149.9498768
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Qd0p0bl-A9t.pdf | 2,023 | 0 | LINEBREAK provably efficient lifelong reinforcement learning with linear representation LINEBREAK sanae amani university of california, los angeles samani@ucla.edu LINEBREAK lin f. yang university of california, los angeles linyang@ee.ucla.edu LINEBREAK ching-an cheng microsoft research, redmond chinganc@microsoft.... | 25 | [
333.857,
338.0962556,
357.37987056,
348.0588556
] |
dKkMnCWfVmm.pdf | 2,023 | 1 | LINEBREAK multi-objective online learning LINEBREAK jiyan jiang∗ tsinghua university beijing, china scjjy95@outlook.com LINEBREAK wenpeng zhang∗† ant group beijing, china zhangwenpeng0@gmail.com LINEBREAK shiji zhou tsinghua university beijing, china zhoushiji00@gmail.com LINEBREAK lihong gu, xiaodong zeng ant gro... | 3 | [
108.299,
410.5676768,
394.4569309,
422.5228768
] |
XIzO8zr-WbM.pdf | 2,023 | 2 | LINEBREAK data valuation without training of a model LINEBREAK nohyun ki∗, hoyong choi∗, hye won chung school of electrical engineering korea advanced institute of science and technology (kaist) daejeon, south korea {kinohyun, chy0707, hwchung}@kaist.ac.kr LINEBREAK abstract LINEBREAK many recent works on understan... | 2 | [
108.249,
106.7010784,
354.5624021,
116.6636784
] |
NSBrFgJAHg.pdf | 2,021 | 0 | LINEBREAK degree-quant: quantization-aware training for graph neural networks LINEBREAK shyam a. tailor∗ department of computer science & technology university of cambridge LINEBREAK javier fernandez-marques* department of computer science university of oxford LINEBREAK nicholas d. lane department of computer scien... | 20 | [
124.737,
188.6348514,
241.89684,
195.6086514
] |
sSt9fROSZRO.pdf | 2,023 | 2 | LINEBREAK investigating multi-task pretraining and generalization in reinforcement learning LINEBREAK adrien ali ta¨ıga mila, universit´e de montr´eal google brain alitaiga@google.com LINEBREAK jesse farebrother mila, mcgill university google brain farebroj@mila.quebec LINEBREAK marc g. bellemare ∗ google brain bel... | 7 | [
108.249,
319.0860784,
225.3261332,
329.0486784
] |
R8sQPpGCv0.pdf | 2,022 | 2 | LINEBREAK train short, test long: attention with linear biases enables input length extrapolation LINEBREAK ofir press1,2 noah a. smith1,3 mike lewis2 LINEBREAK 1paul g. allen school of computer science & engineering, university of washington 2facebook ai research 3allen institute for ai ofirp@cs.washington.edu LIN... | 2 | [
108.249,
250.9570784,
260.8701888,
260.9196784
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gpmL0D4VjN4.pdf | 2,023 | 1 | LINEBREAK fundamental limits on the robustness of image classifiers LINEBREAK zheng dai & david k. gifford computer science and artificial intelligence laboratory massachusetts institute of technology cambridge, ma 02139, usa {zhengdai,gifford}@mit.edu LINEBREAK abstract LINEBREAK we prove that image classifiers ar... | 8 | [
108.299,
82.8546768,
286.3909856,
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kj0_45Y4r9i.pdf | 2,022 | 1 | LINEBREAK discriminative similarity for data clustering LINEBREAK yingzhen yang school of computing and augmented intelligence arizona state university tempe, az 85281, usa yingzhen.yang@asu.edu LINEBREAK ping li cognitive computing lab baidu research bellevue, wa 98004, usa liping11@baidu.com LINEBREAK abstract L... | 0 | [
126.82956,
365.0276768,
205.9888518,
376.9828768
] |
BrPdX1bDZkQ.pdf | 2,022 | 1 | LINEBREAK demodice: offline imitation learning with supplementary imperfect demonstrations LINEBREAK geon-hyeong kim1, seokin seo2, jongmin lee1, wonseok jeon†,3,4, hyeongjoo hwang2, hongseok yang1,2,5, kee-eung kim1,2 1school of computing, kaist, daejeon, republic of korea 2kim jaechul graduate school of ai, kaist, ... | 6 | [
108.299,
441.7006768,
200.0834953,
453.6558768
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m9LCdYgN8-6.pdf | 2,023 | 1 | LINEBREAK dag learning on the permutahedron LINEBREAK valentina zantedeschi servicenow research vzantedeschi@gmail.com LINEBREAK luca franceschi amazon web services∗ franuluc@amazon.de LINEBREAK jean kaddour university college london, centre for ai jean.kaddour.20@ucl.ac.uk LINEBREAK matt j. kusner university coll... | 3 | [
108.299,
251.9826768,
351.8093416,
263.9378768
] |
R98ZfMt-jE.pdf | 2,023 | 0 | LINEBREAK efficient discrete multi-marginal optimal transport regularization LINEBREAK ronak mehta∗ uw-madison LINEBREAK jeffery kline affirm LINEBREAK vishnu suresh lokhande uw-madison LINEBREAK glenn fung liberty mutual LINEBREAK vikas singh uw-madison LINEBREAK abstract LINEBREAK optimal transport has emerge... | 19 | [
145.135,
696.7300784,
171.1473486,
706.6926784
] |
vINj_Hv9szL.pdf | 2,023 | 2 | LINEBREAK benchmarking constraint inference in inverse reinforcement learning LINEBREAK guiliang liu1,2,3, yudong luo2,3, ashish gaurav2,3, kasra rezaee4, pascal poupart2,3 1the chinese university of hong kong, shenzhen, 2university of waterloo, 3vector institute, 4huawei liuguiliang@cuhk.edu.cn, yudong.luo@uwaterloo... | 6 | [
108.249,
356.0250784,
261.7021355,
376.9466784
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2CjEVW-RGOJ.pdf | 2,021 | 2 | LINEBREAK skipw: resource adaptable rnn with strict upper computational limit LINEBREAK tsiry mayet, anne lambert, pascal le guyadec, franc¸oise le bolzer & franc¸ois schnitzler interdigital inc. cesson-s´evign´e, france {firstname.lastname}@interdigital.com LINEBREAK abstract LINEBREAK we introduce skip-window, a ... | 7 | [
108.249,
113.9370784,
242.5237651,
123.8996784
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NyJ2KIN8P17.pdf | 2,022 | 1 | LINEBREAK neural program synthesis with query LINEBREAK di huang1,2,4, rui zhang1,4∗, xing hu1,4, xishan zhang1,4, pengwei jin1,2,4, nan li1,3,4, zidong du1,4, qi guo1 & yunji chen1,2 1skl of computer architecture, institute of computing technology, cas 2university of chinese academy of sciences 3university of scienc... | 1 | [
108.299,
201.9626768,
241.0339856,
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m1CD7tPubNy.pdf | 2,021 | 0 | LINEBREAK mind the pad – cnns can develop blind spots LINEBREAK bilal alsallakh facebook ai LINEBREAK narine kokhlikyan facebook ai LINEBREAK vivek miglani facebook ai LINEBREAK jun yuan nyu LINEBREAK orion reblitz-richardson facebook ai LINEBREAK abstract LINEBREAK we show how feature maps in convolutional net... | 11 | [
108,
656.5295094,
405.8219728,
666.4921094
] |
KhLK0sHMgXK.pdf | 2,022 | 1 | LINEBREAK naspy: automated extraction of automated machine learning models LINEBREAK xiaoxuan lou1, shangwei guo2, jiwei li3,4, yaoxin wu1 and tianwei zhang1 1nanyang technological university, 2chongqing university, 3zhejiang university, 4shannon.ai {xiaoxuan001, wuyaoxin, tianwei.zhang}@e.ntu.edu.sg, swguo@cqu.edu.c... | 1 | [
108.299,
377.9916768,
200.0860082,
389.9468768
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kSwqMH0zn1F.pdf | 2,022 | 0 | LINEBREAK efficient LINEBREAK pipegcn: training of graph convolutional networks with pipelined feature communication LINEBREAK full-graph LINEBREAK cheng wan rice university chwan@rice.edu LINEBREAK youjie li uiuc li238@illinois.edu LINEBREAK cameron r. wolfe rice university crw13@rice.edu LINEBREAK anastasios k... | 15 | [
263.05,
517.7700828,
270.70095598,
524.7438828
] |
I_YZANaz5X.pdf | 2,023 | 0 | LINEBREAK dualafford: learning collaborative visual affordance for dual-gripper manipulation LINEBREAK yan zhao1,6∗ ruihai wu1,6∗ zhehuan chen1 yourong zhang1 qingnan fan5 kaichun mo3,4 hao dong1,2,6† 1cfcs, cs dept., pku 2aiit, pku 3stanford university 5tencent ai lab {zhaoyan790,wuruihai,acmlczh,minor_sixth,hao.don... | 16 | [
135.397,
646.5565832,
504.0041216368,
681.5346
] |
sPIFuucA3F.pdf | 2,022 | 0 | LINEBREAK offline neural contextual bandits: pessimism, optimization and generalization LINEBREAK thanh nguyen-tang ∗ applied ai institute deakin university LINEBREAK sunil gupta applied ai institute deakin university LINEBREAK a. tuan nguyen department of engineering science university of oxford LINEBREAK svetha ... | 24 | [
108,
512.1960784,
504.0033874,
533.1176784
] |
NudBMY-tzDr.pdf | 2,022 | 1 | LINEBREAK natural language descriptions of deep visual features LINEBREAK evan hernandez1 antonio torralba1 1mit csail {dez,schwett,teona,torralba,jda}@mit.edu LINEBREAK 2northeastern university LINEBREAK sarah schwettmann1 david bau1,2 teona bagashvili3 jacob andreas1 LINEBREAK d.bau@northeastern.edu LINEBREAK 3... | 7 | [
108.299,
602.9515888,
302.2622988,
614.9067888
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qxRscesArBZ.pdf | 2,023 | 2 | LINEBREAK robust graph dictionary learning LINEBREAK weijie liu,1,2 jiahao xie,2 chao zhang,2,8,9 makoto yamada,3,4,5 nenggan zheng,1,2,6,8 hui qian2,7,8∗ 1 qiushi academy for advanced studies, zhejiang university 2 college of computer science and technology, zhejiang university 3 okinawa institute of science and tec... | 4 | [
108.249,
405.0180784,
272.372133,
414.9806784
] |
hdghx6wbGuD.pdf | 2,023 | 0 | LINEBREAK out-of-distribution detection with implicit outlier transformation LINEBREAK feng liu3 quanyu dai2 marcus kalander2 LINEBREAK junjie ye2 † jianye hao2 bo han1 † LINEBREAK qizhou wang1 tongliang liu4 1hong kong baptist university 3the university of melbourne {csqzwang, bhanml}@comp.hkbu.edu.hk {yejunjie4, ... | 18 | [
118.36649805,
657.3313277001,
135.5434880406,
662.8527002461
] |
L7WD8ZdscQ5.pdf | 2,021 | 0 | LINEBREAK the role of momentum parameters in the optimal convergence of adaptive polyak’s heavy-ball methods LINEBREAK wei tao ∗ institute of evaluation and assessment research academy of military science beijing, china wtao plaust@163.com LINEBREAK sheng long ∗ department of information engineering army academy of ... | 13 | [
108,
548.5800784,
203.6860394,
558.7618556
] |
ctmLBs8lITa.pdf | 2,023 | 1 | LINEBREAK robust multivariate time-series forecasting: adversarial attacks and defense mechanisms LINEBREAK linbo liu1 , youngsuk park1, trong nghia hoang2∗, hilaf hasson1, jun huan1 1aws ai labs, 2washington state university, {linbol, pyoungsu, hashilaf, lukehuan}@amazon.com, trongnghia.hoang@wsu.edu LINEBREAK abst... | 8 | [
108.299,
158.8786768,
195.3774711,
170.8338768
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SVl1w1u3InX.pdf | 2,023 | 2 | LINEBREAK casr: generating complex sequences with autoregressive self-boost refinement LINEBREAK hongwei han1∗ mengyu zhou2† shi han2 xiu li1† dongmei zhang2 1tsinghua shenzhen international graduate school, tsinghua university 2microsoft research hhw20@mails.tsinghua.edu.cn, li.xiu@sz.tsinghua.edu.cn {mezho, shihan,... | 5 | [
132.15924,
698.0240784,
248.1247724,
707.9866784
] |
7R7fAoUygoa.pdf | 2,021 | 1 | LINEBREAK optimal regularization can mitigate double descent LINEBREAK preetum nakkiran harvard university preetum@cs.harvard.edu LINEBREAK prayaag venkat harvard university pvenkat@g.harvard.edu LINEBREAK sham kakade microsoft research & university of washington sham@cs.washington.edu LINEBREAK tengyu ma stanford... | 6 | [
108.299,
551.1596768,
200.0834953,
563.1148768
] |
ac288vnG_7U.pdf | 2,021 | 1 | LINEBREAK learning to make decisions via submodular regularization LINEBREAK ayya alieva stanford university ayya@stanford.edu LINEBREAK aiden aceves caltech aaceves@caltech.edu LINEBREAK jialin song caltech jssong@caltech.edu LINEBREAK stephen mayo caltech steve@caltech.edu LINEBREAK yisong yue caltech yyue@calt... | 3 | [
108.299,
325.9316768,
384.5251058,
337.8868768
] |
kSwqMH0zn1F.pdf | 2,022 | 2 | LINEBREAK efficient LINEBREAK pipegcn: training of graph convolutional networks with pipelined feature communication LINEBREAK full-graph LINEBREAK cheng wan rice university chwan@rice.edu LINEBREAK youjie li uiuc li238@illinois.edu LINEBREAK cameron r. wolfe rice university crw13@rice.edu LINEBREAK anastasios k... | 5 | [
108.249,
698.0240784,
307.699178,
707.9866784
] |
SRIQZTh0IK.pdf | 2,023 | 0 | LINEBREAK analogy-forming transformers for few-shot 3d parsing LINEBREAK nikolaos gkanatsios∗, mayank singh∗, zhaoyuan fang, shubham tulsiani & katerina fragkiadaki school of computer science carnegie mellon university pittsburgh, pa 15213, usa {ngkanats,mayanks2,zhaoyuaf,stulsian,katef}@cs.cmu.edu LINEBREAK abstrac... | 5 | [
108,
371.4560784,
504.0030179984,
425.9410978
] |
0OlrLvrsHwQ.pdf | 2,021 | 0 | LINEBREAK learning parametrised graph shift operators LINEBREAK george dasoulas∗12, johannes f. lutzeyer∗1 & michalis vazirgiannis1 1 dascim, lix, ´ecole polytechnique, institute polytechnique de paris, france 2 noah’s ark lab, huawei technologies france {georgios.dasoulas, johannes.lutzeyer}@polytechnique.edu, mvazi... | 10 | [
117.963,
286.4650784,
339.43015,
296.6568182
] |
P-73JPgRs0R.pdf | 2,023 | 1 | LINEBREAK effects of graph convolutions in multi-layer networks LINEBREAK aseem baranwal∗ LINEBREAK kimon fountoulakis∗ LINEBREAK aukosh jagannath† LINEBREAK abstract LINEBREAK graph convolutional networks (gcns) are one of the most popular architectures that are used to solve classification problems accompanied ... | 7 | [
108.299,
135.7566768,
299.0523151,
147.7118768
] |
rZ-wylY5VI.pdf | 2,023 | 0 | LINEBREAK programmatically grounded, compositionally generalizable robotic manipulation LINEBREAK renhao wang1∗ jiayuan mao2∗ joy hsu3 hang zhao1,4,5 1tsinghua university 4 shanghai artificial intelligence laboratory LINEBREAK 3 stanford university LINEBREAK 2mit LINEBREAK 5 shanghai qi zhi institute LINEBREAK ji... | 9 | [
108,
517.4060784,
505.652994708,
527.3686784
] |
ibqTBNfJmi.pdf | 2,022 | 0 | LINEBREAK frequency-aware sgd for efficient embedding learning with provable benefits LINEBREAK yan li ∗ isye, georgia tech yli939@gatech.edu LINEBREAK dhruv choudhary meta choudharydhruv@fb.com LINEBREAK xiaohan wei meta ubimeteor@fb.com LINEBREAK baichuan yuan meta bcyuan@fb.com LINEBREAK bhargav bhushanam meta... | 20 | [
212.173,
662.8422556,
228.77714486,
674.7376
] |
UvBPbpvHRj-.pdf | 2,021 | 2 | LINEBREAK activation-level uncertainty in deep neural networks LINEBREAK pablo morales-álvarez∗ department of computer science and ai university of granada, spain pablomorales@decsai.ugr.es LINEBREAK rafael molina department of computer science and ai university of granada, spain LINEBREAK daniel hernández-lobato d... | 3 | [
108.249,
147.1960784,
253.344224,
157.1586784
] |
wMpS-Z_AI_E.pdf | 2,022 | 0 | LINEBREAK a theoretical analysis on feature learning in neural networks: emergence from inputs and advantage over fixed features LINEBREAK zhenmei shi*, junyi wei*, yingyu liang university of wisconsin-madison zhmeishi@cs.wisc.edu,jwei53@wisc.edu,yliang@cs.wisc.edu LINEBREAK abstract LINEBREAK an important characte... | 35 | [
331.482,
450.5572556,
381.36468342,
463.2858828
] |
N9W24a4zU.pdf | 2,022 | 0 | LINEBREAK steerable partial differential operators for equivariant neural networks LINEBREAK erik jenner∗ university of amsterdam erik@ejenner.com LINEBREAK maurice weiler university of amsterdam m.weiler.ml@gmail.com LINEBREAK abstract LINEBREAK recent work in equivariant deep learning bears strong similarities t... | 17 | [
107.532,
648.2100784,
501.68982544,
658.3918556
] |
LedObtLmCjS.pdf | 2,022 | 2 | LINEBREAK bilinear value networks LINEBREAK zhang-wei hong∗, ge yang*† & pulkit agrawal†‡ improbable ai lab nsf ai institute for ai and fundamental interactions (iaifi)†, mit-ibm watson ai lab‡ massachusetts institute technology LINEBREAK abstract LINEBREAK the dominant framework for off-policy multi-goal reinforce... | 4 | [
108.249,
135.6110784,
369.328039,
145.5736784
] |
edJ_HipawCa.pdf | 2,021 | 1 | LINEBREAK impact of representation learning in linear bandits LINEBREAK jiaqi yang tsinghua university yangjq17@gmail.com LINEBREAK wei hu princeton university huwei@cs.princeton.edu LINEBREAK jason d. lee princeton university jasonlee@princeton.edu LINEBREAK simon s. du university of washington ssdu@cs.washington... | 0 | [
126.82956,
324.9436768,
205.9888518,
336.8988768
] |
89GT-S49mGd.pdf | 2,023 | 1 | LINEBREAK function-space regularized rényi divergences LINEBREAK jeremiah birrell1, yannis pantazis2, paul dupuis3, luc rey-bellet1, markos a. katsoulakis1 1university of massachusetts, amherst, 2foundation for research & technology - hellas, 3brown LINEBREAK university, {jbirrell, luc, markos}@umass.edu, pantazis@i... | 8 | [
114.9769651268,
581.41146852,
126.9381567188,
604.8781367011
] |
OM7doLjQbOQ.pdf | 2,023 | 2 | LINEBREAK ila-da: improving transferability of intermediate level attack with data augmentation LINEBREAK chiu wai yan, tsz-him cheung & dit-yan yeung department of computer science and engineering the hong kong university of science and technology clear water bay, kowloon, hong kong {cwyan, thcheungae}@connect.ust.h... | 3 | [
108.249,
187.0200784,
249.916387,
196.9826784
] |
K9RHxPpjn2.pdf | 2,023 | 1 | LINEBREAK active image indexing LINEBREAK pierre fernandez1,2,⋆ 1meta ai, fair 2centre inria de l’universit´e de rennes ⋆correspondence: pfz@meta.com. LINEBREAK , matthijs douze1, herv´e j´egou1, teddy furon2, LINEBREAK abstract LINEBREAK image copy detection and retrieval from large databases leverage two compone... | 2 | [
108.299,
126.8266768,
221.3966284,
138.7818768
] |
U2g8OGONA_V.pdf | 2,023 | 1 | LINEBREAK multi-domain image generation and translation with identifiability guarantees LINEBREAK shaoan xie1, lingjing kong1, mingming gong3,2, and kun zhang1,2 LINEBREAK 1 carnegie mellon university 2mohamed bin zayed university of artificial intelligence 3the university of melbourne shaoan@cmu.edu, lingjingkong@c... | 6 | [
108.299,
697.5936768,
200.0834953,
709.5488768
] |
VE1s3e5xriA.pdf | 2,023 | 1 | LINEBREAK dual student networks for data-free model stealing LINEBREAK james beetham1∗, navid kardan1∗, ajmal mian2, mubarak shah1 1center for research in computer vision university of central florida orlando, florida 32816, usa LINEBREAK 2department of computer science university of western australia crawley wa 600... | 8 | [
108.299,
121.3306768,
195.3774711,
133.2858768
] |
ULsuEVQbV-9.pdf | 2,023 | 1 | LINEBREAK estimating individual treatment effects under unobserved confounding using binary instruments LINEBREAK dennis frauen1, 2 & stefan feuerriegel1, 2 1 munich center for machine learning 2 lmu munich LINEBREAK abstract LINEBREAK estimating conditional average treatment effects (cates) from observational data... | 1 | [
108.299,
321.9236768,
211.6579792,
333.8788768
] |
rWZz3sJfCkm.pdf | 2,021 | 0 | LINEBREAK efficient generalized spherical cnns LINEBREAK oliver j. cobb, christopher g. r. wallis, augustine n. mavor-parker, augustin marignier, matthew a. price, mayeul d’avezac & jason d. mcewen˚ kagenova limited, guildford gu5 9ld, uk LINEBREAK abstract LINEBREAK many problems across computer vision and the nat... | 15 | [
266.03,
302.7190828,
335.1427818,
317.390975
] |
UKr0MwZM6fL.pdf | 2,023 | 2 | LINEBREAK building a subspace of policies for scalable continual learning LINEBREAK jean-baptiste gaya meta ai research cnrs-isir, sorbonne university, paris, france jbgaya@meta.com LINEBREAK thang doan mcgill university, mila (now at bosch research) thang.doan@mail.mcgill.ca LINEBREAK lucas caccia mcgill universit... | 6 | [
108.249,
490.2640784,
302.4550807,
500.2266784
] |
SMYdcXjJh1q.pdf | 2,023 | 1 | LINEBREAK aligning model and macaque inferior temporal cortex representations improves modelto-human behavioral alignment and adversarial robustness LINEBREAK joel dapello∗,1,2,3, kohitij kar∗,1,2,4,6, martin schrimpf1,2,4, robert geary1,2,3, michael ferguson1,2,4 david d. cox5, james j. dicarlo1,2,4 1department of b... | 8 | [
108.299,
472.7166768,
190.2013701,
484.6718768
] |
POxF-LEqnF.pdf | 2,022 | 2 | LINEBREAK you mostly walk alone: analyzing feature attribution in trajectory prediction LINEBREAK osama makansi†2, julius von k¨ugelgen3,4, francesco locatello1, peter gehler1, dominik janzing1, thomas brox*1,2, and bernhard sch¨olkopf*1,3 LINEBREAK 1amazon, 2university of freiburg, 3max planck institute for intelli... | 5 | [
108.249,
502.8900784,
169.1543068,
512.8526784
] |
P3Bh01hBYTH.pdf | 2,022 | 2 | LINEBREAK χ-model: learning with a minimax model LINEBREAK improving data efficiency in deep LINEBREAK ximei wang, xinyang chen, jianmin wang, mingsheng long ((cid:66)) ∗ school of software, bnrist, tsinghua university, china wxm17@mails.tsinghua.edu.cn, chenxinyang95@gmail.com jimwang@tsinghua.edu.cn, mingsheng@tsi... | 5 | [
108.249,
590.3810784,
388.1437551,
600.3436784
] |
vwLLQ-HwqhZ.pdf | 2,022 | 1 | LINEBREAK continual normalization: rethinking batch normalization for online continual learning LINEBREAK quang pham1, chenghao liu2, steven c.h. hoi 1,2 1 singapore management university hqpham.2017@smu.edu.sg 2 salesforce research asia {chenghao.liu, shoi}@salesforce.com LINEBREAK abstract LINEBREAK existing cont... | 4 | [
108.299,
165.6116768,
310.040216,
177.5668768
] |
fy_XRVHqly.pdf | 2,022 | 2 | LINEBREAK structure-aware transformer policy for inhomogeneous multi-task reinforcement learning LINEBREAK sunghoon hong1,3, deunsol yoon1,3, kee-eung kim1,2 1kim jaechul graduate school of ai, kaist, daejeon, republic of korea 2school of computing, kaist, daejeon, republic of korea 3lg ai research, seoul, republic o... | 3 | [
108.249,
698.0240784,
331.9942352,
707.9866784
] |
bRwBpKrNzF7.pdf | 2,023 | 0 | LINEBREAK faster last-iterate convergence of policy optimization in zero-sum markov games LINEBREAK shicong cen carnegie mellon university shicongc@andrew.cmu.edu LINEBREAK simon s. du university of washington ssdu@cs.washington.edu LINEBREAK yuejie chi carnegie mellon university yuejiechi@cmu.edu LINEBREAK lin xi... | 32 | [
414.542,
478.6800828,
419.20607744,
485.6538828
] |
St1giarCHLP.pdf | 2,021 | 1 | LINEBREAK denoising diffusion implicit models LINEBREAK jiaming song, chenlin meng & stefano ermon stanford university {tsong,chenlin,ermon}@cs.stanford.edu LINEBREAK abstract LINEBREAK denoising diffusion probabilistic models (ddpms) have achieved high quality image generation without adversarial training, yet the... | 1 | [
108.299,
401.6966768,
200.0860082,
413.6518768
] |
zWy1uxjDdZJ.pdf | 2,021 | 2 | LINEBREAK fast geometric projections for local robustness certification LINEBREAK aymeric fromherz∗ carnegie mellon university pittsburgh, pa, usa fromherz@cmu.edu LINEBREAK matt fredrikson carnegie mellon university pittsburgh, pa, usa mfredrik@cmu.edu LINEBREAK bryan parno carnegie mellon university pittsburgh, p... | 4 | [
108.249,
517.7350784,
250.9706391,
527.6976784
] |
0jP2n0YFmKG.pdf | 2,022 | 1 | LINEBREAK towards training billion parameter graph neural networks for atomic simulations LINEBREAK anuroop sriram†, abhishek das†, brandon m. wood‡→†, siddharth goyal†, c. lawrence zitnick† †meta fair ‡national energy research scientific computing center (nersc) {anuroops,abhshkdz,bmwood,sidgoyal,zitnick}@fb.com LI... | 3 | [
108.299,
600.6926768,
381.6372906,
612.6478768
] |
h8T5dZWTZ-Z.pdf | 2,023 | 2 | LINEBREAK basic binary convolution unit for binarized image restoration network LINEBREAK bin xia1, yulun zhang2, yitong wang3, yapeng tian4, wenming yang1∗, radu timofte5, and luc van gool2 1tsinghua university 2eth z¨urich 3bytedance inc 4university of texas at dallas 5university of w¨urzburg LINEBREAK abstract L... | 2 | [
132.15924,
532.0400784,
224.1475803,
542.0026784
] |
qwULHx9zld.pdf | 2,022 | 1 | LINEBREAK random matrices in service of ml footprint: ternary random features with no performance loss LINEBREAK hafiz tiomoko ali huawei noah’s ark lab (london) hafiz.tiomoko.ali@huawei.com LINEBREAK zhenyu liao huazhong university of science & technology, china zhenyu_liao@hust.edu.cn LINEBREAK romain couillet un... | 8 | [
108.299,
192.9066768,
195.3774711,
204.8618768
] |
IgIk8RRT-Z.pdf | 2,021 | 1 | LINEBREAK compofa: compound once-for-all networks for faster multi-platform deployment LINEBREAK manas sahni, shreya varshini, alind khare, alexey tumanov georgia institute of technology {sahnimanas, shreyavarshini, alindkhare, atumanov}@gatech.edu LINEBREAK abstract LINEBREAK the emergence of cnns in mainstream de... | 1 | [
108.299,
88.0636768,
211.1957635,
100.0188768
] |
3YFDsSRSxB-.pdf | 2,023 | 1 | LINEBREAK unicom: universal and compact representation learning for image retrieval LINEBREAK xiang an1, jiankang deng2 ∗, kaicheng yang1, jiawei li1, ziyong feng1, jia guo3, jing yang4, tongliang liu5 1deepglint, 2huawei, 3insightface, 4university of cambridge, 5university of sydney xiangan@deepglint.com,jiankangden... | 2 | [
108.299,
621.1946768,
211.1957635,
633.1498768
] |
SYuJXrXq8tw.pdf | 2,022 | 0 | LINEBREAK sparsity winning twice: better robust generalization from more efficient training LINEBREAK tianlong chen1*, zhenyu zhang2*, pengjun wang2*, santosh balachandra1*, haoyu ma3*, zehao wang2, zhangyang wang1 1university of texas at austin, 2university of science and technology of china, 3university of californ... | 21 | [
442.2456567,
384.5542954651,
498.2884981254,
394.0740578951
] |
JYtwGwIL7ye.pdf | 2,022 | 1 | LINEBREAK the effects of reward misspecification: mapping and mitigating misaligned models LINEBREAK alexander pan caltech LINEBREAK kush bhatia uc berkeley LINEBREAK jacob steinhardt uc berkeley LINEBREAK abstract LINEBREAK reward hacking—where rl agents exploit gaps in misspecified reward functions—has been wid... | 7 | [
108.299,
432.5166768,
414.7411521,
444.4718768
] |
XPZIaotutsD.pdf | 2,021 | 0 | LINEBREAK deberta: decoding-enhanced bert with disentangled attention LINEBREAK pengcheng he1, xiaodong liu2, jianfeng gao2, weizhu chen1 1 microsoft dynamics 365 ai {penhe,xiaodl,jfgao,wzchen}@microsoft.com LINEBREAK 2 microsoft research LINEBREAK abstract LINEBREAK recent progress in pre-trained neural language ... | 3 | [
253.77,
593.404,
286.945458,
610.4498
] |
Z63RvyAZ2Vh.pdf | 2,023 | 1 | LINEBREAK unikgqa: unified retrieval and reasoning for solving multi-hop question answering over knowledge graph LINEBREAK jinhao jiang1,3 *, kun zhou2,3 *, wayne xin zhao1,3 (cid:66) and ji-rong wen1,2,3 1gaoling school of artificial intelligence, renmin university of china. 2school of information, renmin university... | 8 | [
108.299,
697.5936768,
211.1957635,
709.5488768
] |
3YjQfCLdrzz.pdf | 2,023 | 0 | LINEBREAK fosr: first-order spectral rewiring for addressing oversquashing in gnns LINEBREAK kedar karhadkar ucla kedar@math.ucla.edu LINEBREAK pradeep kr. banerjee mpi mis pradeep@mis.mpg.de LINEBREAK guido montúfar ucla & mpi mis montufar@math.ucla.edu LINEBREAK abstract LINEBREAK graph neural networks (gnns) a... | 10 | [
108,
235.3890784,
503.998284668,
245.5808182
] |
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