| [ | |
| { | |
| "id": "-_FVMKvxVCQo1", | |
| "title": "The return of AdaBoost.MH: multi-class Hamming trees", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Bal\u00e1zs K\u00e9gl", | |
| "authorids": "balazs.kegl@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "00Rp6XTNJq0GY", | |
| "title": "Adaptive Feature Ranking for Unsupervised Transfer Learning", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Son N. Tran;Artur d'Avila Garcez", | |
| "authorids": "son.tran.1@city.ac.uk;aag@soi.city.ac.uk", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "26CF62DAFs2-K", | |
| "title": "Learning Type-Driven Tensor-Based Meaning Representations", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Tamara Polajnar;Luana Fagarasan;Stephen Clark", | |
| "authorids": "tamara.polajnar@gmail.com;luana.fagarasan@cl.cam.ac.uk;stephen.clark@cl.cam.ac.uk", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "33X9fd2-9FyZd", | |
| "title": "Auto-Encoding Variational Bayes", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Diederik P. Kingma;Max Welling", | |
| "authorids": "dpkingma@gmail.com;jingf@cs.ubc.ca", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "3RMnfrH_Fi8eU", | |
| "title": "Fast Training of Convolutional Networks through FFTs", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Michael Mathieu;Mikael Henaff;Yann LeCun", | |
| "authorids": "mathieu@cs.nyu.edu;mikael314@gmail.com;ylecun@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "4diyarNwq84_Q", | |
| "title": "Can recursive neural tensor networks learn logical reasoning?", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Samuel R. Bowman", | |
| "authorids": "sbowman@stanford.edu", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "6rEnMF1okeiBO", | |
| "title": "Low-Rank Approximations for Conditional Feedforward Computation in Deep Neural Networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Andrew Davis;Itamar Arel", | |
| "authorids": "ndrw.dvvs@gmail.com;itamar@ieee.org", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "7Y52YHDS2X7ae", | |
| "title": "Zero-Shot Learning by Convex Combination of Semantic Embeddings", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Tomas Mikolov;Andrea Frome;Samy Bengio;Jonathon Shlens;Yoram Singer;Greg S. Corrado;Jeffrey Dean;Mohammad Norouzi", | |
| "authorids": "tmikolov@google.com;afrome@google.com;bengio@gmail.com;shlens@google.com;singer@google.com;gcorrado@google.com;jeff@google.com;mohammad.n@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "8G-o3Hm_Z43Cf", | |
| "title": "Learning Transformations for Classification Forests", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Qiang Qiu;Guillermo Sapiro", | |
| "authorids": "qiang.qiu@duke.edu;guillermo.sapiro@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "8KokDTctkA8e4", | |
| "title": "Learning generative models with visual attention", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Charlie Tang;Nitish Srivastava;Ruslan Salakhutdinov", | |
| "authorids": "clarecorp@gmail.com;nitish.sri89@gmail.com;rsalakhu@cs.toronto.edu", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "AY3Hz-ujSEXUl", | |
| "title": "Deep Belief Networks for Image Denoising", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Mohammad Ali Keyvanrad;mohammad pezeshki;Mohammad Mehdi Homayounpour", | |
| "authorids": "keyvanrad@aut.ac.ir;mohammadpz@gmail.com;homayoun@aut.ac.ir", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "BBxkB2w0I_OjZ", | |
| "title": "Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Julian Ibarz;Ian Goodfellow;Sacha Arnoud;Vinay Shet;Yaroslav Bulatov", | |
| "authorids": "julianibarz@google.com;goodfellow.ian@gmail.com;sacha@google.com;vinayshet@google.com;yaroslavvb@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "BId1QQRE1gQLZ", | |
| "title": "Multi-View Priors for Learning Detectors from Sparse Viewpoint Data", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Bojan Pepik;Michael Stark;Peter Gehler;Bernt Schiele", | |
| "authorids": "bojan@mpi-inf.mpg.de;mst@stanford.edu;schiele@mpi-inf.mpg.de;pgehler@tuebingen.mpg.de", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "CRge-EDLedRUr", | |
| "title": "Efficient Visual Coding: From Retina To V2", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Honghao Shan;Garrison Cottrell", | |
| "authorids": "shanhonghao@gmail.com;gary@eng.ucsd.edu", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "DETu4zMyQH4kV", | |
| "title": "Semistochastic Quadratic Bound Methods", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Aleksandr Y. Aravkin;Anna Choromanska;Tony Jebara;Dimitri Kanevsky", | |
| "authorids": "sasha.aravkin@gmail.com;aec2163@columbia.edu;jebara@cs.columbia.edu;dimitri.kanevsky@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "DQNsQf-UsoDBa", | |
| "title": "Spectral Networks and Locally Connected Networks on Graphs", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Joan Bruna;Wojciech Zaremba;Arthur Szlam;Yann LeCun", | |
| "authorids": "joan.bruna@gmail.com;woj.zaremba@gmail.com;aszlam@ccny.cuny.edu;ylecun@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "DnsBnbl6TQD6t", | |
| "title": "Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Wei-Ying Ma;Tiejun Zhao;Kuiyuan Yang;Wei Yu;Yalong Bai", | |
| "authorids": "wyma@microsoft.com;tjzhao@hit.edu.cn;kuyang@microsoft.com;w.yu@hit.edu.cn;ylbai@mtlab.hit.edu.cn", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "EXqiEZhNias13", | |
| "title": "Continuous Learning: Engineering Super Features With Feature Algebras", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Michael Tetelman", | |
| "authorids": "michael.tetelman@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "HH-uZ8U2O1aWf", | |
| "title": "Deep and Wide Multiscale Recursive Networks for Robust Image Labeling", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Gary B. Huang;Viren Jain", | |
| "authorids": "huangg@janelia.hhmi.org;jainv@janelia.hhmi.org", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "Hq5MgBFOP62-X", | |
| "title": "OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Michael Mathieu;Yann LeCun;Rob Fergus;David Eigen;Pierre Sermanet;Xiang Zhang", | |
| "authorids": "mathieu@cs.nyu.edu;ylecun@gmail.com;robfergus@gmail.com;deigen@cs.nyu.edu;pierre.sermanet@gmail.com;xiang@cs.nyu.edu", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "II-mIcAshLID0", | |
| "title": "Stopping Criteria in Contrastive Divergence: Alternatives to the Reconstruction Error", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "David Buchaca;Enrique Romero;Ferran Mazzanti;Jordi Delgado", | |
| "authorids": "davidbuchaca@gmail.com;eromero@lsi.upc.edu;ferran.mazzanti@upc.edu;jdelgado.pin@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "IrVvIL2BaXrg4", | |
| "title": "Reference Distance Estimator", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Yanpeng Li", | |
| "authorids": "liyanpeng.lyp@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "L80PLIixPIXTH", | |
| "title": "How to Construct Deep Recurrent Neural Networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Razvan Pascanu;Caglar Gulcehre;KyungHyun Cho;Yoshua Bengio", | |
| "authorids": "r.pascanu@gmail.com;gulcehrc@iro.umontreal.ca;kyunghyun.cho@aalto.fi;yoshua.bengio@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "LwyBkw8Nh6Y1J", | |
| "title": "Unit Tests for Stochastic Optimization", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Tom Schaul;Ioannis Antonoglou;David Silver", | |
| "authorids": "schaul@cims.nyu.edu;ioannis@deepmind.com;david@deepmind.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "M7uvMK0-IZCh9", | |
| "title": "Image Representation Learning Using Graph Regularized Auto-Encoders", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Yiyi Liao;Yue Wang;Yong Liu", | |
| "authorids": "yyliao@iipc.zju.edu.cn;wangyue@iipc.zju.edu.cn;cckaffe@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "MMG-yUjRFZqpn", | |
| "title": "A Simple Model for Learning Multilingual Compositional Semantics", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Karl Moritz Hermann;Phil Blunsom", | |
| "authorids": "mail@karlmoritz.com;phil.blunsom@cs.ox.ac.uk", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "MMSzYHL_g1V83", | |
| "title": "Rate-Distortion Auto-Encoders", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Luis G. Sanchez Giraldo;Jose C. Principe", | |
| "authorids": "sanchez@cnel.ufl.edu;principe@cnel.ufl.edu", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "NNP_NfOK_ENK4", | |
| "title": "An Architecture for Distinguishing between Predictors and Inhibitors in Reinforcement Learning", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Patrick C. Connor;Thomas P. Trappenberg", | |
| "authorids": "patrick.connor@dal.ca;tt@cs.dal.ca", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "NPFdalK3djNuI", | |
| "title": "A Generative Product-of-Filters Model of Audio", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Dawen Liang;Mathew D. Hoffman;Gautham Mysore", | |
| "authorids": "dliang@ee.columbia.edu;mathoffm@adobe.com;gmysore@adobe.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "NR4KjDE0w9RXD", | |
| "title": "Improving Deep Neural Networks with Probabilistic Maxout Units", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Jost Tobias Springenberg;Martin Riedmiller", | |
| "authorids": "springj@informatik.uni-freiburg.de;martin.riedmiller@deepmind.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "OP4ePyQXNu-da", | |
| "title": "On Fast Dropout and its Applicability to Recurrent Networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Justin Bayer;Christian Osendorfer;Sebastian Urban;Nutan Chen;Daniela Korhammer;Patrick van der Smagt", | |
| "authorids": "bayer.justin@googlemail.com;osendorf@gmail.com;surban@tum.de;ntchen86@gmail.com;korhammd@in.tum.de;smagt@tum.de", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "O_cyOSWv8TrlS", | |
| "title": "Neuronal Synchrony in Complex-Valued Deep Networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "David Reichert;Thomas Serre", | |
| "authorids": "david_reichert@brown.edu;thomas_serre@brown.edu", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "PiMICQ7tbB-Aa", | |
| "title": "Distinction between features extracted using deep belief networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "mohammad pezeshki;Sajjad Gholami;Ahmad Nickabadi", | |
| "authorids": "mohammadpz@gmail.com;s.gholami@aut.ac.ir;nickabadi@aut.ac.ir", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "PtRd6ZOVAm7Lv", | |
| "title": "Sparse, complex-valued representations of natural sounds learned with phase and amplitude continuity priors", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Wiktor Mlynarski", | |
| "authorids": "mlynar@mis.mpg.de", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "QDm4QXNOsuQVE", | |
| "title": "k-Sparse Autoencoders", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Alireza Makhzani;Brendan Frey", | |
| "authorids": "a.makhzani@gmail.com;frey@psi.utoronto.ca", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "R5x4IjeY4351N", | |
| "title": "Why does the unsupervised pretraining encourage moderate-sparseness?", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Jun Li;Wei Luo;Jian Yang;Xiaotong Yuan", | |
| "authorids": "junl.njust@gmail.com;lw860123@gmail.com;csjyang@njust.edu.cn;xtyuan1980@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "UVH3Ucewd-IXZ", | |
| "title": "Deep learning for neuroimaging: a validation study", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Sergey M. Plis;Devon R. Hjelm;Ruslan Salakhutdinov;Vince D. Calhoun", | |
| "authorids": "splis@mrn.org;dhjelm@mrn.org;rsalakhu@cs.toronto.edu;vcalhoun@mrn.org", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "UYmwU4C1wZi16", | |
| "title": "Feature Graph Architectures", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Richard Davis;Sanjay Chawla;Philip Leong", | |
| "authorids": "davisconsulting@gmail.com;sanjay.chawla@sydney.edu.au;philip.leong@sydney.edu.au", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "Wi9tWlxh4Jwu6", | |
| "title": "Understanding Deep Architectures using a Recursive Convolutional Network", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "David Eigen;Jason Rolfe;Rob Fergus;Yann LeCun", | |
| "authorids": "deigen@cs.nyu.edu;rolfe22@gmail.com;robfergus@gmail.com;ylecun@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "YDXrDdbom9YCi", | |
| "title": "Large-scale Multi-label Text Classification - Revisiting Neural Networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Jinseok Nam;Jungi Kim;Iryna Gurevych;Johannes F\u00fcrnkranz", | |
| "authorids": "jinseok.n@gmail.com;kim@ukp.informatik.tu-darmstadt.de;gurevych@ukp.informatik.tu-darmstadt.de;juffi@ke.informatik.tu-darmstadt.de", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "YHGzHsybzQU0l", | |
| "title": "Factorial Hidden Markov Models for Learning Representations of Natural Language", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Anjan Nepal;Alexander Yates", | |
| "authorids": "rockanjan@gmail.com;ayates@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "YvgSX22hONWpI", | |
| "title": "Multimodal Transitions for Generative Stochastic Networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Sherjil Ozair;Li Yao;Yoshua Bengio", | |
| "authorids": "sherjilozair@gmail.com;yaoli.email@gmail.com;yoshua.bengio@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "ZZ7T6hXbaEcAQ", | |
| "title": "An empirical analysis of dropout in piecewise linear networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "David Warde-Farley;Ian Goodfellow;Aaron Courville;Yoshua Bengio", | |
| "authorids": "d.warde.farley@gmail.com;goodfellow.ian@gmail.com;aaron.courville@gmail.com;yoshua.bengio@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "__Jk_HAdtfK5W", | |
| "title": "Learning to encode motion using spatio-temporal synchrony", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Kishore Reddy Konda;Roland Memisevic;Vincent Michalski", | |
| "authorids": "konda@informatik.uni-frankfurt.de;roland.memisevic@gmail.com;vmichals@rz.uni-frankfurt.de", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "_wzZwKpTDF_9C", | |
| "title": "Exact solutions to the nonlinear dynamics of learning in deep linear neural networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Andrew Saxe;James L. McClelland;Surya Ganguli", | |
| "authorids": "asaximus@gmail.com;mcclelland@stanford.edu;sganguli@stanford.edu", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "bSaT4mmQt84Lx", | |
| "title": "On the number of inference regions of deep feed forward networks with piece-wise linear activations", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Razvan Pascanu;Guido F. Montufar;Yoshua Bengio", | |
| "authorids": "r.pascanu@gmail.com;guidomontufar@googlemail.com;yoshua.bengio@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "bb7SwHahSUpiq", | |
| "title": "Approximated Infomax Early Stopping: Revisiting Gaussian RBMs on Natural Images", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Taichi Kiwaki;Takaki Makino;Kazuyuki Aihara", | |
| "authorids": "qqm377p9k@gmail.com;mak@sat.t.u-tokyo.ac.jp;aihara@sat.t.u-tokyo.ac.jp", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "gg4nKrblw0gkf", | |
| "title": "Bounding the Test Log-Likelihood of Generative Models", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Yoshua Bengio;Li Yao;KyungHyun Cho", | |
| "authorids": "yoshua.bengio@gmail.com;yaoli.email@gmail.com;kyunghyun.cho@aalto.fi", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "kkUZ1FHlLaPAf", | |
| "title": "Learning Paired-associate Images with An Unsupervised Deep Learning Architecture", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Ti Wang;Daniel L. Silver", | |
| "authorids": "108787w@acadiau.ca;danny.silver@acadiau.ca", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "kkgljR8O6hjHA", | |
| "title": "EXMOVES: Classifier-based Features for Scalable Action Recognition", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Du Tran;Lorenzo Torresani", | |
| "authorids": "trandu@gmail.com;lorenzo@cs.dartmouth.edu", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "kklr_MTHMRQjG", | |
| "title": "Intriguing properties of neural networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Joan Bruna;Christian Szegedy;Ilya Sutskever;Ian Goodfellow;Wojciech Zaremba;Rob Fergus;Dumitru Erhan", | |
| "authorids": "joan.bruna@gmail.com;szegedy@google.com;ilya.at.cs@gmail.com;goodfellow.ian@gmail.com;woj.zaremba@gmail.com;robfergus@gmail.com;dumitru.erhan@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "kziQtP-nGqzDb", | |
| "title": "Learning Human Pose Estimation Features with Convolutional Networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Ajrun Jain;Jonathan Tompson;Mykhaylo Andriluka;Graham Taylor;Christoph Bregler", | |
| "authorids": "ajain@nyu.edu;jonathantompson@gmail.com;andriluka@mpi-inf.mpg.de;gwtaylor@gmail.com;chris.bregler@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "l-BU-GGdtAlmX", | |
| "title": "Generative NeuroEvolution for Deep Learning", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Phillip Verbancsics;Josh Harguess", | |
| "authorids": "verbancsics@gmail.com;joshua.harguess@navy.mil", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "mQPhQwYHsGQ31", | |
| "title": "Learned versus Hand-Designed Feature Representations for 3d Agglomeration", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "John A. Bogovic;Gary B. Huang;Viren Jain", | |
| "authorids": "bogovicj@janelia.hhmi.org;huangg@janelia.hhmi.org;jainv@janelia.hhmi.org", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "mugzy2nI-Ayi1", | |
| "title": "Learning Non-Linear Feature Maps, With An Application To Representation Learning", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Dimitrios Athanasakis;John Shawe-Taylor;Delmiro Fernandez-Reyes", | |
| "authorids": "dathanasakis@gmail.com;jst@cs.ucl.ac.uk;dfernan@nimr.mrc.ac.uk", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "nF5CFb0ZQBFDr", | |
| "title": "Sequentially Generated Instance-Dependent Image Representations for Classification", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Matthieu Cord;patrick gallinari;Nicolas Thome;Ludovic Denoyer;Gabriel Dulac-Arnold", | |
| "authorids": "matthieu.cord@lip6.fr;patrick.gallinari@gmail.com;nicolas.thome@lip6.fr;ludovic.denoyer@lip6.fr;gabriel.dulac-arnold@lip6.fr", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "nny0nGJmvYs2b", | |
| "title": "Zero-Shot Learning and Clustering for Semantic Utterance Classification", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Yann N. Dauphin;Gokhan Tur;Dilek Hakkani-Tur;Larry Heck", | |
| "authorids": "dhaemon@gmail.com;gokhan.tur@microsoft.com;dilek.hakkani-tur@microsoft.com;larry.heck@microsoft.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "oXSw7laxwUpln", | |
| "title": "An Empirical Investigation of Catastrophic Forgeting in Gradient-Based Neural Networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Yoshua Bengio;Mehdi Mirza;Ian Goodfellow;Aaron Courville;Xia Da", | |
| "authorids": "yoshua.bengio@gmail.com;mirzamom@iro.umontreal.ca;goodfellow.ian@gmail.com;aaron.courville@gmail.com;xiada99@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "pAi8PkmKuJPvU", | |
| "title": "Nonparametric Weight Initialization of Neural Networks via Integral Representation", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Sho Sonoda;Noboru Murata", | |
| "authorids": "s.sonoda0110@toki.waseda.jp;noboru.murata@eb.waseda.ac.jp", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "plS31K743MGWn", | |
| "title": "A Primal-Dual Method for Training Recurrent Neural Networks Constrained by the Echo-State Property", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Jianshu Chen;Li Deng", | |
| "authorids": "chenjianshu@gmail.com;deng629@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "qqUMpzcNswxen", | |
| "title": "Deep Convolutional Ranking for Multilabel Image Annotation", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Sergey Ioffe;Alexander Toshev;Yangqing Jia;Thomas Leung;Yunchao Gong", | |
| "authorids": "leungt@google.com;toshev@google.com;jiayq84@gmail.com;sioffe@google.com;yunchao@cs.unc.edu", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "srkxraD5zAMCX", | |
| "title": "Correlation-based construction of neighborhood and edge features", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Bal\u00e1zs K\u00e9gl", | |
| "authorids": "balazs.kegl@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "tPCrkaLa9Y5ld", | |
| "title": "One-Shot Adaptation of Supervised Deep Convolutional Models", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Trevor Darrell;Eric Tzeng;Yangqing Jia;Judy Hoffman;Kate Saenko;Jeff Donahue", | |
| "authorids": "trevordarrell@gmail.com;etzeng@eecs.berkeley.edu;jiayq84@gmail.com;jhoffman@eecs.berkeley.edu;saenko@cs.uml.edu;jdonahue@eecs.berkeley.edu", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "u-IAYCzRsK-vN", | |
| "title": "Sparse similarity-preserving hashing", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Alex M. Bronstein;Guillermo Sapiro;Pablo Sprechmann;Jonathan Masci;Michael M. Bronstein", | |
| "authorids": "alexbronst@gmail.com;guillermo.sapiro@gmail.com;pablo.sprechmann@duke.edu;jonathan.masci@gmail.com;michael.bronstein@usi.ch", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "uuFh8Ny0WPw0B", | |
| "title": "Some Improvements on Deep Convolutional Neural Network Based Image Classification", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Andrew Howard", | |
| "authorids": "andrewgeraldhoward@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "vz8AumxkAfz5U", | |
| "title": "Revisiting Natural Gradient for Deep Networks", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Razvan Pascanu;Yoshua Bengio", | |
| "authorids": "r.pascanu@gmail.com;yoshua.bengio@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "wxobw18IYOxu4", | |
| "title": "Group-sparse Embeddings in Collective Matrix Factorization", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Arto Klami;Guillaume Bouchard;Abhishek Tripathi", | |
| "authorids": "arto.klami@gmail.com;guillaume.bouchard.free.fr@gmail.com;abhishektripathi.at@gmail.com", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "ylE6yojDR5yqX", | |
| "title": "Network In Network", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "Min Lin;Qiang Chen;Shuicheng Yan", | |
| "authorids": "mavenlin@gmail.com;chenqiang@nus.edu.sg;eleyans@nus.edu.sg", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| }, | |
| { | |
| "id": "z6PozRtCowzLe", | |
| "title": "Modeling correlations in spontaneous activity of visual cortex with centered Gaussian-binary deep Boltzmann machines", | |
| "track": "main", | |
| "status": "Poster", | |
| "keywords": "", | |
| "primary_area": "", | |
| "author": "nan wang;Laurenz Wiskott;Dirk Jancke", | |
| "authorids": "nan.wang.28@googlemail.com;laurenz.wiskott@rub.de;jancke@neurobiologie.rub.de", | |
| "aff": "", | |
| "aff_domain": "", | |
| "position": "", | |
| "rating": "", | |
| "rating_avg": 0, | |
| "project": "", | |
| "github": "" | |
| } | |
| ] |