ICLR 2016 - Workshop Track
International Conference on Learning Representations
May 2 - 4, 2016, Caribe Hilton, San Juan, Puerto Rico
Please see the venue website (http://www.iclr.cc/doku.php?id=iclr2016:main) for more information.
Submission deadline: 18 Feb 2016
BLACK BOX VARIATIONAL INFERENCE FOR STATE SPACE MODELSpdf
Evan Archer, Il Memming Park, Lars Buesing, John Cunningham, Liam Paninski
25 Mar 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Fine-grained pose prediction, normalization, and recognitionpdf
Ning Zhang, Evan Shelhamer, Yang Gao, Trevor Darrell
25 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Neural Network Training Variations in Speech and Subsequent Performance Evaluationpdf
Ewout van den Berg, Bhuvana Ramabhadran, Michael Picheny
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
4 replies
Improving Variational Inference with Inverse Autoregressive Flowpdf
Diederik P. Kingma, Tim Salimans, Max Welling
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
4 replies
Manifold traversal using density ridgespdf
Jonas Nordhaug Myhre, Michael Kampffmeyer, Robert Jenssen
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Neural Variational Random Field Learningpdf
Volodymyr Kuleshov, Stefano Ermon
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Learning Genomic Representations to Predict Clinical Outcomes in Cancerpdf
Safoora Yousefi, Congzheng Song, Nelson Nauata, Lee Cooper
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Understanding Very Deep Networks via Volume Conservationpdf
Thomas Unterthiner, Sepp Hochreiter
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Fixed Point Quantization of Deep Convolutional Networkspdf
Darryl D. Lin, Sachin S. Talathi, V. Sreekanth Annapureddy
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Learning stable representations in a changing world with on-line t-SNE: proof of concept in the songbirdpdf
Stéphane Deny, Emily Mackevicius, Tatsuo Okubo, Gordon Berman, Joshua Shaevitz, Michale Fee
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
A Neural Architecture for Representing and Reasoning about Spatial Relationshipspdf
Eric Weiss, Brian Cheung, Bruno Olshausen
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Stuck in a What? Adventures in Weight Spacepdf
Zachary C. Lipton
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Contextual convolutional neural network filtering improves EM image segmentationpdf
Xundong Wu, Yong Wu, Ligia Toro,Enrico Stefani
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Brandon Amos, J. Zico Kolter
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Distinct Class Saliency Maps for Multiple Object Imagespdf
Wataru Shimoda, Keiji Yanai
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Stanis?aw Jastrz?bski, Damian Le?niak, Wojciech Marian Czarnecki
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Understanding Visual Concepts with Continuation Learningpdf
William F. Whitney, Michael Chang, Tejas Kulkarni, Joshua B. Tenenbaum
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Generative Adversarial Metricpdf
Daniel Jiwoong Im, Chris Dongjoo Kim, Hui Jiang, Roland Memisevic
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Why are deep nets reversible: A simple theory, with implications for trainingpdf
Sanjeev Arora, Yingyu Liang, Tengyu Ma
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Revise Saturated Activation Functionspdf
Bing Xu, Ruitong Huang, Mu Li
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Learning Retinal Tiling in a Model of Visual Attentionpdf
Brian Cheung, Eric Weiss, Bruno Olshausen
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Applying Representation Learning for Educational Data Miningpdf
Milagro Teruel, Laura Alonso Alemany
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Deep Motif: Visualizing Genomic Sequence Classificationspdf
Jack Lanchantin, Ritambhara Singh, Zeming Lin, & Yanjun Qi
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
JOINT STOCHASTIC APPROXIMATION LEARNING OF HELMHOLTZ MACHINESpdf
HaotianXu, Zhijian Ou
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Alternative structures for character-level RNNspdf
Piotr Bojanowski, Armand Joulin, Tomas Mikolov
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learningpdf
Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Learning Dense Convolutional Embeddings for Semantic Segmentationpdf
Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)?pdf
Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Ozlem Aslan Shengjie Wang, Rich Caruana, Abdelrahman Mohamed, Matthai Philipose, Matt Richardson
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
A Differentiable Transition Between Additive and Multiplicative Neuronspdf
Wiebke Koepp, Patrick van der Smagt, Sebastian Urban
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Ozlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
A CONTROLLER-RECOGNIZER FRAMEWORK: HOW NECESSARY IS RECOGNITION FOR CONTROL?pdf
Marcin Moczulski, Kelvin Xu, Aaron Courville, Kyunghyun Cho
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
A constrained l1 minimization approach for estimating multiple Sparse Gaussian or Nonparanormal Graphical Modelspdf
Beilun Wang, Ritambhara Singh, Yanjun Qi
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Unsupervised Learning with Imbalanced Data via Structure Consolidation Latent Variable Modelpdf
Fariba Yousefi, Zhenwen Dai, Carl Henrik Ek, Neil Lawrence
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Fully Convolutional Nerual Network for Body Part Segmentationpdf
David Frank, Richard Kelley, David Feil-Seifer
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Spatio-Temporal Video Autoencoder with Differentiable Memorypdf
Viorica Patraucean, Ankur Handa, Roberto Cipolla
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Learning visual groups from co-occurrences in space and timepdf
Phillip Isola, Daniel Zoran, Dilip Krishnan, Edward H. Adelson
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Deep Autoresolution Networkspdf
Gabriel Pereyra, Christian Szegedy
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Resnet in Resnet: Generalizing Residual Architecturespdf
Sasha Targ, Diogo Almeida, Kevin Lyman
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
4 replies
Doctor AI: Predicting Clinical Events via Recurrent Neural Networkspdf
Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F. Stewart, Joshua C. Denny, Bradley A. Malin, Jimeng Sun
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Hardware-Oriented Approximation of Convolutional Neural Networkspdf
Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Sequence Modeling with Recurrent Tensor Networkspdf
Richard Kelley
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
GradNets: Dynamic Interpolation Between Neural Architecturespdf
Diogo Almeida, Nate Sauder
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Visualizing and Understanding Recurrent Networkspdf
Andrej Karpathy, Justin Johnson, Li Fei-Fei
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
On-the-fly Network Pruning for Object Detectionpdf
Marc Masana,Joost van de Weijer,Andrew D. Bagdanov
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
4 replies
Using Encoder-Decoder Convolutional Networks to Segment Carbon Fiber CTpdf
Daniel Sammons, William P. Winfree
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Convolutional Monte Carlo Rollouts for the Game of Gopdf
Peter H Jin, Kurt Keutzer
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Timothy J. Draelos, Nadine E. Miner, Jonathan A. Cox, Christopher C. Lamb, Conrad D. James, James B. Aimone
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
4 replies
Rectified Factor Networks for Biclusteringpdf
Djork-Arné Clevert, Thomas Unterthiner, Sepp Hochreiter
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Seq-NMS for Video Object Detectionpdf
Wei Han, Pooya Khorrami, Tom Le Paine, Prajit Ramachandran, Mohammad Babaeizadeh, Honghui Shi, Jiana Li, Shuicheng Yan, Thomas S. Huang
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
CMA-ES for Hyperparameter Optimization of Deep Neural Networkspdf
Ilya Loshchilov, Frank Hutter
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
6 replies
Lookahead Convolution Layer for Unidirectional Recurrent Neural Networkspdf
Chong Wang, Dani Yogatama, Adam Coates, Tony Han, Awni Hannun, Bo Xiao
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
RandomOut: Using a convolutional gradient norm to win The Filter Lotterypdf
Joseph Paul Cohen, Henry Z. Lo, Wei Ding
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
HARDWARE-FRIENDLY CONVOLUTIONAL NEURAL NETWORK WITH EVEN-NUMBER FILTER SIZEpdf
Song Yao, Song Han, Kaiyuan Guo, Jianqiao Wangni, Yu Wang
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Initializing Entity Representations in Relational Modelspdf
Teng Long, Ryan Lowe, Jackie Cheung, Doina Precup
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
ADDING GRADIENT NOISE IMPROVES LEARNING FOR VERY DEEP NETWORKSpdf
Arvind Neelakantan, Luke Vilnis, Quoc V. Le, Ilya Sutskever, Lukasz Kaiser, Karol Kurach, James Martens
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Robust Convolutional Neural Networks under Adversarial Noisepdf
Jonghoon Jin, Aysegul Dundar, Eugenio Culurciello
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Guided Sequence-to-Sequence Learning with External Rule Memorypdf
Jiatao Gu, Baotian Hu, Zhengdong Lu, Hang Li, Victor O.K. Li
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Deconstructing the Ladder Network Architecturepdf
Mohammad Pezeshki, Linxi Fan, Philemon Brakel, Aaron Courville, Yoshua Bengio
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameterspdf
Jelena Luketina,Mathias Berglund,Tapani Raiko
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Henry Z Lo, Kevin Amaral, Wei Ding
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Neural Text Understanding with Attention Sum Readerpdf
Rudolf Kadlec, Martin Schmid, Ond?ej Bajgar, Jan Kleindienst
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
1 reply
Incorporating Nesterov Momentum into Adampdf
Timothy Dozat
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Binding via Reconstruction Clusteringpdf
Klaus Greff, Rupesh Srivastava, Jürgen Schmidhuber
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Variational Inference for On-line Anomaly Detection in High-Dimensional Time Seriespdf
Maximilian Sölch, Justin Bayer, Marvin Ludersdorfer, Patrick van der Smagt
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Deep Directed Generative Models with Energy-Based Probability Estimationpdf
Taesup Kim, Yoshua Bengio
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Unsupervised Learning of Visual Structure using Predictive Generative Networkspdf
William Lotter, Gabriel Kreiman, David Cox
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
A metric learning approach for graph-based label propagationpdf
Pauline Wauquier,Mikaela Keller
19 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Task Loss Estimation for Structured Predictionpdf
Dzmitry Bahdanau, Dmiriy Serdyuk, Philémon Brakel, Nan Rosemary Ke, Jan Chorowski, Aaron Courville, Yoshua Bengio
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Autoencoding for Joint Relation Factorization and Discovery from Textpdf
Diego Marcheggiani, Ivan Titov
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Adaptive Natural Gradient Learning Based on Riemannian Metric of Score Matchingpdf
Ryo Karakida, Masato Okada, Shun-ichi Amari
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Data Cleaning by Deep Dictionary Learningpdf
Zhongqi Lu,Qiang Yang
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
RECURRENT MODELS FOR AUDITORY ATTENTION IN MULTI-MICROPHONE DISTANCE SPEECH RECOGNITIONpdf
Suyoun Kim, Ian Lane
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Embedding Entity Pairs through Observed Relations for Knowledge Base Completionpdf
Dirk Weissenborn
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
4 replies
Neural Enquirer: Learning to Query Tables in Natural Languagepdf
Pengcheng Yin, Zhengdong Lu, Hang Li, Ben Kao
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
End to end speech recognition in English and Mandarinpdf
Dario Amodei, Rishita Anubhai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Jingdong Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Erich Elsen, Jesse Engel, Linxi Fan, Christopher Fougner, Tony Han, Awni Hannun, Billy Jun, Patrick LeGresley, Libby Lin, Sharan Narang, Andrew Ng, Sherjil Ozair, Ryan Prenger, Jonathan Raiman, Sanjeev Satheesh, David Seetapun, Shubho Sengupta, Yi Wang, Zhiqian Wang, Chong Wang, Bo Xiao, Dani Yogatama, Jun Zhan, Zhenyao Zhu
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Revisiting Distributed Synchronous SGDpdf
Jianmin Chen, Rajat Monga, Samy Bengio, Rafal Jozefowicz
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Sparse Distance Weighted Discriminationpdf
Boxiang Wang, Hui Zou
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
1 reply
Sequence-to-Sequence RNNs for Text Summarizationpdf
Ramesh Nallapati, Bing Xiang, Bowen Zhou
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Document Context Language Modelspdf
Yangfeng Ji, Trevor Cohn, Lingpeng Kong, Chris Dyer, Jacob Eisenstein
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Lessons from the Rademacher Complexity for Deep Learningpdf
Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Unitary Evolution Recurrent Neural Networkspdf
Martin Arjovsky, Amar Shah, Yoshua Bengio
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
LSTM-based Deep Learning Models for non-factoid answer selectionpdf
Ming Tan,Cicero dos Santos,Bing Xiang,Bowen Zhou
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Variance Reduction in SGD by Distributed Importance Samplingpdf
Guillaume Alain, Alex Lamb, Chinnadhurai Sankar, Aaron Courville, Yoshua Bengio
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Neural Variational Inference for Text Processingpdf
Yishu Miao, Lei Yu, Phil Blunsom
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Nonparametric Canonical Correlation Analysispdf
Tomer Michaeli, Weiran Wang, Karen Livescu
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Persistent RNNs: Stashing Weights on Chippdf
Greg Diamos, Shubho Sengupta, Bryan Catanzaro, Mike Chrzanowski, Adam Coates, Erich Elsen, Jesse Engel, Awni Hannun, Sanjeev Satheesh
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Convolutional Clustering for Unsupervised Learningpdf
Aysegul Dundar, Jonghoon Jin, and Eugenio Culurciello
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Temporal Convolutional Neural Networks for Diagnosis from Lab Testspdf
Narges Razavian, David Sontag
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Bidirectional Helmholtz Machinespdf
Jorg Bornschein, Samira Shabanian, Asja Fischer, Yoshua Bengio
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Data Cleaning by Deep Dictionary Learningpdf
Zhongqi Lu, Qiang Yang
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Neural network-based clustering using pairwise constraintspdf
Yen-Chang Hsu, Zsolt Kira
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Multi-layer Representation Learning for Medical Conceptspdf
Edward Choi,Mohammad Taha Bahadori,Jimeng Sun,Elizabeth Searles,Catherine Coffey
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Deep Bayesian Neural Nets as Deep Matrix Gaussian Processespdf
Christos Louizos, Max Welling
18 Feb 2016
ICLR 2016 workshop submission
readers: everyone
5 replies
Online Batch Selection for Faster Training of Neural Networkspdf
Ilya Loshchilov,Frank Hutter
17 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Close-to-clean regularization relates virtual adversarial training, ladder networks and otherspdf
Mudassar Abbas, Jyri Kivinen, Tapani Raiko
17 Feb 2016
ICLR 2016 workshop submission
readers: everyone
4 replies
Neural Generative Question Answeringpdf
Jun Yin, Xin Jiang, Zhengdong Lu, Lifeng Shang, Hang Li, Xiaoming Li
17 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Convolutional Models for Joint Object Categorization and Pose Estimationpdf
Mohamed Elhoseiny, Tarek El-Gaaly, Amr Bakry, Ahmed Elgammal
17 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Learning to Represent Words in Context with Multilingual Supervisionpdf
Kazuya Kawakami, Chris Dyer
17 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Comparative Study of Caffe, Neon, Theano, and Torch for Deep Learningpdf
Soheil Bahrampour, Naveen Ramakrishnan, Lukas Schott, Mohak Shah
17 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
ParseNet: Looking Wider to See Betterpdf
Wei Liu, Andrew Rabinovich, Alexander C. Berg
17 Feb 2016
ICLR 2016 workshop submission
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0 replies
How far can we go without convolution: Improving fully-connected networkspdf
Zhouhan Lin, Roland Memisevic, Kishore Konda
17 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inferencepdf
Yarin Gal, Zoubin Ghahramani
17 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
VARIATIONAL STOCHASTIC GRADIENT DESCENTpdf
Michael Tetelman
16 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Mixtures of Sparse Autoregressive Networkspdf
Marc Goessling, Yali Amit
16 Feb 2016
ICLR 2016 workshop submission
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0 replies
Efficient Inference in Occlusion-Aware Generative Models of Imagespdf
Jonathan Huang, Kevin Murphy
16 Feb 2016
ICLR 2016 workshop submission
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0 replies
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutionspdf
Michael Figurnov, Dmitry Vetrov, Pushmeet Kohli
16 Feb 2016
ICLR 2016 workshop submission
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0 replies
Amjad Almahairi, Nicolas Ballas, Tim Cooijmans, Yin Zheng, Hugo Larochelle, Aaron Courville
16 Feb 2016
ICLR 2016 workshop submission
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0 replies
Conditional computation in neural networks for faster modelspdf
Emmanuel Bengio, Pierre-Luc Bacon, Joelle Pineau, Doina Precup
16 Feb 2016
ICLR 2016 workshop submission
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0 replies
Alireza Makhzani, Jonathon Shlens, Navdeep Jaitly, Ian Goodfellow
16 Feb 2016
ICLR 2016 workshop submission
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0 replies
Learning to Decompose for Object Detection and Instance Segmentationpdf
Eunbyung Park, Alexander C. Berg
15 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Coverage-based Neural Machine Translationpdf
Zhaopeng Tu, Zhengdong Lu, Yang Liu, Xiaohua Liu, Hang Li
15 Feb 2016
ICLR 2016 workshop submission
readers: everyone
2 replies
Stacked What-Where Auto-encoderspdf
Junbo Zhao, Michael Mathieu, Ross Goroshin, Yann LeCun
15 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Learning Representations of Affect from Speechpdf
Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
15 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Universum Prescription: Regularization using Unlabeled Datapdf
Xiang Zhang,Yann LeCun
15 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Deep Reinforcement Learning with an Action Space Defined by Natural Languagepdf
Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf
14 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Generating Sentences from a Continuous Spacepdf
Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, Andrew M. Dai, Rafal Jozefowicz, Samy Bengio
13 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Using Deep Learning to Predict Demographics from Mobile Phone Metadatapdf
Bjarke Felbo, Pål Sundsøy, Alex ‘Sandy‘ Pentland, Sune Lehmann, Yves-Alexandre de Montjoye
13 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
A Minimalistic Approach to Sum-Product Network Learning for Real Applicationspdf
Viktoriya Krakovna, Moshe Looks
13 Feb 2016
ICLR 2016 workshop submission
readers: everyone
4 replies
Feed-Forward Networks with Attention Can Solve Some Long-Term Memory Problemspdf
Colin Raffel,Daniel P. W. Ellis
13 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
Improving performance of recurrent neural network with relu nonlinearitypdf
Sachin S. Talathi, Aniket Vartak
12 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Basic Level Categorization Facilitates Visual Object Recognitionpdf
Panqu Wang, Garrison Cottrell
12 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
A Deep Memory-based Architecture for Sequence-to-Sequence Learningpdf
Fandong Meng, Zhengdong Lu, Zhaopeng Tu, Hang Li, Qun Liu
11 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Action Recognition using Visual Attentionpdf
Shikhar Sharma, Ryan Kiros, Ruslan Salakhutdinov
10 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Empirical performance upper bounds for image and video captioningpdf
Li Yao, Nicolas Ballas, Kyunghyun Cho, John R. Smith, Yoshua Bengio
10 Feb 2016
ICLR 2016 workshop submission
readers: everyone
0 replies
Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie Reviewspdf
Bofang Li, Tao Liu, Xiaoyong Du, Deyuan Zhang, Zhe Zhao
8 Feb 2016
ICLR 2016 workshop submission
readers: everyone
3 replies
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