ICLR 2017 Submissions

Multi-label learning with semantic embeddings
Liping Jing, MiaoMiao Cheng, Liu Yang, Alex Gittens, Michael W. Mahoney
- 31 Oct 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Neural Causal Regularization under the Independence of Mechanisms Assumption
Mohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi, Robert Chen, Walter F. Stewart, Jimeng Sun
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
PREDICTION OF POTENTIAL HUMAN INTENTION USING SUPERVISED COMPETITIVE LEARNING
Masayoshi Ishikawa, Mariko Okude, Takehisa Nishida & Kazuo Muto,
- 01 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Rule Mining in Feature Space
Stefano Teso, Andrea Passerini
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Leveraging Asynchronicity in Gradient Descent for Scalable Deep Learning
Jeff Daily, Abhinav Vishnu, Charles Siegel
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Discrete Variational Autoencoders
Jason Tyler Rolfe
- Published: 06 Feb 2017, Last Modified: 23 Mar 2025
- ICLR 2017 Poster
- Readers: Everyone
Learning Word-Like Units from Joint Audio-Visual Analylsis
David Harwath, James R. Glass
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Towards Principled Methods for Training Generative Adversarial Networks
Martin Arjovsky, Leon Bottou
- Published: 06 Feb 2017, Last Modified: 23 Mar 2025
- ICLR 2017 Oral
- Readers: Everyone
Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of Deep Neural Networks
Arash Ardakani, Carlo Condo, Warren J. Gross
- Published: 06 Feb 2017, Last Modified: 05 May 2023
- ICLR 2017 Poster
- Readers: Everyone
Learning Recurrent Span Representations for Extractive Question Answering
Kenton Lee, Tom Kwiatkowksi, Ankur Parikh, Dipanjan Das
- 04 Nov 2016 (modified: 23 Mar 2025)
- Submitted to ICLR 2017
- Readers: Everyone
Epitomic Variational Autoencoders
Serena Yeung, Anitha Kannan, Yann Dauphin, Li Fei-Fei
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Recurrent Mixture Density Network for Spatiotemporal Visual Attention
Loris Bazzani, Hugo Larochelle, Lorenzo Torresani
- Published: 06 Feb 2017, Last Modified: 05 May 2023
- ICLR 2017 Poster
- Readers: Everyone
Near-Data Processing for Machine Learning
Hyeokjun Choe, Seil Lee, Hyunha Nam, Seongsik Park, Seijoon Kim, Eui-Young Chung, Sungroh Yoon
- 05 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Recurrent Inference Machines for Solving Inverse Problems
Patrick Putzky, Max Welling
- 04 Nov 2016 (modified: 23 Mar 2025)
- Submitted to ICLR 2017
- Readers: Everyone
Deep Symbolic Representation Learning for Heterogeneous Time-series Classification
Shengdong Zhang, Soheil Bahrampour, Naveen Ramakrishnan, Mohak Shah
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Implicit ReasoNet: Modeling Large-Scale Structured Relationships with Shared Memory
Yelong Shen*, Po-Sen Huang*, Ming-Wei Chang, Jianfeng Gao
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
ParMAC: distributed optimisation of nested functions, with application to binary autoencoders
Miguel A. Carreira-Perpinan, Mehdi Alizadeh
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Efficient Representation of Low-Dimensional Manifolds using Deep Networks
Ronen Basri, David W. Jacobs
- Published: 06 Feb 2017, Last Modified: 05 May 2023
- ICLR 2017 Poster
- Readers: Everyone
Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU
Mohammad Babaeizadeh, Iuri Frosio, Stephen Tyree, Jason Clemons, Jan Kautz
- Published: 06 Feb 2017, Last Modified: 23 Mar 2025
- ICLR 2017 Poster
- Readers: Everyone
Generative Adversarial Parallelization
Daniel Jiwoong Im, He Ma, Chris Dongjoo Kim, Graham Taylor
- 05 Nov 2016 (modified: 23 Mar 2025)
- Submitted to ICLR 2017
- Readers: Everyone
Topology and Geometry of Half-Rectified Network Optimization
C. Daniel Freeman, Joan Bruna
- Published: 06 Feb 2017, Last Modified: 23 Mar 2025
- ICLR 2017 Poster
- Readers: Everyone
Generative Adversarial Networks as Variational Training of Energy Based Models
Shuangfei Zhai, Yu Cheng, Rogerio Feris, Zhongfei Zhang
- 05 Nov 2016 (modified: 23 Mar 2025)
- Submitted to ICLR 2017
- Readers: Everyone
Surprise-Based Intrinsic Motivation for Deep Reinforcement Learning
Joshua Achiam, Shankar Sastry
- 04 Nov 2016 (modified: 23 Mar 2025)
- ICLR 2017 Invite to Workshop
- Readers: Everyone
Tighter bounds lead to improved classifiers
Nicolas Le Roux
- Published: 06 Feb 2017, Last Modified: 05 May 2023
- ICLR 2017 Poster
- Readers: Everyone
Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations
David Krueger, Tegan Maharaj, Janos Kramar, Mohammad Pezeshki, Nicolas Ballas, Nan Rosemary Ke, Anirudh Goyal, Yoshua Bengio, Aaron Courville, Christopher Pal
- Published: 06 Feb 2017, Last Modified: 23 Mar 2025
- ICLR 2017 Poster
- Readers: Everyone