ICLR 2017 Submissions

FractalNet: Ultra-Deep Neural Networks without Residuals
Gustav Larsson, Michael Maire, Gregory Shakhnarovich
- Published: 21 Jul 2022, Last Modified: 22 Oct 2023
- ICLR 2017 Poster
- Readers: Everyone
Deep Information Propagation
Samuel S. Schoenholz, Justin Gilmer, Surya Ganguli, Jascha Sohl-Dickstein
- Published: 21 Jul 2022, Last Modified: 05 May 2023
- ICLR 2017 Poster
- Readers: Everyone
Recurrent Normalization Propagation
César Laurent, Nicolas Ballas, Pascal Vincent
- 04 Nov 2016 (modified: 21 Jul 2022)
- ICLR 2017 Invite to Workshop
- Readers: Everyone
Surprisal-Driven Feedback in Recurrent Networks
- 18 Oct 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Pruning Convolutional Neural Networks for Resource Efficient Inference
Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz
- Published: 21 Jul 2022, Last Modified: 22 Oct 2023
- ICLR 2017 Poster
- Readers: Everyone
Recurrent Batch Normalization
Tim Cooijmans, Nicolas Ballas, César Laurent, Çağlar Gülçehre, Aaron Courville
- Published: 21 Jul 2022, Last Modified: 22 Oct 2023
- ICLR 2017 Poster
- Readers: Everyone
Learning to Protect Communications with Adversarial Neural Cryptography
- 21 Oct 2016 (modified: 22 Oct 2023)
- Submitted to ICLR 2017
- Readers: Everyone
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models
Ashwin K Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun, Stefan Lee, David Crandall, Dhruv Batra
- 04 Nov 2016 (modified: 22 Oct 2023)
- Submitted to ICLR 2017
- Readers: Everyone
beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework
Irina Higgins, Loic Matthey, Arka Pal, Christopher Burgess, Xavier Glorot, Matthew Botvinick, Shakir Mohamed, Alexander Lerchner
- Published: 21 Jul 2022, Last Modified: 05 May 2023
- ICLR 2017 Poster
- Readers: Everyone
Deep Error-Correcting Output Codes
Guoqiang Zhong, Yuchen Zheng, Peng Zhang, Mengqi Li, Junyu Dong
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Semi-Supervised Detection of Extreme Weather Events in Large Climate Datasets
Evan Racah, Christopher Beckham, Tegan Maharaj, Prabhat, Christopher Pal
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Words or Characters? Fine-grained Gating for Reading Comprehension
Zhilin Yang, Bhuwan Dhingra, Ye Yuan, Junjie Hu, William W. Cohen, Ruslan Salakhutdinov
- Published: 21 Jul 2022, Last Modified: 22 Oct 2023
- ICLR 2017 Poster
- Readers: Everyone
DeepDSL: A Compilation-based Domain-Specific Language for Deep Learning
Tian Zhao, Xiao Bing Huang, Yu Cao
- Published: 21 Jul 2022, Last Modified: 22 Oct 2023
- ICLR 2017 Poster
- Readers: Everyone
HyperNetworks
David Ha, Andrew M. Dai, Quoc V. Le
- Published: 21 Jul 2022, Last Modified: 22 Oct 2023
- ICLR 2017 Poster
- Readers: Everyone
Capacity and Trainability in Recurrent Neural Networks
Jasmine Collins, Jascha Sohl-Dickstein, David Sussillo
- Published: 21 Jul 2022, Last Modified: 05 May 2023
- ICLR 2017 Poster
- Readers: Everyone
Marginal Deep Architectures: Deep learning for Small and Middle Scale Applications
Yuchen Zheng, Guoqiang Zhong, Junyu Dong
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Recurrent Hidden Semi-Markov Model
Hanjun Dai, Bo Dai, Yan-Ming Zhang, Shuang Li, Le Song
- Published: 21 Jul 2022, Last Modified: 05 May 2023
- ICLR 2017 Poster
- Readers: Everyone
CONTENT2VEC: SPECIALIZING JOINT REPRESENTATIONS OF PRODUCT IMAGES AND TEXT FOR THE TASK OF PRODUCT RECOMMENDATION
Thomas Nedelec, Elena Smirnova, Flavian Vasile
- 05 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Binary Paragraph Vectors
Karol Grzegorczyk, Marcin Kurdziel
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
A hybrid network: Scattering and Convnet
Edouard Oyallon
- 04 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Unsupervised Perceptual Rewards for Imitation Learning
Pierre Sermanet, Kelvin Xu, Sergey Levine
- 04 Nov 2016 (modified: 22 Oct 2023)
- ICLR 2017 Invite to Workshop
- Readers: Everyone
Regularizing Neural Networks by Penalizing Confident Output Distributions
Gabriel Pereyra, George Tucker, Jan Chorowski, Lukasz Kaiser, Geoffrey Hinton
- 04 Nov 2016 (modified: 22 Oct 2023)
- Submitted to ICLR 2017
- Readers: Everyone
Modelling Relational Time Series using Gaussian Embeddings
Ludovic Dos Santos, Ali Ziat, Ludovic Denoyer, Benjamin Piwowarski, Patrick Gallinari
- 03 Nov 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone
Neural Combinatorial Optimization with Reinforcement Learning
Irwan Bello*, Hieu Pham*, Quoc V. Le, Mohammad Norouzi, Samy Bengio
- 04 Nov 2016 (modified: 22 Oct 2023)
- Submitted to ICLR 2017
- Readers: Everyone
Significance of Softmax-Based Features over Metric Learning-Based Features
Shota Horiguchi, Daiki Ikami, Kiyoharu Aizawa
- 31 Oct 2016 (modified: 21 Jul 2022)
- Submitted to ICLR 2017
- Readers: Everyone