ICLR 2018 Workshop Submissions

TD Learning with Neural Networks - Study of the Leakage Propagation Problem
Hugo Penedones, Damien Vincent, Timothy Mann, Sylvain Gelly
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Understanding the Loss Surface of Single-Layered Neural Networks for Binary Classification
Shiyu Liang, Ruoyu Sun, Yixuan Li, R.Srikant
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
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- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Matching Convolutional Neural Networks without Priors about Data
Carlos Eduardo Rosar Kos Lassance, Jean-Charles Vialatte, Vincent Gripon, Nicolas Farrugia
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Learning to Organize Knowledge with N-Gram Machines
Fan Yang, Jiazhong Nie, William W. Cohen, Ni Lao
- 09 Feb 2018 (modified: 10 Feb 2022)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Inference in probabilistic graphical models by Graph Neural Networks
KiJung Yoon, Renjie Liao, Yuwen Xiong, Lisa Zhang, Ethan Fetaya, Raquel Urtasun, Richard Zemel, Xaq Pitkow
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Domain Adversarial Representation Learning for Data Independent Defenses against Poisoning Attacks
Ch V Sai Praven, Cheruvu Siva Kumar
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
GeoSeq2Seq: Information Geometric Sequence-to-Sequence Networks
Alessandro Bay, Biswa Sengupta
- 30 Jan 2018 (modified: 15 Feb 2018)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Learning Rich Image Representation with Deep Layer Aggregation
Fisher Yu, Dequan Wang, Evan Shelhamer, Trevor Darrell
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Generative Modeling for Protein Structures
Namrata Anand, Possu Huang
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Multi-Agent Generative Adversarial Imitation Learning
Jiaming Song, Hongyu Ren, Dorsa Sadigh, Stefano Ermon
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
An Optimization View on Dynamic Routing Between Capsules
Dilin Wang, Qiang Liu
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Selecting the Best in GANs Family: a Post Selection Inference Framework
Yao-Hung Hubert Tsai, Denny Wu, Makoto Yamada, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Attentive cross-modal paratope prediction
Andreea Deac, Petar Veličkovi´c, Pietro Sormanni
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Challenging Images For Minds and Machines
Amir Rosenfeld, John K. Tsotsos
- 07 Feb 2018 (modified: 09 Feb 2018)
- ICLR 2018 Workshop Submission
- Readers: Everyone
An information-theoretic analysis of deep latent-variable models
Alex Alemi, Ben Poole, Ian Fischer, Josh Dillon, Rif A. Saurus, Kevin Murphy
- 12 Feb 2018 (modified: 15 Feb 2018)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Tree-to-tree Neural Networks for Program Translation
Xinyun Chen, Chang Liu, Dawn Song
- 12 Feb 2018 (modified: 21 Apr 2024)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Shifting Mean Activation Towards Zero with Bipolar Activation Functions
Lars Hiller Eidnes, Arild Nøkland
- 09 Feb 2018 (modified: 21 Apr 2024)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations
Yiping Lu, Aoxiao Zhong, Quanzheng Li, Bin Dong
- 04 Feb 2018 (modified: 15 Feb 2018)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Evaluating Implicit Generative Models With Large Samples
Ishaan Gulrajani, Colin Raffel, Luke Metz
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Learning Dynamics of Deep Networks Admit Low-Rank Tensor Descriptions
Christopher H. Stock, Alex H. Williams, Madhu S. Advani, Andrew M. Saxe, Surya Ganguli
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Policy Optimization with Second-Order Advantage Information
Jiajin Li, Baoxiang Wang
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
Intriguing Properties of Randomly Weighted Networks: Generalizing while Learning Next to Nothing
Amir Rosenfeld, John K. Tsotsos
- 25 Jan 2018
- ICLR 2018 Workshop Submission
- Readers: Everyone
Attacking the Madry Defense Model with $L_1$-based Adversarial Examples
Yash Sharma, Pin-Yu Chen
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone
On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples
Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu
- 12 Feb 2018 (modified: 05 May 2023)
- ICLR 2018 Workshop Submission
- Readers: Everyone