ICLR 2018 Conference Submissions

Predicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data
William Falcon, Henning Schulzrinne
- 15 Feb 2018 (modified: 23 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Some Considerations on Learning to Explore via Meta-Reinforcement Learning
Bradly Stadie, Ge Yang, Rein Houthooft, Xi Chen, Yan Duan, Yuhuai Wu, Pieter Abbeel, Ilya Sutskever
- 15 Feb 2018 (modified: 07 Apr 2024)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
MACH: Embarrassingly parallel $K$-class classification in $O(d\log{K})$ memory and $O(K\log{K} + d\log{K})$ time, instead of $O(Kd)$
Qixuan Huang, Anshumali Shrivastava, Yiqiu Wang
- 15 Feb 2018 (modified: 15 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Deterministic Policy Imitation Gradient Algorithm
Fumihiro Sasaki, Atsuo Kawaguchi
- 15 Feb 2018 (modified: 10 Feb 2022)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Searching for Activation Functions
Prajit Ramachandran, Barret Zoph, Quoc V. Le
- 15 Feb 2018 (modified: 07 Apr 2024)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Improving Search Through A3C Reinforcement Learning Based Conversational Agent
Milan Aggarwal, Aarushi Arora, Shagun Sodhani, Balaji Krishnamurthy
- 15 Feb 2018 (modified: 15 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Identifying Analogies Across Domains
Yedid Hoshen, Lior Wolf
- 15 Feb 2018 (modified: 22 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling
Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang
- 15 Feb 2018 (modified: 07 Apr 2024)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling
Hao Zhang, Bo Chen, Dandan Guo, Mingyuan Zhou
- 15 Feb 2018 (modified: 07 Apr 2024)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
The loss surface and expressivity of deep convolutional neural networks
Quynh Nguyen, Matthias Hein
- 15 Feb 2018 (modified: 15 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Seq2SQL: Generating Structured Queries From Natural Language Using Reinforcement Learning
Victor Zhong, Caiming Xiong, Richard Socher
- 15 Feb 2018 (modified: 07 Apr 2024)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Recursive Binary Neural Network Learning Model with 2-bit/weight Storage Requirement
Tianchan Guan, Xiaoyang Zeng, Mingoo Seok
- 15 Feb 2018 (modified: 10 Feb 2022)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Learning to select examples for program synthesis
Yewen Pu, Zachery Miranda, Armando Solar-Lezama, Leslie Pack Kaelbling
- 15 Feb 2018 (modified: 15 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Adversarial Learning for Semi-Supervised Semantic Segmentation
Wei-Chih Hung, Yi-Hsuan Tsai, Yan-Ting Liou, Yen-Yu Lin, Ming-Hsuan Yang
- 15 Feb 2018 (modified: 07 Apr 2024)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
The Information-Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Modeling
Shengjia Zhao, Jiaming Song, Stefano Ermon
- 15 Feb 2018 (modified: 15 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models
Pouya Samangouei, Maya Kabkab, Rama Chellappa
- 15 Feb 2018 (modified: 07 Apr 2024)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Ground-Truth Adversarial Examples
Nicholas Carlini, Guy Katz, Clark Barrett, David L. Dill
- 15 Feb 2018 (modified: 15 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
CNNs as Inverse Problem Solvers and Double Network Superresolution
Cem TARHAN, Gözde BOZDAĞI AKAR
- 15 Feb 2018 (modified: 15 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Unsupervised Learning of Goal Spaces for Intrinsically Motivated Goal Exploration
Alexandre Péré, Sébastien Forestier, Olivier Sigaud, Pierre-Yves Oudeyer
- 15 Feb 2018 (modified: 07 Apr 2024)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Generation and Consolidation of Recollections for Efficient Deep Lifelong Learning
Matt Riemer, Michele Franceschini, and Tim Klinger
- 15 Feb 2018 (modified: 10 Feb 2022)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Word translation without parallel data
Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
- 15 Feb 2018 (modified: 07 Apr 2024)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Towards Provable Control for Unknown Linear Dynamical Systems
Sanjeev Arora, Elad Hazan, Holden Lee, Karan Singh, Cyril Zhang, Yi Zhang
- 15 Feb 2018 (modified: 15 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Critical Points of Linear Neural Networks: Analytical Forms and Landscape Properties
Yi Zhou, Yingbin Liang
- 15 Feb 2018 (modified: 20 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
WSNet: Learning Compact and Efficient Networks with Weight Sampling
Xiaojie Jin, Yingzhen Yang, Ning Xu, Jianchao Yang, Jiashi Feng, Shuicheng Yan
- 15 Feb 2018 (modified: 23 Jan 2023)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone
Meta-Learning and Universality: Deep Representations and Gradient Descent can Approximate any Learning Algorithm
Chelsea Finn, Sergey Levine
- 15 Feb 2018 (modified: 15 Feb 2018)
- ICLR 2018 Conference Blind Submission
- Readers: Everyone