ICLR 2020 Conference Submissions

A Dynamic Approach to Accelerate Deep Learning Training
John Osorio, Adrià Armejach, Eric Petit, Marc Casas
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Geometric Insights into the Convergence of Nonlinear TD Learning
David Brandfonbrener, Joan Bruna
- Published: 20 Dec 2019, Last Modified: 05 May 2023
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Efficient Multivariate Bandit Algorithm with Path Planning
Keyu Nie, Zezhong Zhang, Ted Tao Yuan, Rong Song, Pauline Berry Burke
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Learning Self-Correctable Policies and Value Functions from Demonstrations with Negative Sampling
Yuping Luo, Huazhe Xu, Tengyu Ma
- Published: 20 Dec 2019, Last Modified: 05 May 2023
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Exploring Model-based Planning with Policy Networks
Tingwu Wang, Jimmy Ba
- Published: 20 Dec 2019, Last Modified: 22 Oct 2023
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Benchmarking Model-Based Reinforcement Learning
Tingwu Wang, Xuchan Bao, Ignasi Clavera, Jerrick Hoang, Yeming Wen, Eric Langlois, Shunshi Zhang, Guodong Zhang, Pieter Abbeel, Jimmy Ba
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Encoder-decoder Network as Loss Function for Summarization
Glen Jeh
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
On Identifiability in Transformers
Gino Brunner, Yang Liu, Damian Pascual, Oliver Richter, Massimiliano Ciaramita, Roger Wattenhofer
- Published: 20 Dec 2019, Last Modified: 05 May 2023
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Automated curriculum generation through setter-solver interactions
Sebastien Racaniere, Andrew Lampinen, Adam Santoro, David Reichert, Vlad Firoiu, Timothy Lillicrap
- Published: 20 Dec 2019, Last Modified: 05 May 2023
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Deep Multi-View Learning via Task-Optimal CCA
Heather D. Couture, Roland Kwitt, J.S. Marron, Melissa Troester, Charles M. Perou, Marc Niethammer
- 25 Sept 2019 (modified: 22 Oct 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Bandlimiting Neural Networks Against Adversarial Attacks
Yuping Lin, Kasra Ahmadi K. A., Hui Jiang
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Progressive Memory Banks for Incremental Domain Adaptation
Nabiha Asghar, Lili Mou, Kira A. Selby, Kevin D. Pantasdo, Pascal Poupart, Xin Jiang
- Published: 20 Dec 2019, Last Modified: 22 Oct 2023
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
MMD GAN with Random-Forest Kernels
Tao Huang, Zhen Han, Xu Jia, Hanyuan Hang
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
What graph neural networks cannot learn: depth vs width
Andreas Loukas
- Published: 20 Dec 2019, Last Modified: 05 May 2023
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
INFERENCE, PREDICTION, AND ENTROPY RATE OF CONTINUOUS-TIME, DISCRETE-EVENT PROCESSES
Sarah Marzen, James P. Crutchfield
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
RTFM: Generalising to New Environment Dynamics via Reading
Victor Zhong, Tim Rocktäschel, Edward Grefenstette
- Published: 20 Dec 2019, Last Modified: 05 May 2023
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
MIM: Mutual Information Machine
Micha Livne, Kevin Swersky, David J. Fleet
- 25 Sept 2019 (modified: 22 Oct 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Constant Time Graph Neural Networks
Ryoma Sato, Makoto Yamada, Hisashi Kashima
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
AutoLR: A Method for Automatic Tuning of Learning Rate
Nipun Kwatra, V Thejas, Nikhil Iyer, Ramachandran Ramjee, Muthian Sivathanu
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Generating Robust Audio Adversarial Examples using Iterative Proportional Clipping
Hongting Zhang, Qiben Yan, Pan Zhou
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Optimal Attacks on Reinforcement Learning Policies
Alessio Russo, Alexandre Proutiere
- 25 Sept 2019 (modified: 22 Oct 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Multi-Agent Hierarchical Reinforcement Learning for Humanoid Navigation
Glen Berseth, Brandon haworth, Seonghyeon Moon, Mubbasir Kapadia, Petros Faloutsos
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
SMiRL: Surprise Minimizing RL in Entropic Environments
Glen Berseth, Daniel Geng, Coline Devin, Dinesh Jayaraman, Chelsea Finn, Sergey Levine
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Mesh-Free Unsupervised Learning-Based PDE Solver of Forward and Inverse problems
Leah Bar, Nir Sochen
- 25 Sept 2019 (modified: 05 May 2023)
- ICLR 2020 Conference Blind Submission
- Readers: Everyone
Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models
Joan Serrà, David Álvarez, Vicenç Gómez, Olga Slizovskaia, José F. Núñez, Jordi Luque
- Published: 20 Dec 2019, Last Modified: 06 Apr 2024
- ICLR 2020 Conference Blind Submission
- Readers: Everyone