ICLR 2019 Conference Submissions

Towards More Theoretically-Grounded Particle Optimization Sampling for Deep Learning
Jianyi Zhang, Ruiyi Zhang, Changyou Chen
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning
Marvin Zhang*, Sharad Vikram*, Laura Smith, Pieter Abbeel, Matthew Johnson, Sergey Levine
- 27 Sept 2018 (modified: 14 Oct 2024)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Fast Binary Functional Search on Graph
Shulong Tan, Zhixin Zhou, Zhaozhuo Xu, Ping Li
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Spectral Inference Networks: Unifying Deep and Spectral Learning
David Pfau, Stig Petersen, Ashish Agarwal, David G. T. Barrett, Kimberly L. Stachenfeld
- Published: 21 Dec 2018, Last Modified: 03 Apr 2024
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
On Self Modulation for Generative Adversarial Networks
Ting Chen, Mario Lucic, Neil Houlsby, Sylvain Gelly
- Published: 21 Dec 2018, Last Modified: 14 Oct 2024
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
ACE: Artificial Checkerboard Enhancer to Induce and Evade Adversarial Attacks
Jisung Hwang, Younghoon Kim, Sanghyuk Chun, Jaejun Yoo, Ji-Hoon Kim, Dongyoon Han, Jung-Woo Ha
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Co-manifold learning with missing data
Gal Mishne, Eric C. Chi, Ronald R. Coifman
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Unification of Recurrent Neural Network Architectures and Quantum Inspired Stable Design
Murphy Yuezhen Niu, Lior Horesh, Michael O'Keeffe, Isaac Chuang
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Aligning Artificial Neural Networks to the Brain yields Shallow Recurrent Architectures
Jonas Kubilius, Martin Schrimpf, Ha Hong, Najib J. Majaj, Rishi Rajalingham, Elias B. Issa, Kohitij Kar, Pouya Bashivan, Jonathan Prescott-Roy, Kailyn Schmidt, Aran Nayebi, Daniel Bear, Daniel L. K. Yamins, James J. DiCarlo
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Selective Convolutional Units: Improving CNNs via Channel Selectivity
Jongheon Jeong, Jinwoo Shin
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
AutoLoss: Learning Discrete Schedule for Alternate Optimization
Haowen Xu, Hao Zhang, Zhiting Hu, Xiaodan Liang, Ruslan Salakhutdinov, Eric Xing
- Published: 21 Dec 2018, Last Modified: 05 May 2023
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Graph Classification with Geometric Scattering
Feng Gao, Guy Wolf, Matthew Hirn
- 27 Sept 2018 (modified: 14 Oct 2024)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Deli-Fisher GAN: Stable and Efficient Image Generation With Structured Latent Generative Space
Boli Fang, Chuck Jia, Miao Jiang, Dhawal Chaturvedi
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
An Energy-Based Framework for Arbitrary Label Noise Correction
Jaspreet Sahota, Divya Shanmugam, Janahan Ramanan, Sepehr Eghbali, Marcus Brubaker
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Analyzing Inverse Problems with Invertible Neural Networks
Lynton Ardizzone, Jakob Kruse, Carsten Rother, Ullrich Köthe
- Published: 21 Dec 2018, Last Modified: 14 Oct 2024
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
The wisdom of the crowd: reliable deep reinforcement learning through ensembles of Q-functions
Daniel Elliott, Charles Anderson
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Learning Finite State Representations of Recurrent Policy Networks
Anurag Koul, Alan Fern, Sam Greydanus
- Published: 21 Dec 2018, Last Modified: 05 May 2023
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Dynamic Planning Networks
Norman L. Tasfi, Miriam Capretz
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Automata Guided Skill Composition
Xiao Li, Yao Ma, Calin Belta
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Measuring and regularizing networks in function space
Ari Benjamin, David Rolnick, Konrad Kording
- Published: 21 Dec 2018, Last Modified: 14 Oct 2024
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
No Training Required: Exploring Random Encoders for Sentence Classification
John Wieting, Douwe Kiela
- Published: 21 Dec 2018, Last Modified: 14 Oct 2024
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
N-Ary Quantization for CNN Model Compression and Inference Acceleration
Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Knowledge Distillation from Few Samples
Tianhong Li, Jianguo Li, Zhuang Liu, Changshui Zhang
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
Deep Frank-Wolfe For Neural Network Optimization
Leonard Berrada, Andrew Zisserman, M. Pawan Kumar
- Published: 21 Dec 2018, Last Modified: 14 Oct 2024
- ICLR 2019 Conference Blind Submission
- Readers: Everyone
A Deep Learning Approach for Dynamic Survival Analysis with Competing Risks
Changhee Lee, Mihaela van der Schaar
- 27 Sept 2018 (modified: 05 May 2023)
- ICLR 2019 Conference Blind Submission
- Readers: Everyone