---
title: "ICLR 2020 — all accepted papers, page 2 — the most cited first"
description: "All 150 papers of ICLR 2020 · page 2 of 2, the most cited first; those with our summary link to it."
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# ICLR 2020: all accepted papers

150 papers · page 2 of 2 · the most cited first · [← ICLR 2020](https://md.research.elamur.ai/free/en/venues/international-conference-on-learning-representations-iclr/2020/)

[← prev](https://md.research.elamur.ai/free/en/venues/international-conference-on-learning-representations-iclr/2020/papers/) [1](https://md.research.elamur.ai/free/en/venues/international-conference-on-learning-representations-iclr/2020/papers/) **2**

101. **[SVQN: Sequential Variational Soft Q-Learning Networks ↗](https://www.openreview.net/pdf?id=r1xPh2VtPB)**Shiyu Huang, Hang Su, Jun Zhu et al.*7 citations*
102. **[AMRL: Aggregated Memory For Reinforcement Learning ↗](https://www.openreview.net/pdf?id=Bkl7bREtDr)**Jacob Beck, Kamil Ciosek, Sam Devlin et al.*6 citations*
103. **[Towards Verified Robustness under Text Deletion Interventions ↗](https://openreview.net/pdf?id=SyxhVkrYvr)**Johannes Welbl, Po-Sen Huang, Robert Stanforth et al.*6 citations*
104. **[Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth ↗](https://openreview.net/pdf?id=Byg-wJSYDS)**Igor Lovchinsky, Alon Daks, Israel Malkin et al.*5 citations*
105. **[Self-Supervised Learning of Appliance Usage ↗](https://www.openreview.net/pdf?id=B1lJzyStvS)**Chen-Yu Hsu, Abbas Zeitoun, Guang-He Lee et al.*5 citations*
106. **[Solving ODE with Universal Flows: Approximation Theory for Flow-Based Models ↗](https://openreview.net/pdf?id=cfKpOiUzF)**Chin-Wei Huang, Laurent Dinh, Aaron C. Courville*5 citations*
107. **[Understanding l4-based Dictionary Learning: Interpretation, Stability, and Robustness ↗](https://dblp.uni-trier.de/db/conf/iclr/iclr2020.html#ZhaiMZ020)**Yuexiang Zhai, Hermish Mehta, Zhengyuan Zhou et al.*5 citations*
108. **[Urban air pollution forecasts generated from latent space representation ↗](https://openreview.net/pdf?id=VY1hqB5Z7V)**César Quilodrán-Casas, Rossella Arcucci, Yike Guo*5 citations*
109. **[Bounds on Over-Parameterization for Guaranteed Existence of Descent Paths in Shallow ReLU Networks ↗](https://openreview.net/pdf?id=BkgXHTNtvS)**Arsalan Sharifnassab, Saber Salehkaleybar, S. Jamaloddin Golestani*4 citations*
110. **[Learning Efficient Parameter Server Synchronization Policies for Distributed SGD ↗](https://www.openreview.net/pdf?id=rJxX8T4Kvr)**Rong Zhu, Sheng Yang, Andreas Pfadler et al.*4 citations*
111. **[Learning Expensive Coordination: An Event-Based Deep RL Approach ↗](https://openreview.net/pdf?id=ryeG924twB)**Zhenyu Shi, Runsheng Yu, Xinrun Wang et al.*4 citations*
112. **[Learning the Arrow of Time for Problems in Reinforcement Learning ↗](https://www.openreview.net/pdf?id=rylJkpEtwS)**Nasim Rahaman, Steffen Wolf, Anirudh Goyal et al.*4 citations*
113. **[Neural Epitome Search for Architecture-Agnostic Network Compression ↗](https://openreview.net/pdf?id=HyxjOyrKvr)**Daquan Zhou, Xiaojie Jin, Qibin Hou et al.*4 citations*
114. **[SolarNet: A Deep Learning Framework to Map Solar Plants In China From Satellite Imagery ↗](https://www.climatechange.ai/papers/iclr2020/6/paper.pdf)**Xin Hou, Biao Wang, Wanqi Hu et al.*4 citations*
115. **[Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities ↗](https://www.openreview.net/pdf?id=B1lj20NFDS)**Baichuan Yuan, Xiaowei Wang, Andrea Louise Bertozzi et al.*4 citations*
116. **[A Machine Learning Pipeline to Predict Vegetation Health ↗](https://www.climatechange.ai/papers/iclr2020/4/paper.pdf)**Thomas Lees, Gabriel Tseng, Simon Dadson et al.*3 citations*
117. **[Can auto-encoders help with filling missing data? ↗](https://openreview.net/pdf?id=C2nr-4elBV)**Marek Śmieja, Maciej Kołomycki, Łukasz Struski et al.*3 citations*
118. **[Differentiable Physics Simulation ↗](https://openreview.net/pdf?id=p-SG2KFY2)**Junbang Liang, Ming C. Lin*3 citations*
119. **[Improved memory in recurrent neural networks with sequential non-normal dynamics ↗](https://openreview.net/pdf?id=ryx1wRNFvB)**Emin Orhan, Xaq Pitkow*3 citations*
120. **[Probabilistic Connection Importance Inference and Lossless Compression of Deep Neural Networks ↗](https://www.openreview.net/pdf?id=HJgCF0VFwr)**Xin Xing, Long Sha, Pengyu Hong et al.*3 citations*
121. **[Training Recurrent Neural Networks Online by Learning Explicit State Variables ↗](https://www.openreview.net/pdf?id=SJgmR0NKPr)**Somjit Nath, Vincent Liu, Alan Chan et al.*3 citations*
122. **[Deep Learning of Determinantal Point Processes via Proper Spectral Sub-gradient ↗](https://openreview.net/pdf?id=rkeIq2VYPr)**Tianshu Yu, Yikang Li, Baoxin Li*2 citations*
123. **[Difference-Seeking Generative Adversarial Network — Unseen Sample Generation ↗](https://openreview.net/pdf?id=rygjmpVFvB)**Yi Lin Sung, Sung-Hsien Hsieh, Soo‐Chang Pei et al.*2 citations*
124. **[Lazy-CFR: fast and near-optimal regret minimization for extensive games with imperfect information ↗](https://openreview.net/pdf?id=rJx4p3NYDB)**Yichi Zhou, Tongzheng Ren, Jialian Li et al.*2 citations*
125. **[Learning representations for binary-classification without backpropagation ↗](https://openreview.net/pdf?id=Bke61krFvS)**Mathias Lechner*2 citations*
126. **[MobilityNet: Towards a Public Dataset for Multi-modal Mobility Research ↗](https://www.climatechange.ai/papers/iclr2020/15/paper.pdf)**K. Shankari, Jonathan Fürst, Mauricio Fadel Argerich et al.*2 citations*
127. **[Neural Dynamical Systems ↗](https://openreview.net/pdf?id=Rsmqn9R2Mg)**Viraj Mehta, Ian Char, Willie Neiswanger et al.*2 citations*
128. **[Optimal Strategies Against Generative Attacks ↗](https://www.openreview.net/pdf?id=BkgzMCVtPB)**Roy Mor, Erez Peterfreund, Matan Gavish et al.*2 citations*
129. **[Regularizing activations in neural networks via distribution matching with the Wassertein metric ↗](https://openreview.net/pdf?id=rygwLgrYPB)**Taejong Joo, Donggu Kang, Byunghoon Kim*2 citations*
130. **[Deep Symbolic Superoptimization Without Human Knowledge ↗](https://www.openreview.net/pdf?id=r1egIyBFPS)**Hui Shi, Yang Zhang, Xinyun Chen et al.*1 citation*
131. **[Differential Equations as a Model Prior for Deep Learning and its Applications in Robotics ↗](https://openreview.net/pdf?id=_uPd3skTsj)**Michael Lutter, Jan Peters*1 citation*
132. **[Kernel of CycleGAN as a principal homogeneous space ↗](https://openreview.net/pdf?id=B1eWOJHKvB)**Nikita Moriakov, Jonas Adler, Jonas Teuwen*1 citation*
133. **[Port-Hamiltonian Gradient Flows ↗](https://openreview.net/pdf?id=G6qPBpSfyN)**Michael Poli, Stefano Massaroli, Atsushi Yamashita et al.*1 citation*
134. **[SNOW: Subscribing to Knowledge via Channel Pooling for Transfer & Lifelong Learning of Convolutional Neural Networks ↗](https://openreview.net/pdf?id=rJxtgJBKDr)**Chungkuk Yoo, Bumsoo Kang, Minsik Cho*1 citation*
135. **[DETECTION OF HOUSING AND AGRICULTURE AREAS ON DRY-RIVERBEDS FOR THE EVALUATION OF RISK BY LANDSLIDES USING LOW-RESOLUTION SATELLITE IMAGERY BASED ON DEEP LEARNING. STUDY ZONE: LIMA, PERU ↗](https://www.climatechange.ai/papers/iclr2020/8/paper.pdf)**Brian Cerrón, Cristopher Bazan, Alberto M. Coronado
136. **[Deep Reinforcement Learning based Renewable Energy Error Compensable Forecasting ↗](https://www.climatechange.ai/papers/iclr2020/2/paper.pdf)**Jaeik Jeong, Hongseok Kim
137. **[Fast Convergence for Langevin with Matrix Manifold Structure ↗](https://openreview.net/pdf?id=Jxv0mWsPc)**Ankur Moitra, Andrej Risteski
138. **[Generating Control Policies for Autonomous Vehicles Using Neural ODEs ↗](https://openreview.net/pdf?id=P42AmLB1-4)**Houston Lucas, Richard Kelley
139. **[Hurricane Nowcasting with Irregular Time-step using Neural-ODE and Video Prediction ↗](https://www.climatechange.ai/papers/iclr2020/21/paper.pdf)**Sunghyun Park, Kangyeol Kim, Sookyung Kim et al.
140. **[Implementing Inductive bias for different navigation tasks through diverse RNN attrractors ↗](https://dblp.uni-trier.de/db/conf/iclr/iclr2020.html#XuB20)**Tie Jun Xu, Omri Barak
141. **[Learning-Based Strong Solutions to Forward and Inverse Problems in PDEs ↗](https://openreview.net/pdf?id=2QLwS_ZVWG)**Leah Bar, Nir Sochen
142. **[Machine Learning Approaches to Safeguarding Continuous Water Supply in the Arid and Semi-arid Lands of Northern Kenya ↗](https://www.climatechange.ai/papers/iclr2020/18/paper.pdf)**Fredrick Otieno, Timothy Nyota, Isaac Waweru et al.
143. **[Nano-Material Configuration Design with Deep Surrogate Langevin Dynamics ↗](https://openreview.net/pdf?id=xi_8IzW9hG)**Thanh V. Nguyen, Youssef Mroueh, Samuel C. Hoffman et al.
144. **[Neural Ordinary Differential Equation Value Networks for Parametrized Action Spaces ↗](https://openreview.net/pdf?id=8WKd467B8H)**Stefano Massaroli, Michael Poli, Sanzhar Bakhtiyarov et al.
145. **[Nonlinear Differential Equations with external forcing ↗](https://openreview.net/pdf?id=XqOseg0L9Q)**Paul R. Pukite
146. **[Quantifying the Cost of Reliable Photo Authentication via High-Performance Learned Lossy Representations ↗](https://dblp.uni-trier.de/db/conf/iclr/iclr2020.html#KorusM20)**Paweł Korus, Nasir D. Memon
147. **[Rotation-invariant clustering of functional cell types in primary visual cortex ↗](https://bethgelab.org/publications/215/)**Ivan Ustyuzhaninov, Santiago A. Cadena, Emmanouil Froudarakis et al.
148. **[Statistical manifold embedding for directed graphs ↗](https://www.research-collection.ethz.ch/handle/20.500.11850/387056)**Thorben Funke, Tian Guo, Alen Lančić et al.
149. **[Towards a Deep Network Architecture for Structured Smoothness ↗](https://openreview.net/pdf?id=Hklr204Fvr)**Haroun Habeeb, Sanmi Koyejo
150. **[Understanding the dynamics of climate-crucial food choice behaviours using Distributional Semantics ↗](https://www.climatechange.ai/papers/iclr2020/5/paper.pdf)**Claudia Haworth, Gabriella Viglioco

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