Papers
Robust Contrastive Learning Using Negative Samples with Diminished Semantics
Songwei Ge, Shlok Mishra, Chun-Liang Li et al.
Robust Counterfactual Explanations on Graph Neural Networks
Mohit Bajaj, Lingyang Chu, Zi Yu Xue et al.
Robust Deep Reinforcement Learning through Adversarial Loss
Tuomas Oikarinen, Wang Zhang, Alexandre Megretski et al.
Robust Generalization despite Distribution Shift via Minimum Discriminating Information
Tobias Sutter, Andreas Krause, Daniel Huhn
Robustifying Algorithms of Learning Latent Trees with Vector Variables
Fengzhuo Zhang, Vincent Tan
Robust Implicit Networks via Non-Euclidean Contractions
Saber Jafarpour, Alexander Davydov, Anton Proskurnikov et al.
Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch
Luca Viano, Yu-Ting Huang, Parameswaran Kamalaruban et al.
Robust Learning of Optimal Auctions
Wenshuo Guo, Michael I. Jordan, Emmanouil Zampetakis
Robustness between the worst and average case
Leslie Rice, Anna Bair, Huan Zhang et al.
Robustness of Graph Neural Networks at Scale
Simon Geisler, Tobias Schmidt, Hakan Şirin et al.
Robustness via Uncertainty-aware Cycle Consistency
Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata
Robust Online Correlation Clustering
Silvio Lattanzi, Benjamin Moseley, Sergei Vassilvitskii et al.
Robust Optimization for Multilingual Translation with Imbalanced Data
Xian Li, Hongyu Gong
Robust Pose Estimation in Crowded Scenes with Direct Pose-Level Inference
Dongkai Wang, Shiliang Zhang, Gang Hua
Robust Predictable Control
Ben Eysenbach, Ruslan Salakhutdinov, Sergey Levine
Robust Regression Revisited: Acceleration and Improved Estimation Rates
Arun Jambulapati, Jerry Li, Tselil Schramm et al.
Robust Visual Reasoning via Language Guided Neural Module Networks
Arjun Akula, Varun Jampani, Soravit Changpinyo et al.
ROI Maximization in Stochastic Online Decision-Making
Nicolò Cesa-Bianchi, Tom Cesari, Yishay Mansour et al.
RoMA: Robust Model Adaptation for Offline Model-based Optimization
Sihyun Yu, Sungsoo Ahn, Le Song et al.
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems
Miltiadis Kofinas, Naveen Nagaraja, Efstratios Gavves
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding
Tengwei Song, Jie Luo, Lei Huang
Row-clustering of a Point Process-valued Matrix
Lihao Yin, Ganggang Xu, Huiyan Sang et al.
S$^3$: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks
Xinlin Li, Bang Liu, Yaoliang Yu et al.
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL
Ruichu Cai, Jinjie Yuan, Boyan Xu et al.
Safe Policy Optimization with Local Generalized Linear Function Approximations
Akifumi Wachi, Yunyue Wei, Yanan Sui