Papers
Object Goal Navigation using Goal-Oriented Semantic Exploration
Devendra Singh Chaplot, Dhiraj Prakashchand Gandhi, Abhinav Gupta et al.
Ode to an ODE
Krzysztof M Choromanski, Jared Quincy Davis, Valerii Likhosherstov et al.
Offline Imitation Learning with a Misspecified Simulator
Shengyi Jiang, Jingcheng Pang, Yang Yu
Off-Policy Evaluation and Learning for External Validity under a Covariate Shift
Masatoshi Uehara, Masahiro Kato, Shota Yasui
Off-Policy Evaluation via the Regularized Lagrangian
Mengjiao Yang, Ofir Nachum, Bo Dai et al.
Off-Policy Imitation Learning from Observations
Zhuangdi Zhu, Kaixiang Lin, Bo Dai et al.
Off-Policy Interval Estimation with Lipschitz Value Iteration
Ziyang Tang, Yihao Feng, Na Zhang et al.
Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding
Hongseok Namkoong, Ramtin Keramati, Steve Yadlowsky et al.
On 1/n neural representation and robustness
Josue Nassar, Piotr Sokol, Sueyeon Chung et al.
On Adaptive Attacks to Adversarial Example Defenses
Florian Tramer, Nicholas Carlini, Wieland Brendel et al.
On Adaptive Distance Estimation
Yeshwanth Cherapanamjeri, Jelani Nelson
Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free
Haotao Wang, Tianlong Chen, Shupeng Gui et al.
On Completeness-aware Concept-Based Explanations in Deep Neural Networks
Chih-Kuan Yeh, Been Kim, Sercan Arik et al.
O(n) Connections are Expressive Enough: Universal Approximability of Sparse Transformers
Chulhee Yun, Yin-Wen Chang, Srinadh Bhojanapalli et al.
On Convergence and Generalization of Dropout Training
Poorya Mianjy, Raman Arora
On Convergence of Nearest Neighbor Classifiers over Feature Transformations
Luka Rimanic, Cedric Renggli, Bo Li et al.
On Correctness of Automatic Differentiation for Non-Differentiable Functions
Wonyeol Lee, Hangyeol Yu, Xavier Rival et al.
One-bit Supervision for Image Classification
Hengtong Hu, Lingxi Xie, Zewei Du et al.
On Efficiency in Hierarchical Reinforcement Learning
Zheng Wen, Doina Precup, Morteza Ibrahimi et al.
One Ring to Rule Them All: Certifiably Robust Geometric Perception with Outliers
Heng Yang, Luca Carlone
One-sample Guided Object Representation Disassembling
Zunlei Feng, Yongming He, Xinchao Wang et al.
One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL
Saurabh Kumar, Aviral Kumar, Sergey Levine et al.
On Infinite-Width Hypernetworks
Etai Littwin, Tomer Galanti, Lior Wolf et al.
On Learning Ising Models under Huber's Contamination Model
Adarsh Prasad, Vishwak Srinivasan, Sivaraman Balakrishnan et al.
Online Adaptation for Consistent Mesh Reconstruction in the Wild
Xueting Li, Sifei Liu, Shalini De Mello et al.