Papers
Transformers are Meta-Reinforcement Learners
Luckeciano C Melo
Translating Robot Skills: Learning Unsupervised Skill Correspondences Across Robots
Tanmay Shankar, Yixin Lin, Aravind Rajeswaran et al.
Translatotron 2: High-quality direct speech-to-speech translation with voice preservation
Ye Jia, Michelle Tadmor Ramanovich, Tal Remez et al.
TSPipe: Learn from Teacher Faster with Pipelines
Hwijoon Lim, Yechan Kim, Sukmin Yun et al.
TURF: Two-Factor, Universal, Robust, Fast Distribution Learning Algorithm
Yi Hao, Ayush Jain, Alon Orlitsky et al.
UAST: Uncertainty-Aware Siamese Tracking
Dawei Zhang, Yanwei Fu, Zhonglong Zheng
Unaligned Supervision for Automatic Music Transcription in The Wild
Ben Maman, Amit H Bermano
Uncertainty Modeling in Generative Compressed Sensing
Yilang Zhang, Mengchu Xu, Xiaojun Mao et al.
UnderGrad: A Universal Black-Box Optimization Method with Almost Dimension-Free Convergence Rate Guarantees
Kimon Antonakopoulos, Dong Quan Vu, Volkan Cevher et al.
Understanding and Improving Knowledge Graph Embedding for Entity Alignment
Lingbing Guo, Qiang Zhang, Zequn Sun et al.
Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy
Xinwei Zhang, Xiangyi Chen, Mingyi Hong et al.
Understanding Contrastive Learning Requires Incorporating Inductive Biases
Nikunj Saunshi, Jordan Ash, Surbhi Goel et al.
Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information
Kawin Ethayarajh, Yejin Choi, Swabha Swayamdipta
Understanding Doubly Stochastic Clustering
Tianjiao Ding, Derek Lim, Rene Vidal et al.
Understanding Gradient Descent on the Edge of Stability in Deep Learning
Sanjeev Arora, Zhiyuan Li, Abhishek Panigrahi
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond
Haoxiang Wang, Bo Li, Han Zhao
Understanding Instance-Level Impact of Fairness Constraints
Jialu Wang, Xin Eric Wang, Yang Liu
Understanding Policy Gradient Algorithms: A Sensitivity-Based Approach
Shuang Wu, Ling Shi, Jun Wang et al.
Understanding Robust Generalization in Learning Regular Languages
Soham Dan, Osbert Bastani, Dan Roth
Understanding Robust Overfitting of Adversarial Training and Beyond
Chaojian Yu, Bo Han, Li Shen et al.
Understanding The Robustness in Vision Transformers
Daquan Zhou, Zhiding Yu, Enze Xie et al.
Understanding the unstable convergence of gradient descent
Kwangjun Ahn, Jingzhao Zhang, Suvrit Sra
Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces
Yinshuang Xu, Jiahui Lei, Edgar Dobriban et al.
Unified Scaling Laws for Routed Language Models
Aidan Clark, Diego De Las Casas, Aurelia Guy et al.
UniRank: Unimodal Bandit Algorithms for Online Ranking
Camille-Sovanneary Gauthier, Romaric Gaudel, Elisa Fromont