Papers
A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process
Jiayu Chen, Vaneet Aggarwal, Tian Lan
A Unified Approach for Maximizing Continuous DR-submodular Functions
Mohammad Pedramfar, Christopher Quinn, Vaneet Aggarwal
A Unified Approach to Count-Based Weakly Supervised Learning
Vinay Shukla, Zhe Zeng, Kareem Ahmed et al.
A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
Haizhou Shi, Hao Wang
A Unified Conditional Framework for Diffusion-based Image Restoration
Yi Zhang, Xiaoyu Shi, Dasong Li et al.
A Unified Detection Framework for Inference-Stage Backdoor Defenses
Xun Xian, Ganghua Wang, Jayanth Srinivasa et al.
A Unified Discretization Framework for Differential Equation Approach with Lyapunov Arguments for Convex Optimization
Kansei Ushiyama, Shun Sato, Takayasu Matsuo
A Unified Fast Gradient Clipping Framework for DP-SGD
Weiwei Kong, Andres Munoz Medina
A unified framework for information-theoretic generalization bounds
Yifeng Chu, Maxim Raginsky
A Unified Framework for Rank-based Loss Minimization
Rufeng Xiao, Yuze Ge, Rujun Jiang et al.
A Unified Framework for U-Net Design and Analysis
Christopher K. I. Williams, Fabian Falck, George Deligiannidis et al.
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing
Junren Chen, Jonathan Scarlett, Michael Ng et al.
A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning
Zitai Wang, Qianqian Xu, Zhiyong Yang et al.
A Unified Model and Dimension for Interactive Estimation
Nataly Brukhim, Miro Dudik, Aldo Pacchiano et al.
A Unified, Scalable Framework for Neural Population Decoding
Mehdi Azabou, Vinam Arora, Venkataramana Ganesh et al.
A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning
Ganyu Wang, Bin Gu, Qingsong Zhang et al.
A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning
Nika Haghtalab, Michael I. Jordan, Eric Zhao
Auslan-Daily: Australian Sign Language Translation for Daily Communication and News
Xin Shen, Shaozu Yuan, Hongwei Sheng et al.
Autodecoding Latent 3D Diffusion Models
Evangelos Ntavelis, Aliaksandr Siarohin, Kyle Olszewski et al.
AutoGO: Automated Computation Graph Optimization for Neural Network Evolution
Mohammad Salameh, Keith Mills, Negar Hassanpour et al.
Automated Classification of Model Errors on ImageNet
Momchil Peychev, Mark Müller, Marc Fischer et al.
Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger
Zhiqi Bu, Yu-Xiang Wang, Sheng Zha et al.
Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning
Yifan Zang, Jinmin He, Kai Li et al.
Automatic Integration for Spatiotemporal Neural Point Processes
Zihao Zhou, Rose Yu
Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings
Pulkit Verma, Rushang Karia, Siddharth Srivastava