Papers
Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent
Lingjiong Zhu, Mert Gurbuzbalaban, Anant Raj et al.
Unifying GANs and Score-Based Diffusion as Generative Particle Models
Jean-Yves Franceschi, Mike Gartrell, Ludovic Dos Santos et al.
Unifying Predictions of Deterministic and Stochastic Physics in Mesh-reduced Space with Sequential Flow Generative Model
Luning Sun, Xu Han, Han Gao et al.
UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models
Wenliang Zhao, Lujia Bai, Yongming Rao et al.
UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation
Muchao Ye, Ziyi Yin, Tianrong Zhang et al.
UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition
qiufu li, Xi Jia, Jiancan Zhou et al.
Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization
Taoli Zheng, Linglingzhi Zhu, Anthony Man-Cho So et al.
Universality and Limitations of Prompt Tuning
Yihan Wang, Jatin Chauhan, Wei Wang et al.
Universality laws for Gaussian mixtures in generalized linear models
Yatin Dandi, Ludovic Stephan, Florent Krzakala et al.
Universal Online Learning with Gradient Variations: A Multi-layer Online Ensemble Approach
Yu-Hu Yan, Peng Zhao, Zhi-Hua Zhou
Universal Prompt Tuning for Graph Neural Networks
Taoran Fang, Yunchao Zhang, YANG YANG et al.
Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieval
Yu Liang, Shiliang Zhang, Li Ken Li et al.
Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift
Yongduo Sui, Qitian Wu, Jiancan Wu et al.
Unleashing the Power of Randomization in Auditing Differentially Private ML
Krishna Pillutla, Galen Andrew, Peter Kairouz et al.
Unleash the Potential of Image Branch for Cross-modal 3D Object Detection
Yifan Zhang, Qijian Zhang, Junhui Hou et al.
Unlimiformer: Long-Range Transformers with Unlimited Length Input
Amanda Bertsch, Uri Alon, Graham Neubig et al.
Unlocking Deterministic Robustness Certification on ImageNet
Kai Hu, Andy Zou, Zifan Wang et al.
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization
Thomas FEL, Thibaut Boissin, Victor Boutin et al.
Unpaired Multi-Domain Causal Representation Learning
Nils Sturma, Chandler Squires, Mathias Drton et al.
UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures
Zhong-Qiu Wang, Shinji Watanabe
Unsupervised Anomaly Detection with Rejection
Lorenzo Perini, Jesse Davis
Unsupervised Behavior Extraction via Random Intent Priors
Hao Hu, Yiqin Yang, Jianing Ye et al.
Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision
Zeyang Zhang, Xin Wang, Ziwei Zhang et al.
Unsupervised Image Denoising with Score Function
Yutong Xie, Mingze Yuan, Bin Dong et al.
Unsupervised Learning for Solving the Travelling Salesman Problem
Yimeng Min, Yiwei Bai, Carla P. Gomes