2025 Papers

Unveiling the Invisible: Reasoning Complex Occlusions Amodally with AURA

Zhixuan Li, Hyunse Yoon, Sanghoon Lee et al.

Unveiling the Knowledge of CLIP for Training-Free Open-Vocabulary Semantic Segmentation

Yajie Liu, Guodong Wang, Jinjin Zhang et al.

Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study

Zhengyu Hu, Jianxun Lian, Zheyuan Xiao et al.

Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment

Yuze Zhao, Tianyun Ji, Wenjun Feng et al.

Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis

Jiangyong Huang, Baoxiong Jia, Yan Wang et al.

Unveiling the Power of Multiple Gossip Steps: A Stability-Based Generalization Analysis in Decentralized Training

Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs

Aldo Pareja, Nikhil Shivakumar Nayak, Hao Wang et al.

Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks

Jieyuan (Eric) Zhang, Xiaolong Zhou, Shuai Wang et al.

Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors

Jinhyeok Choi, Heehyeon Kim, Joyce Jiyoung Whang

Unveiling the Uncertainty in Embodied and Operational Carbon of Large AI Models through a Probabilistic Carbon Accounting Model

Xiaoyang Zhang, He Fang, Yang Deng et al.

Unveiling Transformer Perception by Exploring Input Manifolds

Alessandro Benfenati, Alfio Ferrara, Alessio Marta et al.

Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach

Jing Bi, Lianggong Bruce Wen, Zhang Liu et al.

Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing

Pengcheng Xu, Boyuan Jiang, Xiaobin Hu et al.

Unwinding Rotations Reduces VR Sickness in Nonsimulated Immersive Telepresence

Filip Kulisiewicz, Basak Sakcak, Evan G. Center et al.

UnZipLoRA: Separating Content and Style from a Single Image

Chang Liu, Viraj Shah, Aiyu Cui et al.

Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities

Ruchika Chavhan, Abhinav Mehrotra, Malcolm Chadwick et al.

Update Your Transformer to the Latest Release: Re-Basin of Task Vectors

Filippo Rinaldi, Giacomo Capitani, Lorenzo Bonicelli et al.

UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation

Qihui Zhang, Munan Ning, Zheyuan Liu et al.

UPP: Unified Point-Level Prompting for Robust Point Cloud Analysis

Zixiang Ai, Zhenyu Cui, Yuxin Peng et al.

UP-Restorer: When Unrolling Meets Prompts for Unified Image Restoration

Minghao Liu, Wenhan Yang, Jinyi Luo et al.

UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement

Xiao Zhang, Fei Wei, Yong Wang et al.

UP-VLA: A Unified Understanding and Prediction Model for Embodied Agent

Jianke Zhang, Yanjiang Guo, Yucheng Hu et al.

Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting

Sunny Sanyal, Hayden Prairie, Rudrajit Das et al.

UrbanCAD: Towards Highly Controllable and Photorealistic 3D Vehicles for Urban Scene Simulation

Yichong Lu, Yichi Cai, Shangzhan Zhang et al.

UrbanIng-V2X: A Large-Scale Multi-Vehicle, Multi-Infrastructure Dataset Across Multiple Intersections for Cooperative Perception

Karthikeyan Chandra Sekaran, Markus Geisler, Dominik Rößle et al.

UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence

Jie Feng, Shengyuan Wang, Tianhui Liu et al.

UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios

Baichuan Zhou, Haote Yang, Dairong Chen et al.

URB - Urban Routing Benchmark for RL-equipped Connected Autonomous Vehicles

Ahmet Onur Akman, Anastasia Psarou, Michał Hoffmann et al.

URDF-Anything: Constructing Articulated Objects with 3D Multimodal Language Model

Zhe Li, Xiang Bai, Jieyu Zhang et al.

U-REPA: Aligning Diffusion U-Nets to ViTs

Yuchuan Tian, Hanting Chen, Mengyu Zheng et al.

URLOST: Unsupervised Representation Learning without Stationarity or Topology

Zeyu Yun, Juexiao Zhang, Yann LeCun et al.

URLs Help, Topics Guide: Understanding Metadata Utility in LLM Training

Dongyang Fan, Vinko Sabolčec, Martin Jaggi

URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration

Rui Xu, Yuzhen Niu, Yuezhou Li et al.

USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation

Wanjiang Weng, Hongsong Wang, Junbo Wang et al.

User-Instructed Disparity-aware Defocus Control

Yudong Han, Yan Yang, Hao Yang et al.

User Preference Meets Pareto-Optimality in Multi-Objective Bayesian Optimization

Joshua Hang Sai Ip, Ankush Chakrabarty, Ali Mesbah et al.

U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models

Tung-Yu Wu, Melody Lo

Using Diffusion Priors for Video Amodal Segmentation

Kaihua Chen, Deva Ramanan, Tarasha Khurana

Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing

Chen Liao, Yan Shen, Dan Li et al.

USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting

Kang Chen, Jiyuan Zhang, Zecheng Hao et al.

USP: Unified Self-Supervised Pretraining for Image Generation and Understanding

Xiangxiang Chu, Renda Li, Yong Wang

UST-SSM: Unified Spatio-Temporal State Space Models for Point Cloud Video Modeling

Peiming Li, Ziyi Wang, Yulin Yuan et al.

UtilGen: Utility-Centric Generative Data Augmentation with Dual-Level Task Adaptation

Jiyu Guo, Shuo Yang, Yiming Huang et al.

Utilitarian Algorithm Configuration for Infinite Parameter Spaces

Devon Graham, Kevin Leyton-Brown

Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification

Santiago Cortes-Gomez, Carlos Patiño, Yewon Byun et al.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Mantas Mazeika, Xuwang Yin, Rishub Tamirisa et al.

UTILITY: Utilizing Explainable Reinforcement Learning to Improve Reinforcement Learning

Shicheng Liu, Minghui Zhu

Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning

Runchuan Zhu, Zhipeng Ma, Jiang Wu et al.

Utterance-level Emotion Recognition in Conversation with Conversation-level Supervision

Ximing Li, Yuanchao Dai, Zhiyao Yang et al.

UV-Attack: Physical-World Adversarial Attacks on Person Detection via Dynamic-NeRF-based UV Mapping

Yanjie Li, Kaisheng Liang, Bin Xiao