Multimodal Learning

VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling ICCV 2025 video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model ICML 2025 VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step CVPR 2025 VideoSetDiff: Identifying and Reasoning Similarities and Differences in Similar Videos ICCV 2025 Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision ICLR 2025 Video Summarization with Large Language Models CVPR 2025 Video-to-Audio Generation with Fine-grained Temporal Semantics Interspeech 2025 VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos CVPR 2025 VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks ICLR 2025 Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding CVPR 2025 VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos AAAI 2025 VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding CVPR 2025 VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling CVPR 2025 ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025 ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning EMNLP 2025 Viewpoint Rosetta Stone: Unlocking Unpaired Ego-Exo Videos for View-invariant Representation Learning CVPR 2025 ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models EMNLP 2025 ViGiL3D: A Linguistically Diverse Dataset for 3D Visual Grounding ACL 2025 VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge CVPR 2025 VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation ICLR 2025 ViLBench: A Suite for Vision-Language Process Reward Modeling EMNLP 2025 ViLLa: Video Reasoning Segmentation with Large Language Model ICCV 2025 ViLU: Learning Vision-Language Uncertainties for Failure Prediction ICCV 2025 VinaBench: Benchmark for Faithful and Consistent Visual Narratives CVPR 2025 VinTAGe: Joint Video and Text Conditioning for Holistic Audio Generation CVPR 2025