multimodal learning

VENUS: A VLLM-driven Video Content Discovery System for Real Application Scenarios EMNLP 2025 VERO: Verification and Zero-Shot Feedback Acquisition for Few-Shot Multimodal Aspect-Level Sentiment Classification AAAI 2025 VGGSounder: Audio-Visual Evaluations for Foundation Models ICCV 2025 VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting AAAI 2025 V-HOP: Visuo-Haptic 6D Object Pose Tracking RSS 2025 ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation CVPR 2025 ViCocktail: Automated Multi-Modal Data Collection for Vietnamese Audio-Visual Speech Recognition Interspeech 2025 Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents EMNLP 2025 Video Action Differencing ICLR 2025 Video-Bench: Human-Aligned Video Generation Benchmark CVPR 2025 VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos CVPR 2025 Video-Guided Foley Sound Generation with Multimodal Controls CVPR 2025 Video-guided Machine Translation: A Survey of Models, Datasets, and Challenges IJCNLP 2025 VideoMiner: Iteratively Grounding Key Frames of Hour-Long Videos via Tree-based Group Relative Policy Optimization ICCV 2025 VideoQA-TA: Temporal-Aware Multi-Modal Video Question Answering COLING 2025 VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025 VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM CVPR 2025 Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark AAAI 2025 VideoSetDiff: Identifying and Reasoning Similarities and Differences in Similar Videos ICCV 2025 Video Summarization with Large Language Models CVPR 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 VidSole: A Multimodal Dataset for Joint Kinetics Quantification and Disease Detection with Deep Learning AAAI 2025