Multimodal Learning

VERO: Verification and Zero-Shot Feedback Acquisition for Few-Shot Multimodal Aspect-Level Sentiment Classification AAAI 2025 VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis AAAI 2025 Versatile Framework for Song Generation with Prompt-based Control EMNLP 2025 Versatile Transition Generation with Image-to-Video Diffusion ICCV 2025 VestaBench: An Embodied Benchmark for Safe Long-Horizon Planning Under Multi-Constraint and Adversarial Settings EMNLP 2025 VEU-Bench: Towards Comprehensive Understanding of Video Editing CVPR 2025 VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos ACL 2025 VFlowOpt: A Token Pruning Framework for LMMs with Visual Information Flow-Guided Optimization ICCV 2025 VGGSounder: Audio-Visual Evaluations for Foundation Models ICCV 2025 VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting AAAI 2025 VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis AAAI 2025 V-HOP: Visuo-Haptic 6D Object Pose Tracking RSS 2025 ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models NAACL 2025 VIBE: Can a VLM Read the Room? EMNLP 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 VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-horizon Manipulation ICLR 2025 Vid2Avatar-Pro: Authentic Avatar from Videos in the Wild via Universal Prior CVPR 2025 VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning AAAI 2025 VidComposition: Can MLLMs Analyze Compositions in Compiled Videos? CVPR 2025 Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization ICCV 2025 Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents EMNLP 2025 Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding CVPR 2025 Video Action Differencing ICLR 2025 VideoAds for Fast-Paced Video Understanding ICCV 2025