Multimodal Learning

VOVTrack: Exploring the Potentiality in Raw Videos for Open-Vocabulary Multi-Object Tracking ICCV 2025 VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models ACL 2025 VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering ACL 2025 VP-MEL: Visual Prompts Guided Multimodal Entity Linking ACL 2025 VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning AAAI 2025 VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering AAAI 2025 VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning EMNLP 2025 VQAGuider: Guiding Multimodal Large Language Models to Answer Complex Video Questions ACL 2025 VQCounter: Designing Visual Prompt Queue for Accurate Open-World Counting IJCAI 2025 VQ-VLA: Improving Vision-Language-Action Models via Scaling Vector-Quantized Action Tokenizers ICCV 2025 VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism ACL 2025 VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025 VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration ACL 2025 V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models EMNLP 2025 VSNet: Focusing on the Linguistic Characteristics of Sign Language CVPR 2025 VSP: Diagnosing the Dual Challenges of Perception and Reasoning in Spatial Planning Tasks for MLLMs ICCV 2025 V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents CVPR 2025 VTDexManip: A Dataset and Benchmark for Visual-tactile Pretraining and Dexterous Manipulation with Reinforcement Learning ICLR 2025 VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding AAAI 2025 VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning ICCV 2025 VTON 360: High-Fidelity Virtual Try-On from Any Viewing Direction CVPR 2025 VTON-HandFit: Virtual Try-on for Arbitrary Hand Pose Guided by Hand Priors Embedding CVPR 2025 Vulnerability of Text-to-Image Models to Prompt Template Stealing: A Differential Evolution Approach ACL 2025 WAFFLE: Fine-tuning Multi-Modal Model for Automated Front-End Development ACL 2025 WAFFLE: Multimodal Floorplan Understanding in the Wild WACV 2025