Multimodal Learning

VioPose: Violin Performance 4D Pose Estimation by Hierarchical Audiovisual Inference WACV 2025 ViPCap: Retrieval Text-Based Visual Prompts for Lightweight Image Captioning AAAI 2025 ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding EMNLP 2025 VISaGE: Understanding Visual Generics and Exceptions EMNLP 2025 ViSAGe: Video-to-Spatial Audio Generation ICLR 2025 VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025 VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models EMNLP 2025 VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning CVPR 2025 VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models EMNLP 2025 VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation NAACL 2025 VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding EMNLP 2025 VISIAR: Empower MLLM for Visual Story Ideation ACL 2025 Vision-aided Unsupervised Constituency Parsing with Multi-MLLM Debating ACL 2025 Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs EMNLP 2025 Vision and Language Synergy for Rehearsal Free Continual Learning ICLR 2025 VisionArena: 230k Real World User-VLM Conversations with Preference Labels CVPR 2025 Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation AAAI 2025 Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding WACV 2025 Vision-Based Generic Potential Function for Policy Alignment in Multi-Agent Reinforcement Learning AAAI 2025 Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions EMNLP 2025 Vision-Language Embodiment for Monocular Depth Estimation CVPR 2025 Vision-Language Interactive Relation Mining for Open-Vocabulary Scene Graph Generation ICCV 2025 Vision Language Model Helps Private Information De-Identification in Vision Data ACL 2025 Vision Language Models are In-Context Value Learners ICLR 2025 Vision-Language Models Can Self-Improve Reasoning via Reflection NAACL 2025