Multimodal Learning

A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features ICML 2025 AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models EMNLP 2025 Action-Agnostic Point-Level Supervision for Temporal Action Detection AAAI 2025 Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ACL 2025 Activation Steering Decoding: Mitigating Hallucination in Large Vision-Language Models through Bidirectional Hidden State Intervention ACL 2025 Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025 Active Learning for Vision Language Models WACV 2025 ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025 A Culturally-diverse Multilingual Multimodal Video Benchmark & Model EMNLP 2025 AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction CVPR 2025 AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation CVPR 2025 AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness ACL 2025 AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025 Adapt-∞: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection ICLR 2025 AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025 AdaptEdit: An Adaptive Correspondence Guidance Framework for Reference-Based Video Editing IJCAI 2025 Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards ICLR 2025 Adapting to the Unknown: Training-Free Audio-Visual Event Perception with Dynamic Thresholds CVPR 2025 Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025 Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections ICCV 2025 Adaptive Keyframe Sampling for Long Video Understanding CVPR 2025 Adaptive Linguistic Prompting (ALP) Enhances Phishing Webpage Detection in Multimodal Large Language Models ACL 2025 Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding CVPR 2025 Adaptive Multimodal Fusion: Dynamic Attention Allocation for Intent Recognition AAAI 2025 Adaptive Multi-prompt Contrastive Network for Few-shot Out-of-distribution Detection ICML 2025