Multimodal Learning

AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding ACL 2025 ADCeleb: A Longitudinal Speech Dataset from Public Figures for Early Detection of Alzheimer’s Disease Interspeech 2025 ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation ICCV 2025 Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding ACL 2025 Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025 Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025 AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models CVPR 2025 A Generalization Theory for Zero-Shot Prediction ICML 2025 Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders ICML 2025 Agri-CM3: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning ACL 2025 Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction ICML 2025 AG-VPReID: A Challenging Large-Scale Benchmark for Aerial-Ground Video-based Person Re-Identification CVPR 2025 AID-Agent: An LLM-Agent for Advanced Extraction and Integration of Documents ACL 2025 AIDE: Improving 3D Open-Vocabulary Semantic Segmentation by Aligned Vision-Language Learning WACV 2025 AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning ICCV 2025 AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings ICML 2025 Aligning Composed Query with Image via Discriminative Perception from Negative Correspondences AAAI 2025 Aligning Instance Brownian Bridge with Texts for Open-Vocabulary Video Instance Segmentation AAAI 2025 Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025 Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Large Model Enhancement CVPR 2025 AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment CVPR 2025 Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering CVPR 2025 All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025 (Almost) Free Modality Stitching of Foundation Models EMNLP 2025 Alzheimer’s Disease Detection Using Co-Attention Mechanism for Acoustic and ASR-Transcribed Text Features Interspeech 2025