Multimodal Learning

π_0.5: a Vision-Language-Action Model with Open-World Generalization CoRL 2025 3D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors ICML 2025 3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025 3DS-VLA: A 3D Spatial-Aware Vision Language Action Model for Robust Multi-Task Manipulation CoRL 2025 4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models CVPR 2025 5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025 75-Speaker Annot-16: A benchmark dataset for speech articulatory rt-MRI annotation with articulator contours and phonetic alignment Interspeech 2025 ABHINAYA - A System for Speech Emotion Recognition In Naturalistic Conditions Challenge Interspeech 2025 A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding ACL 2025 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 A Character-Centric Creative Story Generation via Imagination ACL 2025 A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds ACL 2025 A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition IJCAI 2025 A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features ICML 2025 Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ACL 2025 Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 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 Adapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration CVPR 2025 Adaptive Keyframe Sampling for Long Video Understanding CVPR 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 Parameter Selection for Tuning Vision-Language Models CVPR 2025 Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval AAAI 2025