Multimodal Learning

CASP: Compression of Large Multimodal Models Based on Attention Sparsity CVPR 2025 CASPER: Inferring Diverse Intents for Assistive Teleoperation with Vision Language Models CoRL 2025 CAST: Cross-modal Alignment Similarity Test for Vision Language Models COLING 2025 cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree EMNLP 2025 CATALOG: A Camera Trap Language-Guided Contrastive Learning Model WACV 2025 Catalyst at BLP-2025 Task 1: Transformer Ensembles and Multi-task Learning Approaches for Bangla Hate Speech Detection AACL 2025 Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models ICML 2025 CateEA: Enhancing Entity Alignment via Implicit Category Supervision COLING 2025 Category-aware EEG Image Generation Based on Wavelet Transform and Contrast Semantic Loss IJCAI 2025 CaTER: A Framework for Context-aware Topology Entity Retrieval Contrastive Learning in End-to-End Task-Oriented Dialogue Systems EMNLP 2025 Causal Representation Learning from Multimodal Biomedical Observations ICLR 2025 Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness EMNLP 2025 CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025 Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases IJCAI 2025 Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions ACL 2025 CAVE : Detecting and Explaining Commonsense Anomalies in Visual Environments EMNLP 2025 CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment CVPR 2025 CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding ICLR 2025 CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models ACL 2025 CCIN: Compositional Conflict Identification and Neutralization for Composed Image Retrieval CVPR 2025 C-CLIP: Multimodal Continual Learning for Vision-Language Model ICLR 2025 CCL-LGS: Contrastive Codebook Learning for 3D Language Gaussian Splatting ICCV 2025 CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation EMNLP 2025 CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer AAAI 2025 CE-FAM: Concept-Based Explanation via Fusion of Activation Maps ICCV 2025