Multimodal Learning

ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline Context AAAI 2025 Continual SFT Matches Multimodal RLHF with Negative Supervision CVPR 2025 Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025 Contrastive Patient-level Pretraining Enables Longitudinal and Multimodal Fusion for Lung Cancer Risk Prediction MIDL 2025 CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization AAAI 2025 Coreference as an indicator of context scope in multimodal narrative ACL 2025 CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models ICML 2025 Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning EMNLP 2025 COSMMIC: Comment-Sensitive Multimodal Multilingual Indian Corpus for Summarization and Headline Generation ACL 2025 COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training CVPR 2025 Counting Stacked Objects ICCV 2025 COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts CVPR 2025 CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025 Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation CVPR 2025 Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence ACL 2025 CrisisTS: Coupling Social Media Textual Data and Meteorological Time Series for Urgency Classification ACL 2025 Cross-Aligned Fusion for Multimodal Understanding WACV 2025 Cross-lingual Multimodal Sentiment Analysis for Low-Resource Languages via Language Family Disentanglement and Rethinking Transfer ACL 2025 Cross-Modal 3D Representation with Multi-View Images and Point Clouds CVPR 2025 Cross-modal Clustering-based Retrieval for Scalable and Robust Image Captioning ACL 2025 Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D Motion CVPR 2025 Cross-Modal Imputation and Uncertainty Estimation for Spatial Transcriptomics AISTATS 2025 Cross-Modal Learning for Music-to-Music-Video Description Generation NAACL 2025 CrowdAgent: Multi-Agent Managed Multi-Source Annotation System EMNLP 2025 Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia ACL 2025