Multimodal Learning

IMG: Calibrating Diffusion Models via Implicit Multimodal Guidance ICCV 2025 Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025 ImgTrojan: Jailbreaking Vision-Language Models with ONE Image NAACL 2025 ImMimic: Cross-Domain Imitation from Human Videos via Mapping and Interpolation CoRL 2025 IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection ACL 2025 iMOVE : Instance-Motion-Aware Video Understanding ACL 2025 Implicit Correspondence Learning for Image-to-Point Cloud Registration CVPR 2025 Implicit Counterfactual Learning for Audio-Visual Segmentation ICCV 2025 Improve Language Model and Brain Alignment via Associative Memory ACL 2025 Improvement in Sign Language Translation Using Text CTC Alignment COLING 2025 Improve Vision Language Model Chain-of-thought Reasoning ACL 2025 Improving Alignment in LVLMs with Debiased Self-Judgment EMNLP 2025 Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction CVPR 2025 Improving LLM Video Understanding with 16 Frames Per Second ICML 2025 Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback ACL 2025 Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency ACL 2025 Improving Multilingual Sign Language Translation with Automatically Clustered Language Family Information COLING 2025 Improving Multimodal Learning Balance and Sufficiency through Data Remixing ICML 2025 Improving Multimodal Learning via Imbalanced Learning ICCV 2025 Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation AAAI 2025 Improving Out-of-distribution Human Activity Recognition via IMU-Video Cross-modal Representation Learning MLHC 2025 Improving Semantic Understanding in Speech Language Models via Brain-tuning ICLR 2025 Improving Sound Source Localization with Joint Slot Attention on Image and Audio CVPR 2025 Improving the Efficiency of Visually Augmented Language Models COLING 2025 Improving Zero-Shot Adversarial Robustness in Vision-Language Models by Closed-form Alignment of Adversarial Path Simplices ICML 2025