Multimodal Learning

Instruction-based Image Manipulation by Watching How Things Move CVPR 2025 Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models ICCV 2025 InstructOCR: Instruction Boosting Scene Text Spotting AAAI 2025 Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning AAAI 2025 Interleaved-Modal Chain-of-Thought CVPR 2025 In-the-wild Audio Spatialization with Flexible Text-guided Localization ACL 2025 In This Environment, As That Speaker: A Text-Driven Framework for Multi-Attribute Speech Conversion Interspeech 2025 Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ACL 2025 Is CLIP ideal? No. Can we fix it? Yes! ICCV 2025 Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body CVPR 2025 Is Your Image a Good Storyteller? AAAI 2025 It's a (Blind) Match! Towards Vision-Language Correspondence without Parallel Data CVPR 2025 IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web ACL 2025 Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation CVPR 2025 Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models EMNLP 2025 Jointly Improving Dialect Identification and ASR in Indian Languages using Multimodal Feature Fusion Interspeech 2025 Joint Vision-Language Social Bias Removal for CLIP CVPR 2025 Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection CVPR 2025 KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling EMNLP 2025 Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation CVPR 2025 Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models ACL 2025 L4DR: LiDAR-4DRadar Fusion for Weather-Robust 3D Object Detection AAAI 2025 LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models ICML 2025 LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant CVPR 2025 Language Driven Occupancy Prediction ICCV 2025