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multimodal learning

4622 papers

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large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

ContextIQ: A Multimodal Expert-Based Video Retrieval System for Contextual Advertising WACV 2025
Sketchtopia: A Dataset and Foundational Agents for Benchmarking Asynchronous Multimodal Communication with Iconic Feedback CVPR 2025
Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025
Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics CVPR 2025
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation CVPR 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation AACL 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025
Text2midi: Generating Symbolic Music from Captions AAAI 2025
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia ACL 2025
MEPNet: Medical Entity-Balanced Prompting Network for Brain CT Report Generation AAAI 2025
REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLMs IJCAI 2025
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025
Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection CVPR 2025
Flexible Frame Selection for Efficient Video Reasoning CVPR 2025
Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes CVPR 2025
Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention CVPR 2025
Efficient Motion-Aware Video MLLM CVPR 2025
Generative Agents for Multimodal Controversy Detection IJCAI 2025
HarmonySet: A Comprehensive Dataset for Understanding Video-Music Semantic Alignment and Temporal Synchronization CVPR 2025
TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation CVPR 2025
MammAlps: A Multi-view Video Behavior Monitoring Dataset of Wild Mammals in the Swiss Alps CVPR 2025
MMGeo: Multimodal Compositional Geo-Localization for UAVs ICCV 2025
ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking ICCV 2025
MuSciClaims: Multimodal Scientific Claim Verification AACL 2025