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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models ICCV 2025
TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models ICCV 2025
Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025
RoboTron-Mani: All-in-One Multimodal Large Model for Robotic Manipulation ICCV 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization ACL 2025
Not Only Vision: Evolve Visual Speech Recognition via Peripheral Information ICCV 2025
Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data ACL 2025
UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding ACL 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025
MultiModal Action Conditioned Video Simulation ICCV 2025
Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series IJCNLP 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation IJCNLP 2025
MissionGNN: Hierarchical Multimodal GNN-Based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation WACV 2025
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles CVPR 2025
Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions CVPR 2025
Don’t Miss the Forest for the Trees: Attentional Vision Calibration for Large Vision Language Models ACL 2025
LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025
Enrich and Detect: Video Temporal Grounding with Multimodal LLMs ICCV 2025
Training-Free Text-Guided Image Editing with Visual Autoregressive Model ICCV 2025
Dual-Process Image Generation ICCV 2025
GODDS: The Global Online Deepfake Detection System AAAI 2025
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025
Multi-modal Segment Anything Model for Camouflaged Scene Segmentation ICCV 2025
Intra-modal and Cross-modal Synchronization for Audio-visual Deepfake Detection and Temporal Localization ICCV 2025
V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding ICCV 2025