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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

Modeling, Evaluating, and Embodying Personality in LLMs: A Survey EMNLP 2025
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles EMNLP 2025
Octopus: Towards Building the Arabic Speech LLM Suite EMNLP 2025
MAHED Shared Task: Multimodal Detection of Hope and Hate Emotions in Arabic Content EMNLP 2025
LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living CVPR 2025
Hallucination Reduction in Video-Language Models via Hierarchical Multimodal Consistency IJCAI 2025
Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing CVPR 2025
Do Audio-Language Models Understand Linguistic Variations? NAACL 2025
Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics CVPR 2025
CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework CVPR 2025
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation CVPR 2025
Supervised Attention Mechanism for Low-quality Multimodal Data EMNLP 2025
Learning to Highlight Audio by Watching Movies CVPR 2025
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation WACV 2025
EmoGist: Efficient In-Context Learning for Visual Emotion Understanding EMNLP 2025
FakeSV-VLM: Taming VLM for Detecting Fake Short-Video News via Progressive Mixture-Of-Experts Adapter EMNLP 2025
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025
T-MAD: Target-driven Multimodal Alignment for Stance Detection EMNLP 2025
SAIST: Segment Any Infrared Small Target Model Guided by Contrastive Language-Image Pretraining CVPR 2025
Theorem-Validated Reverse Chain-of-Thought Problem Generation for Geometric Reasoning EMNLP 2025
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025
Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysis WACV 2025
PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation AAAI 2025
Extract Free Dense Misalignment from CLIP AAAI 2025
Temporally Grounding Instructional Diagrams in Unconstrained Videos WACV 2025