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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

Train a Unified Multimodal Data Quality Classifier with Synthetic Data EMNLP 2025
Bi-DiffCD: Bidirectional Diffusion Guided Collaborative Change Detection for Arbitrary-Modal Remote Sensing Images IJCAI 2025
MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning IJCAI 2025
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025
NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly Pipelines IJCAI 2025
Multimodal Inverse Attention Network with Intrinsic Discriminant Feature Exploitation for Fake News Detection IJCAI 2025
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025
Blinded by Context: Unveiling the Halo Effect of MLLM in AI Hiring ACL 2025
Multimodal Invariant Sentiment Representation Learning ACL 2025
A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds ACL 2025
VP-MEL: Visual Prompts Guided Multimodal Entity Linking ACL 2025
Human-Centric Foundation Models: Perception, Generation and Agentic Modeling IJCAI 2025
FRAME: Floor-aligned Representation for Avatar Motion from Egocentric Video CVPR 2025
Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs CVPR 2025
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation CVPR 2025
Meme Trojan: Backdoor Attacks Against Hateful Meme Detection via Cross-Modal Triggers AAAI 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding CVPR 2025
HyperGLM: HyperGraph for Video Scene Graph Generation and Anticipation CVPR 2025
A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration ACL 2025
3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer CVPR 2025
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025
CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment CVPR 2025
SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition EMNLP 2025
Self-Improvement in Multimodal Large Language Models: A Survey EMNLP 2025