multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

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

LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions EMNLP 2025

ContextAware: A Multi-Agent Framework for Detecting Harmful Image-Based Comments on Social Media IJCAI 2025

BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025

Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning ACL 2025

X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding EMNLP 2025

Modality-Guided Dynamic Graph Fusion and Temporal Diffusion for Self-Supervised RGB-T Tracking IJCAI 2025

What if Othello-Playing Language Models Could See? EMNLP 2025

Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics EMNLP 2025

POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction IJCAI 2025

InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning EMNLP 2025

Enhancing Stress Detection on Social Media Through Multi-Modal Fusion of Text and Synthesized Visuals ACL 2025

Does Visual Grounding Enhance the Understanding of Embodied Knowledge in Large Language Models? EMNLP 2025

SAHAY: Multimodal, Privacy-Preserving AI for Suicide Risk Detection and Intervention in India IJCAI 2025

Bi-DiffCD: Bidirectional Diffusion Guided Collaborative Change Detection for Arbitrary-Modal Remote Sensing Images IJCAI 2025

Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases IJCAI 2025

Aria-UI: Visual Grounding for GUI Instructions ACL 2025

Multimodal Inference with Incremental Tabular Attributes IJCAI 2025

Probabilistic Multimodal Learning with von Mises-Fisher Distributions IJCAI 2025

Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025

Testing Spatial Intuitions of Humans and Large Language and Multimodal Models in Analogies ACL 2025

Towards Equilibrium: An Instantaneous Probe-and-Rebalance Multimodal Learning Approach IJCAI 2025

Interactive Multimodal Learning via Flat Gradient Modification IJCAI 2025

From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding EMNLP 2025

SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding CVPR 2025

Few-Shot Incremental Multi-modal Learning via Touch Guidance and Imaginary Vision Synthesis IJCAI 2025