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

ViLU: Learning Vision-Language Uncertainties for Failure Prediction ICCV 2025

SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025

SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models ICCV 2025

AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts ACL 2025

Driving by the Rules: A Benchmark for Integrating Traffic Sign Regulations into Vectorized HD Map CVPR 2025

Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models CVPR 2025

IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification CVPR 2025

Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector CVPR 2025

Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025

Document-level Simplification and Illustration Generation Multimodal Coherence EMNLP 2025

A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter AAAI 2025

Pilot: Building the Federated Multimodal Instruction Tuning Framework AAAI 2025

Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025

Zero-Shot Image Captioning with Multi-type Entity Representations AAAI 2025

EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits ACL 2025

LRM-LLaVA: Overcoming the Modality Gap of Multilingual Large Language-Vision Model for Low-Resource Languages AAAI 2025

Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025

Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025

Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition AAAI 2025

McHirc: A Multimodal Benchmark for Chinese Idiom Reading Comprehension AAAI 2025

MEPNet: Medical Entity-Balanced Prompting Network for Brain CT Report Generation AAAI 2025

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization AAAI 2025

Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025

Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges AAAI 2025

Context-Informed Machine Translation of Manga using Multimodal Large Language Models COLING 2025