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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

Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation ACL 2025
Can Out-of-Domain Data Help to Learn Domain-Specific Prompts for Multimodal Misinformation Detection? WACV 2025
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025
Enhancing Multimodal Unified Representations for Cross Modal Generalization ACL 2025
VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration ACL 2025
G2D: Boosting Multimodal Learning with Gradient-Guided Distillation ICCV 2025
SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models ACL 2025
Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers IJCAI 2025
ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning ACL 2025
SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning ICCV 2025
IMAGDressing-v1: Customizable Virtual Dressing AAAI 2025
MiCEval: Unveiling Multimodal Chain of Thought’s Quality via Image Description and Reasoning Steps NAACL 2025
X-Fusion: Introducing New Modality to Frozen Large Language Models ICCV 2025
Embodied Navigation with Auxiliary Task of Action Description Prediction ICCV 2025
Commentary Generation from Multimodal Game Data for Esports Moments in Multiplayer Strategy Games IJCNLP 2025
Towards Equilibrium: An Instantaneous Probe-and-Rebalance Multimodal Learning Approach IJCAI 2025
SAHAY: Multimodal, Privacy-Preserving AI for Suicide Risk Detection and Intervention in India IJCAI 2025
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025
FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain EMNLP 2025
Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving EMNLP 2025
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025
AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders EMNLP 2025
POSTA: A Go-to Framework for Customized Artistic Poster Generation CVPR 2025
Semi-Supervised Online Cross-Modal Hashing AAAI 2025
Do We Need Large VLMs for Spotting Soccer Actions? IJCNLP 2025