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

Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025

WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025

Generative Agents for Multimodal Controversy Detection IJCAI 2025

MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models EMNLP 2025

Multi-Granular Multimodal Clue Fusion for Meme Understanding AAAI 2025

BANMIME : Misogyny Detection with Metaphor Explanation on Bangla Memes EMNLP 2025

Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation AAAI 2025

Multimodal Neural Machine Translation: A Survey of the State of the Art EMNLP 2025

REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLMs IJCAI 2025

CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information AAAI 2025

MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs EMNLP 2025

GVMGen: A General Video-to-Music Generation Model with Hierarchical Attentions AAAI 2025

Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health AAAI 2025

ExpertNeurons at SciVQA-2025: Retrieval Augmented VQA with Vision Language Model (RAVQA-VLM) ACL 2025

MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025

Transparent and Coherent Procedural Mistake Detection EMNLP 2025

Pose as a Modality: A Psychology-Inspired Network for Personality Recognition with a New Multimodal Dataset AAAI 2025

Utilizing Vision-Language Models for Detection of Leaf-Based Diseases in Tomatoes AAAI 2025

Hallucination Reduction in Video-Language Models via Hierarchical Multimodal Consistency IJCAI 2025

Thermal-Aware Low-Light Image Enhancement: A Real-World Benchmark and a New Light-Weight Model AAAI 2025

Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ACL 2025

Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning EMNLP 2025

Scalable Vision-Language Understanding and Generation AAAI 2025

SSLFusion: Scale and Space Aligned Latent Fusion Model for Multimodal 3D Object Detection AAAI 2025

Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract) AAAI 2025