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multimodal learning

4622 papers

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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

RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding WACV 2026
Robust Multimodal Emotion Recognition from Incomplete Modalities via Query-Based Unimodal and Cross-Modal Learning WACV 2026
MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training WACV 2026
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025
Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset EMNLP 2025
iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks IJCAI 2025
UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation SEMEVAL 2025
Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions EMNLP 2025
AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis EMNLP 2025
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions SEMEVAL 2025
M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model EMNLP 2025
ComicScene154: A Scene Dataset for Comic Analysis EMNLP 2025
CUET-823@DravidianLangTech 2025: Shared Task on Multimodal Misogyny Meme Detection in Tamil Language NAACL 2025
TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification IJCAI 2025
HerWILL@DravidianLangTech 2025: Ensemble Approach for Misogyny Detection in Memes Using Pre-trained Text and Vision Transformers NAACL 2025
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text EMNLP 2025
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation EMNLP 2025
MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025
Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 2025
Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning EMNLP 2025
Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation EMNLP 2025
VoiceBBQ: Investigating Effect of Content and Acoustics in Social Bias of Spoken Language Model EMNLP 2025