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Multimodal Learning

13,057 papers

Papers per year

2
46
675
3654
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'25

Papers

TS-CLIP: Time Series Understanding by CLIP EMNLP 2025
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025
CalligraphicOCR for Chinese Calligraphy Recognition EMNLP 2025
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models EMNLP 2025
MIO: A Foundation Model on Multimodal Tokens EMNLP 2025
Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model EMNLP 2025
Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models EMNLP 2025
AssoCiAm: A Benchmark for Evaluating Association Thinking while Circumventing Ambiguity EMNLP 2025
Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025
ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model EMNLP 2025
CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling EMNLP 2025
TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection EMNLP 2025
Diagram-Driven Course Questions Generation EMNLP 2025
ECC: An Emotion-Cause Conversation Dataset for Empathy Response EMNLP 2025
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025
VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models EMNLP 2025
RAV: Retrieval-Augmented Voting for Tactile Descriptions Without Training EMNLP 2025
SPE Attention: Making Attention Equivariant to Semantic-Preserving Permutation for Code Processing EMNLP 2025
Audio-centric Video Understanding Benchmark without Text Shortcut EMNLP 2025
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration EMNLP 2025
FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models EMNLP 2025
Multimodal Language Models See Better When They Look Shallower EMNLP 2025
ViLBench: A Suite for Vision-Language Process Reward Modeling EMNLP 2025
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 2025