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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

DialogDraw: Image Generation and Editing System Based on Multi-Turn Dialogue AAAI 2025
GODBench: A Benchmark for Multimodal Large Language Models in Video Comment Art ACL 2025
Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension AAAI 2025
Graphic Design with Large Multimodal Model AAAI 2025
External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection AAAI 2025
Cross-Domain Trajectory Association Based on Hierarchical Spatiotemporal Enhanced Attention Hypergraph AAAI 2025
Debiased Multimodal Understanding for Human Language Sequences AAAI 2025
Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition AAAI 2025
MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction AAAI 2025
Enhancing Multi-Robot Semantic Navigation Through Multimodal Chain-of-Thought Score Collaboration AAAI 2025
Towards Audio-Visual Navigation in Noisy Environments: A Large-Scale Benchmark Dataset and an Architecture Considering Multiple Sound-Sources 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
Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update AAAI 2025
Retention Score: Quantifying Jailbreak Risks for Vision Language Models AAAI 2025
PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection AAAI 2025
Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph EMNLP 2025
Read, Watch and Scream! Sound Generation from Text and Video AAAI 2025
Semi-Supervised Multi-View Multi-Label Learning with View-Specific Transformer and Enhanced Pseudo-Label AAAI 2025
Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues ACL 2025
Are Any-to-Any Models More Consistent Across Modality Transfers Than Specialists? ACL 2025
Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025
AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness ACL 2025
Sharper and Faster mean Better: Towards More Efficient Vision-Language Model for Hour-scale Long Video Understanding ACL 2025
Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts ACL 2025