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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

SAR: A Structure-Aligned Reasoning Framework for Temporal Knowledge Graph Question Answering AAAI 2026
BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations AAAI 2025
VLind-Bench: Measuring Language Priors in Large Vision-Language Models NAACL 2025
Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency AAAI 2025
Asymmetric Cross-Modal Hashing Based on Formal Concept Analysis AAAI 2025
Pose as a Modality: A Psychology-Inspired Network for Personality Recognition with a New Multimodal Dataset AAAI 2025
External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection AAAI 2025
mmFAS: Multimodal Face Anti-Spoofing Using Multi-Level Alignment and Switch-Attention Fusion AAAI 2025
DAMMFND: Domain-Aware Multimodal Multi-view Fake News Detection AAAI 2025
COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks AAAI 2025
Long Video Diffusion Generation with Segmented Cross-Attention and Content-Rich Video Data Curation CVPR 2025
Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow ICCV 2025
EyEar: Learning Audio Synchronized Human Gaze Trajectory Based on Physics-Informed Dynamics AAAI 2025
Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning AAAI 2025
APIRL: Deep Reinforcement Learning for REST API Fuzzing AAAI 2025
Towards Long-Horizon Vision-Language Navigation: Platform, Benchmark and Method CVPR 2025
EgoLM: Multi-Modal Language Model of Egocentric Motions CVPR 2025
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models CVPR 2025
S3E: Self-Supervised State Estimation for Radar-Inertial System ICCV 2025
WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network AAAI 2025
Large Multi-modal Models Can Interpret Features in Large Multi-modal Models ICCV 2025
See Through Their Minds: Learning Transferable Brain Decoding Models from Cross-Subject fMRI AAAI 2025
Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives ICCV 2025
Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration AAAI 2025
MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models AAAI 2025