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Multimodal Learning

13,057 papers

Papers per year

Papers

MHBench: Demystifying Motion Hallucination in VideoLLMs AAAI 2025
COLUMBUS: Evaluating COgnitive Lateral Understanding Through Multiple-Choice reBUSes AAAI 2025
Mind the Uncertainty in Human Disagreement: Evaluating Discrepancies Between Model Predictions and Human Responses in VQA AAAI 2025
Progressive Multi-granular Alignments for Grounded Reasoning in Large Vision-Language Models AAAI 2025
Rethinking Open-Vocabulary Segmentation of Radiance Fields in 3D Space AAAI 2025
VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning AAAI 2025
Tri-Ergon: Fine-Grained Video-to-Audio Generation with Multi-Modal Conditions and LUFS Control AAAI 2025
FEAST-Mamba: FEAture and SpaTial Aware Mamba Network with Bidirectional Orthogonal Fusion for Cross-Modal Point Cloud Segmentation AAAI 2025
VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence AAAI 2025
Multimodal Hypothetical Summary for Retrieval-based Multi-image Question Answering AAAI 2025
Temporal Action Localization with Cross Layer Task Decoupling and Refinement AAAI 2025
Region-aware Difference Distilling with Attribute-guided Contrastive Regularization for Change Captioning AAAI 2025
DigitalLLaVA: Incorporating Digital Cognition Capability for Physical World Comprehension in Multimodal LLMs AAAI 2025
Generative Planning with 3D-Vision Language Pre-training for End-to-End Autonomous Driving AAAI 2025
MambaLCT: Boosting Tracking via Long-term Context State Space Model AAAI 2025
Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP AAAI 2025
RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object Detection AAAI 2025
Patch-level Sounding Object Tracking for Audio-Visual Question Answering AAAI 2025
ENCODER: Entity Mining and Modification Relation Binding for Composed Image Retrieval AAAI 2025
ProsodyTalker: 3D Visual Speech Animation via Prosody Decomposition AAAI 2025
Exploring the Potential of Large Vision-Language Models for Unsupervised Text-Based Person Retrieval AAAI 2025
VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos AAAI 2025
Boosting Multimodal Large Language Models with Visual Tokens Withdrawal for Rapid Inference AAAI 2025
Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis AAAI 2025
UFO: Enhancing Diffusion-Based Video Generation with a Uniform Frame Organizer AAAI 2025