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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

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
Pose as a Modality: A Psychology-Inspired Network for Personality Recognition with a New Multimodal Dataset AAAI 2025
BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations AAAI 2025
CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization AAAI 2025
Motion Prior Knowledge Learning with Homogeneous Language Descriptions for Moving Infrared Small Target Detection AAAI 2025
Cross-View Referring Multi-Object Tracking AAAI 2025
FIRM: Flexible Interactive Reflection ReMoval AAAI 2025
Graphic Design with Large Multimodal Model AAAI 2025
PIXELS: Progressive Image Xemplar-based Editing with Latent Surgery AAAI 2025
Multi-Pair Temporal Sentence Grounding via Multi-Thread Knowledge Transfer Network AAAI 2025
VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering AAAI 2025
PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation AAAI 2025
AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring AAAI 2025
RefDetector: A Simple Yet Effective Matching-based Method for Referring Expression Comprehension AAAI 2025
Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension AAAI 2025
Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples AAAI 2025
InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation AAAI 2025
Cross-modulated Attention Transformer for RGBT Tracking AAAI 2025
Expand VSR Benchmark for VLLM to Expertize in Spatial Rules AAAI 2025
Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation AAAI 2025
ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries AAAI 2025
CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex AAAI 2025
End-to-End Autonomous Driving Through V2X Cooperation AAAI 2025
Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion ACL 2025