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Multimodal Learning

13,057 papers

Papers per year

Papers

InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation AAAI 2025
DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification AAAI 2025
MambaPro: Multi-Modal Object Re-identification with Mamba Aggregation and Synergistic Prompt AAAI 2025
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis AAAI 2025
CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation AAAI 2025
VA-AR: Learning Velocity-Aware Action Representations with Mixture of Window Attention AAAI 2025
GraphAvatar: Compact Head Avatars with GNN-Generated 3D Gaussians AAAI 2025
ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation AAAI 2025
VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025
Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning AAAI 2025
Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark AAAI 2025
FriendsQA: A New Large-Scale Deep Video Understanding Dataset with Fine-grained Topic Categorization for Story Videos AAAI 2025
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval AAAI 2025
Cross-modulated Attention Transformer for RGBT Tracking AAAI 2025
TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning 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
Attention-Driven GUI Grounding: Leveraging Pretrained Multimodal Large Language Models Without Fine-Tuning AAAI 2025
CLIP-driven View-aware Prompt Learning for Unsupervised Vehicle Re-identification AAAI 2025
PDDM: Pseudo Depth Diffusion Model for RGB-PD Semantic Segmentation Based in Complex Indoor Scenes AAAI 2025
Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models AAAI 2025
HOIMamba: Efficient Mamba-based Disentangled Progressive Learning for HOI Detection AAAI 2025
FLAME: Learning to Navigate with Multimodal LLM in Urban Environments AAAI 2025
FATE: Feature-Adapted Parameter Tuning for Vision-Language Models AAAI 2025
RetouchGPT: LLM-based Interactive High-Fidelity Face Retouching via Imperfection Prompting AAAI 2025