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Multimodal Learning

13,057 papers

Papers per year

Papers

Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations AAAI 2025
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference AAAI 2025
Excluding the Impossible for Open Vocabulary Semantic Segmentation AAAI 2025
Training-free Open-Vocabulary Semantic Segmentation via Diverse Prototype Construction and Sub-region Matching AAAI 2025
Audio-Visual Adaptive Fusion Network for Question Answering Based on Contrastive Learning AAAI 2025
Hierarchical Cross-Modal Alignment for Open-Vocabulary 3D Object Detection AAAI 2025
Heterogeneous Prompt-Guided Entity Inferring and Distilling for Scene-Text Aware Cross-Modal Retrieval AAAI 2025
ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline Context AAAI 2025
MMPF: Multi-Modal Perception Framework for Abnormal Medical Condition Detection AAAI 2025
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios AAAI 2025
Position-Aware Guided Point Cloud Completion with CLIP Model AAAI 2025
Core-to-Global Reasoning for Compositional Visual Question Answering AAAI 2025
Expanding the Scope of Negatives: Boosting Image-Text Matching with Negatives Distribution Guided Learning AAAI 2025
Dense Audio-Visual Event Localization Under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration AAAI 2025
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition AAAI 2025
A Comprehensive Overhaul of Multimodal Assistant with Small Language Models AAAI 2025
MUC: Mixture of Uncalibrated Cameras for Robust 3D Human Body Reconstruction AAAI 2025
ST3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming AAAI 2025
RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement AAAI 2025
L-Man: A Large Multi-modal Model Unifying Human-centric Tasks AAAI 2025
Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum AAAI 2025
Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025
In-context Prompt-augmented Micro-video Popularity Prediction AAAI 2025
Global Attribute-Association Pattern Aggregation for Graph Fraud Detection AAAI 2025
Mixed-Curvature Multi-Modal Knowledge Graph Completion AAAI 2025