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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection EMNLP 2025
LATTE: Learning to Think with Vision Specialists EMNLP 2025
3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025
Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning AAAI 2025
DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes AAAI 2025
AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction EMNLP 2025
Feature Design for Bridging SAM and CLIP toward Referring Image Segmentation WACV 2025
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025
STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation AAAI 2025
PresentAgent: Multimodal Agent for Presentation Video Generation EMNLP 2025
Adaptive Keyframe Sampling for Long Video Understanding CVPR 2025
Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents EMNLP 2025
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications EMNLP 2025
Question-Aware Gaussian Experts for Audio-Visual Question Answering CVPR 2025
AnimateAnything: Consistent and Controllable Animation for Video Generation CVPR 2025
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation AAAI 2025
CLIP-PCQA: Exploring Subjective-Aligned Vision-Language Modeling for Point Cloud Quality Assessment AAAI 2025
Bridging Semantic and Modality Gaps in Zero-Shot Captioning via Retrieval from Synthetic Data EMNLP 2025
FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations CVPR 2025
Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025
Learning Dynamic Similarity by Bidirectional Hierarchical Sliding Semantic Probe for Efficient Text Video Retrieval AAAI 2025
MotionMap: Representing Multimodality in Human Pose Forecasting CVPR 2025
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language CVPR 2025
EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models CVPR 2025
EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions AAAI 2025