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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving AAAI 2025
AoP-SAM: Automation of Prompts for Efficient Segmentation AAAI 2025
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization AAAI 2025
Comprehensive Multi-Modal Prototypes Are Simple and Effective Classifiers for Vast-Vocabulary Object Detection AAAI 2025
LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba AAAI 2025
SSLFusion: Scale and Space Aligned Latent Fusion Model for Multimodal 3D Object Detection AAAI 2025
PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation AAAI 2025
LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation AAAI 2025
L4DR: LiDAR-4DRadar Fusion for Weather-Robust 3D Object Detection AAAI 2025
Tri-Ergon: Fine-Grained Video-to-Audio Generation with Multi-Modal Conditions and LUFS Control AAAI 2025
D&M: Enriching E-commerce Videos with Sound Effects by Key Moment Detection and SFX Matching AAAI 2025
Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities AAAI 2025
VQTalker: Towards Multilingual Talking Avatars Through Facial Motion Tokenization AAAI 2025
DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes AAAI 2025
Learning Dynamic Similarity by Bidirectional Hierarchical Sliding Semantic Probe for Efficient Text Video Retrieval AAAI 2025
Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025
CLIP-PCQA: Exploring Subjective-Aligned Vision-Language Modeling for Point Cloud Quality Assessment AAAI 2025
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation AAAI 2025
Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025
Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning AAAI 2025
Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025
MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding AAAI 2025
Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension AAAI 2025
Towards Open-Vocabulary Remote Sensing Image Semantic Segmentation AAAI 2025
Text-Guided Nonverbal Enhancement Based on Modality-Invariant and -Specific Representations for Video Speaking Style Recognition AAAI 2025