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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing ICCV 2025
MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation ICCV 2025
Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation ICCV 2025
Mamba-3VL: Taming State Space Model for 3D Vision Language Learning ICCV 2025
Beyond Simple Edits: Composed Video Retrieval with Dense Modifications ICCV 2025
ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025
Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement ICCV 2025
MPBR: Multimodal Progressive Bidirectional Reasoning for Open-Set Fine-Grained Recognition ICCV 2025
Scaling Language-Free Visual Representation Learning ICCV 2025
UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments ICCV 2025
ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025
Improving Multimodal Learning via Imbalanced Learning ICCV 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-based Voice Conversion AAAI 2025
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation CVPR 2025
MateInfoUB: A Real-World Benchmark for Testing LLMs in Competitive, Multilingual, and Multimodal Educational Tasks ACL 2025
Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding CVPR 2025
ReEdit: Multimodal Exemplar-Based Image Editing WACV 2025
UniTMGE: Uniform Text-Motion Generation and Editing Model via Diffusion WACV 2025
TaxaBind: A Unified Embedding Space for Ecological Applications WACV 2025
SV-data2vec: Guiding Video Representation Learning with Latent Skeleton Targets WACV 2025
Click&Describe: Multimodal Grounding and Tracking for Aerial Objects WACV 2025
PureForest: A Large-Scale Aerial Lidar and Aerial Imagery Dataset for Tree Species Classification in Monospecific Forests WACV 2025
SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling NAACL 2025