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Multimodal Learning

1257 directly classified papers

Papers per year

Papers

Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025
Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025
MNLP@DravidianLangTech 2025: Transformer-based Multimodal Framework for Misogyny Meme Detection NAACL 2025
Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics CVPR 2025
SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025
AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers CVPR 2025
Exploring Contextual Attribute Density in Referring Expression Counting CVPR 2025
HuMoCon: Concept Discovery for Human Motion Understanding CVPR 2025
SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding CVPR 2025
GLASS: Guided Latent Slot Diffusion for Object-Centric Learning CVPR 2025
3DEnhancer: Consistent Multi-View Diffusion for 3D Enhancement CVPR 2025
Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset CVPR 2025
Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval CVPR 2025
Less Attention is More: Prompt Transformer for Generalized Category Discovery CVPR 2025
Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation CVPR 2025
FSboard: Over 3 Million Characters of ASL Fingerspelling Collected via Smartphones CVPR 2025
LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance Fields CVPR 2025
CASP: Consistency-aware Audio-induced Saliency Prediction Model for Omnidirectional Video CVPR 2025
Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection COLING 2025
Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases IJCAI 2025
A Multimodal Recaptioning Framework to Account for Perceptual Diversity Across Languages in Vision-Language Modeling IJCNLP 2025
Screening, Rectifying, and Re-Screening: A Unified Framework for Tuning Vision-Language Models with Noisy Labels IJCAI 2025
HerWILL@DravidianLangTech 2025: Ensemble Approach for Misogyny Detection in Memes Using Pre-trained Text and Vision Transformers NAACL 2025
FlexGen: Flexible Multi-View Generation from Text and Image Inputs ICCV 2025
Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective AAAI 2025