Multimodal Learning

Rethinking Cross-Modal Anchor Alignment for Mitigating Error Accumulation CVPR 2026 Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training CVPR 2026 Revisit What You See: Revealing Visual Semantics in Vision Tokens to Guide LVLM Decoding ACL 2026 RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding WACV 2026 RPGFusion: 4D Radar Prior-Guided Multi-Modal Fusion for 3D Detection CVPR 2026 SAIL: Similarity-Aware Guidance and Inter-Caption Augmentation-based Learning for Weakly-Supervised Dense Video Captioning CVPR 2026 ScoliGaitX: A Deep Multi-Modal Fusion Network for Scoliosis Assessment via Gait Video Analysis WACV 2026 SeD-UD: An Influence-Driven and Hierarchically-Decoupled Information Bottleneck for Multimodal Intent Recognition CVPR 2026 Seeing Motion Through Polarity for Event-based Action Recognition CVPR 2026 Seeing Through Touch: Tactile-Driven Visual Localization of Material Regions CVPR 2026 SegMango: Early Deep Mango Yield Prediction based on Flower Segmentation and Weather Data WACV 2026 Selective Contrastive Learning For Gloss Free Sign Language Translation ACL 2026 Semantic Contrastive Adaptation for Multimodal Figurative Language Understanding ACL 2026 Semantic Noise Reduction via Teacher-Guided Dual-Path Audio-Visual Representation Learning CVPR 2026 Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models CVPR 2026 Spatio-Temporal Conditional Denoising Transformer for Modality-Missing RGBT Tracking CVPR 2026 Success and Cost Elicit Convention Formation for Efficient Communication ACL 2026 SynthRGB-T: Language-Vision Guided Image Translation for Diversity Synthesis CVPR 2026 Tackling Model Bias via Game-theoretic Multi-agent Collaboration Framework for Hateful Meme Classification CVPR 2026 Talking Together: Synthesizing Co-Located 3D Conversations from Audio CVPR 2026 TAMER: A Tri-Modal Contrastive Alignment and Multi-Scale Embedding Refinement Framework for Zero-Shot ECG Diagnosis CVPR 2026 Text-Guided Multi-Scale Frequency Representation Adaptation ACL 2026 Text-Printed Image: Bridging the Image-Text Modality Gap for Text-centric Training of Large Vision-Language Models CVPR 2026 Towards an Incremental Unified Multimodal Anomaly Detection: Augmenting Multimodal Denoising From an Information Bottleneck Perspective CVPR 2026 Towards Balanced Multi-Modal Learning in 3D Human Pose Estimation CVPR 2026