Multimodal Learning

Grounded Multimodal In-Context Learning for Product Weight Estimation at Scale in E-commerce ACL 2026 Group Editing: Edit Multiple Images in One Go CVPR 2026 GTR-Turbo: Merged Checkpoint is Secretly a Free Teacher for Agentic VLM Training CVPR 2026 H2-Surv: Hierarchical Hyperbolic Multimodal Representation Learning for Survival Prediction CVPR 2026 Harmonic Canvas: Inversion-Free Editing for Visually-Guided Music Style Transfer CVPR 2026 Harmonious Parameter Adaptation in Continual Visual Instruction Tuning for Safety-Aligned MLLMs CVPR 2026 Harmony: Harmonizing Audio and Video Generation through Cross-Task Synergy CVPR 2026 Heterogeneous Aligned Fusion for Survival Classification with Missing Modalities MIDL 2026 Hierarchical Enhancement of Semantic Priors for Disentangled Text-Driven Motion Generation CVPR 2026 Hierarchically Robust Zero-shot Vision-language Models CVPR 2026 HiFICL: High-Fidelity In-Context Learning for Multimodal Tasks CVPR 2026 Image-to-Point Cloud Feature Back-Projection for Multimodal Training of 3D Semantic Segmentation CVPR 2026 Intervention-Aware Multiscale Representation Learning from Imaging Phenomics and Perturbation Transcriptomics CVPR 2026 Intra-class Distribution-guided Generative Hashing with Neighbor Refinement for Cross-modal Retrieval CVPR 2026 JW-SVD: Bridging the Cross-Modal Mismatch in Post-Training MLLM Compression ACL 2026 KAMP: Knowledge-Anchored Multimodal Pretraining Framework for Medical Image Representation CVPR 2026 L2Dir: Integrating L_2-Norm and Directional Alignment for Unsupervised Contrastive Representation Learning in Multimodal Retrieval ACL 2026 LangPose: Language-Aligned Motion for Robust 3D Human Pose Estimation WACV 2026 Language-driven Fine-grained Retrieval CVPR 2026 Large Sign Language Models: Toward 3D American Sign Language Translation WACV 2026 Learning Like Humans: Analogical Concept Learning for Generalized Category Discovery CVPR 2026 Learning to Generate via Understanding: Understanding-Driven Intrinsic Rewarding for Unified Multimodal Models CVPR 2026 Listening Like Humans: Semantics-Guided Noise-Robust Multimodal Speech Recognition ACL 2026 LLMind: Bio-inspired Training-free Adaptive Visual Representations for Vision-Language Models CVPR 2026 Locate-then-Sparsify: Attribution Guided Sparse Strategy for Visual Hallucination Mitigation CVPR 2026