Multimodal Learning

Learning Knowledge from Textual Descriptions for 3D Human Pose Estimation AAAI 2026 Learning More from Less: Exploiting Counterfactuals for Data-Efficient Chart Understanding ACL 2026 Learning Spatial Decay for Vision Transformers AAAI 2026 Learning to Curate Context: Jointly Optimizing Retrieval and Prediction for Multimodal Social Media Popularity AAAI 2026 Learning to See through Illumination Extremes with Event Streaming in Multimodal Large Language Models CVPR 2026 Learning Unified Spatio-temporal Representations for Efficient Compressed Video Understanding WACV 2026 Learning What Matters: Prioritized Concept Learning via Relative Error-driven Sample Selection CVPR 2026 Lenses: Toward Polysemous Vision-Language Understanding CVPR 2026 LENS: LLM-Enabled Narrative Synthesis for Mental Health by Aligning Multimodal Sensing with Language Models ACL 2026 Less Is More: Vision Representation Compression for Efficient Video Generation with Large Language Models AAAI 2026 Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization EACL 2026 Let’s Simplify Step by Step: Guiding LLM Towards Multilingual Unsupervised Proficiency-Controlled Sentence Simplification EACL 2026 Let’s Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts AAAI 2026 Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection AAAI 2026 Leveraging Image as Compressed Visual Prompt and Hierarchical Visual Knowledge for Effective Image Utilization in MLLMs AAAI 2026 Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs EACL 2026 Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models WACV 2026 Leveraging Sparse Observations to Predict Species Abundance Across Space and Time AAAI 2026 Leveraging Textual Compositional Reasoning for Robust Change Captioning AAAI 2026 Leveraging Visual Blur Perception Characteristics for EEG Decoding AAAI 2026 Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification AAAI 2026 Libra-VLA: Achieving Learning Equilibrium via Asynchronous Coarse-to-Fine Dual-System ACL 2026 LightGazeNet: A Lightweight GNN-based Architecture for Gaze Estimation WACV 2026 Lightweight Adaptive Topological Layout and Semantic Mapping in Vision-and-Language Navigation on Websites AAAI 2026 Linguistic Priors for Visual Decoupling: Towards Symmetric Vision-Brain Alignment CVPR 2026