Multimodal Learning

ARES: Unifying Asymmetric RGB-Event Stereo for Probabilistic Scene Flow Estimation CVPR 2026 Are We on the Right Way to Assess Document Retrieval-Augmented Generation? AAAI 2026 Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods ACL 2026 AR-Nav Benchmark: Augmented Reality Navigation with Vision and Language AAAI 2026 ART: Actor-Related Tubelet for Detecting Complex-shaped Action Tubes WACV 2026 ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding CVPR 2026 ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM AAAI 2026 Ask Me Again Differently: GRAS for Measuring Bias in Vision Language Models on Gender, Race, Age, and Skin Tone EACL 2026 AStar: Boosting Multimodal Reasoning with Automated Structured Thinking AAAI 2026 A Survey of Deep Learning for Geometry Problem Solving ACL 2026 A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning ACL 2026 A Text-Routed Sparse Mixture-of-Experts Model with Explanation and Temporal Alignment for Multi-Modal Sentiment Analysis AAAI 2026 ATIR: Towards Audio-Text Interleaved Contextual Retrieval ACL 2026 ATM: Enhanced Alignment for Text-to-Motion Generation WACV 2026 Attention to Threat-Relevant Objects: Reasoning Detection in Autonomous Driving via Multimodal Large Language Models AAAI 2026 Attribution-Guided Multi-Object Hallucination and Bias Detection in Vision-Language Models EACL 2026 AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation EACL 2026 Audio-Thinker: Guiding Large Audio Language Model When and How to Think via Reinforcement Learning AAAI 2026 Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation AAAI 2026 A Unified View on Emotion Representation in Large Language Models EACL 2026 AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation AAAI 2026 AuthGuard: Generalizable Deepfake Detection via Language Guidance WACV 2026 AutoFigure-Edit: Generating Editable Scientific Illustrations via Reference-Guided Styling ACL 2026 AutoGameUI: Constructing High-Fidelity GameUI via Multimodal Correspondence Matching AAAI 2026 AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs ACL 2026