Multimodal Learning

Tell as You Want: Customizing Image Narrative with Knowledge and Thoughts AAAI 2026 TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval ACL 2026 TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment AAAI 2026 Temporal Object Captioning for Street Scene Videos from LiDAR Tracks WACV 2026 TempViz: On the Evaluation of Temporal Knowledge in Text-to-Image Models EACL 2026 Test-Time Consistency in Vision Language Models WACV 2026 Test-Time Reinforcement Learning for GUI Grounding via Region Consistency AAAI 2026 Text-Guided Channel Perturbation and Pre-Trained Knowledge Integration for Unified Multi-Modality Image Fusion AAAI 2026 Text-guided Controllable Diffusion for Realistic Camouflage Images Generation AAAI 2026 Text-guided Feature Disentanglement for Cross-modal Gait Recognition CVPR 2026 Text-Guided Gradient Refinement: Resolving Multimodal Gradient Conflicts to Boost Adversarial Attacks on Vision-Language Models AAAI 2026 Text-Image Conditioned 3D Generation CVPR 2026 TextShield-R1: Reinforced Reasoning for Tampered Text Detection AAAI 2026 Text-to-Scene with Large Reasoning Models AAAI 2026 Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models ACL 2026 TGCA-LLM: Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion AAAI 2026 TGT: Text-Grounded Trajectories for Locally Controlled Video Generation CVPR 2026 The Automatic Verification of Image-Text Claims (AVerImaTeC) Shared Task EACL 2026 The Coherence Trap: When MLLM-Crafted Narratives Exploit Manipulated Visual Contexts CVPR 2026 The Correlation Between Emotion in Text and Speech Segments is Limited: A Cross-Modal Study EACL 2026 The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning EACL 2026 The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models ACL 2026 The Emotional Baby Is Truly Deadly: Does Your Multimodal Large Reasoning Model Have Emotional Flattery Towards Humans? AAAI 2026 THE MORE, THE MERRIER: CONTRASTIVE FUSION FOR HIGHER-ORDER MULTIMODAL ALIGNMENT CVPR 2026 The Perceptual Observatory Characterizing Robustness and Grounding in MLLMs WACV 2026