Multimodal Learning

EchoFoley: Event-Centric Hierarchical Control for Video Grounded Creative Sound Generation CVPR 2026 Editing the Moving World: Model Editing for Video LLMs ACL 2026 Efficient and High-Fidelity Omni Modality Retrieval CVPR 2026 Efficient Frame Selection for Long Video Understanding via Reinforcement Learning CVPR 2026 Efficient LLM-Jailbreaking via Multimodal-LLM Jailbreak AAAI 2026 Efficient Modality Translation via Arbitrary Conditioning and Wasserstein Regularization AAAI 2026 Efficient Multimodal Large Language Model via Dynamic KV Cache Quantization AAAI 2026 Efficient Segmentation with Multimodal Large Language Model via Token Routing AAAI 2026 Efficient Table Retrieval and Understanding with Multimodal Large Language Models EACL 2026 EG-3DVG: Expression and Geometry Aware Grounding Decoder for 3D Visual Grounding CVPR 2026 EgoAVU: Egocentric Audio-Visual Understanding CVPR 2026 EgoCross: Benchmarking Multimodal Large Language Models for Cross-Domain Egocentric Video Question Answering AAAI 2026 EgoEMS: A High-Fidelity Multimodal Egocentric Dataset for Cognitive Assistance in Emergency Medical Services AAAI 2026 Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance WACV 2026 ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Video Understanding CVPR 2026 EM-KD: Distilling Efficient Multimodal Large Language Model with Unbalanced Vision Tokens AAAI 2026 EMMA: Extracting Multiple physical parameters from Multimodal Data CVPR 2026 EMOD: A Unified EEG Emotion Representation Framework Leveraging V-A Guided Contrastive Learning AAAI 2026 EMO-R3: Reflective Reinforcement Learning for Emotional Reasoning in Multimodal Large Language Models CVPR 2026 EmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding ACL 2026 Emotion and Intention Guided Multi-Modal Learning for Sticker Response Selection AAAI 2026 Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale Verifier AAAI 2026 Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion EACL 2026 Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning ACL 2026 Empowering Semantic-Sensitive Underwater Image Enhancement with VLM AAAI 2026