Multimodal Learning

AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research AAAI 2026 Automated Unified Reasoning with Vision-Language Models for Multi-modal Burn Assessment AAAI 2026 Automatic Funny Scene Extraction from Long-form Cinematic Videos AAAI 2026 AutoTraces: Autoregressive Trajectory Forecasting via Multimodal Large Language Models CVPR 2026 AuViRe: Audio-visual Speech Representation Reconstruction for Deepfake Temporal Localization WACV 2026 AVATAR: Reinforcement Learning to See, Hear, and Reason Over Video CVPR 2026 AV-Dialog: Spoken Dialogue Models with Audio-Visual Input ACL 2026 AV-Edit: Multimodal Generative Sound Effect Editing via Audio-Visual Semantic Joint Control AAAI 2026 AV-Reasoner: Improving and Benchmarking Clue-Grounded Audio-Visual Counting for MLLMs CVPR 2026 A-V Representation Learning via Audio Shift Prediction for Multimodal Deepfake Detection and Temporal Localization WACV 2026 AV-SSAN: Audio-Visual Selective DOA Estimation Through Explicit Multi-Band Semantic-Spatial Alignment AAAI 2026 Aware Distillation for Robust Vision-Language Tracking Under Linguistic Sparsity AAAI 2026 AXON: Action Characterization Through Cross-Modal Knowledge Distillation for Neurodiverse Individuals AAAI 2026 BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation ACL 2026 BabyVLM-V2: Toward Developmentally Grounded Pretraining and Benchmarking of Vision Foundation Models CVPR 2026 Backdoor Attacks on Open Vocabulary Object Detectors via Multi-Modal Prompt Tuning AAAI 2026 Balancing Multimodal Domain Generalization via Gradient Modulation and Projection AAAI 2026 Balancing Signal and Variance: Adaptive Offline RL Post-Training for VLA Flow Models AAAI 2026 BanglaProtha: Evaluating Vision Language Models in Underrepresented Long-tail Cultural Contexts WACV 2026 Bayesian Adaptation Gym: A Benchmark for the Bayesian Low-Rank Adaptation of Multi-Modal Language Models UAI 2026 BayesVQA: Energy-Guided Bayesian Debiasing for Language-Bias-Robust Visual Question Answering AAAI 2026 b-CLIP: Text-Conditioned Contrastive Learning for Multi-Granular Vision-Language Alignment CVPR 2026 Being Positive about Negative Queries: Exclusion Aware Multimodal Retrieval using Disentangled Representations WACV 2026 Benchmarking and Mitigating the Impact of Noisy User Prompts in Medical VLMs via Cross-Modal Reflection EACL 2026 Benchmarking Deflection and Hallucination in Large Vision-Language Models ACL 2026