multimodal foundation model

CLEP: Contrastive Language-Pose Pretraining CVPR 2026 Dynamic Token Reweighting for Robust Vision-Language Models CVPR 2026 From Bits to Tokens: Knowledge-Driven Generative Communication of Multimodal Data NSDI 2026 Learning to Tell Apart: Weakly Supervised Video Anomaly Detection via Disentangled Semantic Alignment AAAI 2026 MoD-DPO: Towards Mitigating Cross-modal Hallucinations in Omni LLMs using Modality Decoupled Preference Optimization CVPR 2026 RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification ACL 2026 Scaling Spatial Intelligence with Multimodal Foundation Models CVPR 2026 SoundBreak: A Systematic Study of Audio-Only Adversarial Attacks on Trimodal Models ACL 2026 AIpparel: A Multimodal Foundation Model for Digital Garments CVPR 2025 Can Multimodal Foundation Models Help Analyze Child-Inclusive Autism Diagnostic Videos? Interspeech 2025 Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025 Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025 CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology CVPR 2025 How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations NAACL 2025 MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models ICLR 2025 OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025 Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models ICLR 2025 SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models ICML 2025 Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning ACL 2025 Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding NAACL 2025 TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models ICLR 2025 Towards Source Attribution of Singing Voice Deepfake with Multimodal Foundation Models Interspeech 2025 Biomedical Visual Instruction Tuning with Clinician Preference Alignment NeurIPS 2024 Emu: Generative Pretraining in Multimodality ICLR 2024 Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles From Driving Scenes WACV 2024