Foundation Models

FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring AAAI 2025 Foundation Model Driven Appearance Extraction for Robust Multiple Object Tracking AAAI 2025 Foundation Model Ensemble for Out-of-Distribution Generalization: Predicting Lymph Node Metastasis in Early Gastric Cancer Using Whole-Slide Imaging MIDL 2025 Foundation X: Integrating Classification Localization and Segmentation through Lock-Release Pretraining Strategy for Chest X-ray Analysis WACV 2025 FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration ICCV 2025 From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration CVPR 2025 FullDiT: Video Generative Foundation Models with Multimodal Control via Full Attention ICCV 2025 Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model AAAI 2025 Generalizable Object Re-Identification via Visual In-Context Prompting ICCV 2025 Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2 JMLR 2025 GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ACL 2025 HPSv3: Towards Wide-Spectrum Human Preference Score ICCV 2025 HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models ICCV 2025 Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration CVPR 2025 Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline CVPR 2025 Is your model big enough? Training and interpreting large-scale monolingual speech foundation models Interspeech 2025 jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval EMNLP 2025 LaVin-DiT: Large Vision Diffusion Transformer CVPR 2025 Learning Beyond Still Frames: Scaling Vision-Language Models with Video ICCV 2025 Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community AAAI 2025 LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs CVPR 2025 MaskSAM: Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation ICCV 2025 MIO: A Foundation Model on Multimodal Tokens EMNLP 2025 Mitigating Overfitting During Speech Foundation Model Fine-tuning: Applications to Dysarthric Speech Detection Interspeech 2025 MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments CVPR 2025