Foundation Models

Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation AAAI 2025 VGGSounder: Audio-Visual Evaluations for Foundation Models ICCV 2025 ViPOcc: Leveraging Visual Priors from Vision Foundation Models for Single-View 3D Occupancy Prediction AAAI 2025 Visual Consensus Prompting for Co-Salient Object Detection CVPR 2025 VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation EMNLP 2025 VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models CVPR 2025 Zero-shot capability of 2D SAM-family models for bone segmentation in CT scans MIDL 2025 3D-LFM: Lifting Foundation Model CVPR 2024 4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities NeurIPS 2024 Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NeurIPS 2024 Alpha-CLIP: A CLIP Model Focusing on Wherever You Want CVPR 2024 AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One CVPR 2024 A Pedestrian is Worth One Prompt: Towards Language Guidance Person Re-Identification CVPR 2024 Are Natural Domain Foundation Models Useful for Medical Image Classification? WACV 2024 A Simple yet Universal Framework for Depth Completion NeurIPS 2024 A Survey on Efficient Federated Learning Methods for Foundation Model Training IJCAI 2024 A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NeurIPS 2024 Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations Interspeech 2024 Back to 3D: Few-Shot 3D Keypoint Detection with Back-Projected 2D Features CVPR 2024 Bench2Drive: Towards Multi-Ability Benchmarking of Closed-Loop End-To-End Autonomous Driving NeurIPS 2024 Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales NeurIPS 2024 BioCLIP: A Vision Foundation Model for the Tree of Life CVPR 2024 BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024 Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NeurIPS 2024 Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NeurIPS 2024