Foundation Models

OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation CVPR 2026 OmniVGGT: Omni-Modality Driven Visual Geometry Grounded Transformer CVPR 2026 One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026 Online3R: Online Learning for Consistent Sequential Reconstruction Based on Geometry Foundation Model CVPR 2026 OPFormer: Object Pose Estimation Leveraging Foundation Model with Geometric Encoding WACV 2026 PhysInOne: Visual Physics Learning and Reasoning in One Suite CVPR 2026 PointWorld: Scaling 3D World Models for In-The-Wild Robotic Manipulation CVPR 2026 POWSM: A Phonetic Open Whisper-Style Speech Foundation Model ACL 2026 Probing and Bridging Geometry-Interaction Cues for Affordance Reasoning in Vision Foundation Models CVPR 2026 PromptStereo: Zero-Shot Stereo Matching via Structure and Motion Prompts CVPR 2026 RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark CVPR 2026 Revisiting 2D Foundation Models for Scalable 3D Medical Image Classification CVPR 2026 Revisiting foundation models for cell instance segmentation MIDL 2026 Revisiting Model Stitching In the Foundation Model Era CVPR 2026 RoSAMDepth: Robust Self-supervised Depth Estimation Leveraging Segment Anything Model CVPR 2026 Scalable Detection of Undiagnosed ILD in Population Screening: A Multi-Cohort Study using 3D Foundation Models MIDL 2026 Scaling Parallel Sequence Models to Vision Foundation Models CVPR 2026 SegMoTE: Token-Level Mixture of Experts for Medical Image Segmentation CVPR 2026 SoccerMaster: A Vision Foundation Model for Soccer Understanding CVPR 2026 StainNet: Scaling Self-Supervised Foundation Models on Immunohistochemistry and Special Stains for Computational Pathology MIDL 2026 TALO: Pushing 3D Vision Foundation Models Towards Globally Consistent Online Reconstruction CVPR 2026 TAP-CT: 3D Task-Agnostic Pretraining of Computed Tomography Foundation Models MIDL 2026 Tell2Adapt: A Unified Framework for Source Free Unsupervised Domain Adaptation via Vision Foundation Model CVPR 2026 TESSERA: Temporal Embeddings of Surface Spectra for Earth Representation and Analysis CVPR 2026 TF-SSD: A Strong Pipeline via Synergic Mask Filter for Training-free Co-salient Object Detection CVPR 2026