{"total":37,"rows":[{"id":"2312.02145","title":"Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation","created":"2023-12-04","cited_by_count":327,"area":"diffusion"},{"id":"2403.12013","title":"GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image","created":"2024-03-18","cited_by_count":286,"area":"diffusion"},{"id":"2409.18124","title":"Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction","created":"2024-09-26","cited_by_count":166,"area":"diffusion"},{"id":"2411.18673","title":"AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers","created":"2024-11-27","cited_by_count":154,"area":"diffusion"},{"id":"2406.01493","title":"Learning Temporally Consistent Video Depth from Video Diffusion Priors","created":"2024-06-03","cited_by_count":100,"area":"diffusion"},{"id":"2409.11355","title":"Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think","created":"2024-09-17","cited_by_count":83,"area":"diffusion"},{"id":"2505.09358","title":"Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis","created":"2025-05-14","cited_by_count":78,"area":"diffusion"},{"id":"2403.13788","title":"DepthFM: Fast Monocular Depth Estimation with Flow Matching","created":"2024-03-20","cited_by_count":76,"area":"diffusion"},{"id":"2410.10815","title":"Depth Any Video with Scalable Synthetic Data","created":"2024-10-14","cited_by_count":57,"area":"diffusion"},{"id":"2510.07316","title":"Pixel-Perfect Depth with Semantics-Prompted Diffusion Transformers","created":"2025-10-08","cited_by_count":51,"area":"diffusion"},{"id":"2409.07447","title":"StereoCrafter: Diffusion-based Generation of Long and High-fidelity Stereoscopic 3D from Monocular Videos","created":"2024-09-11","cited_by_count":37,"area":"diffusion"},{"id":"2504.01016","title":"GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors","created":"2025-04-01","cited_by_count":37,"area":"diffusion"},{"id":"2411.16157","title":"MVGenMaster: Scaling Multi-View Generation from Any Image via 3D Priors Enhanced Diffusion Model","created":"2024-11-25","cited_by_count":32,"area":"diffusion"},{"id":"2310.03420","title":"FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators","created":"2023-10-05","cited_by_count":31,"area":"diffusion"},{"id":"2312.13252","title":"Zero-Shot Metric Depth with a Field-of-View Conditioned Diffusion Model","created":"2023-12-20","cited_by_count":29,"area":"diffusion"},{"id":"2407.16698","title":"Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions","created":"2024-07-23","cited_by_count":29,"area":"diffusion"},{"id":"2506.02221","title":"Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment","created":"2025-06-02","cited_by_count":29,"area":"diffusion"},{"id":"2411.18229","title":"SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation","created":"2024-11-27","cited_by_count":21,"area":"diffusion"},{"id":"2501.02576","title":"DepthMaster: Taming Diffusion Models for Monocular Depth Estimation","created":"2025-01-05","cited_by_count":19,"area":"diffusion"},{"id":"2505.11992","title":"SpatialCrafter: Unleashing the Imagination of Video Diffusion Models for Scene Reconstruction from Limited Observations","created":"2025-05-17","cited_by_count":16,"area":"diffusion"},{"id":"2409.09144","title":"PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage","created":"2024-09-13","cited_by_count":12,"area":"diffusion"},{"id":"2405.15619","title":"DiffCalib: Reformulating Monocular Camera Calibration as Diffusion-Based Dense Incident Map Generation","created":"2024-05-24","cited_by_count":9,"area":"diffusion"},{"id":"2505.24521","title":"UniGeo: Taming Video Diffusion for Unified Consistent Geometry Estimation","created":"2025-05-30","cited_by_count":9,"area":"diffusion"},{"id":"2411.17240","title":"Boost 3D Reconstruction using Diffusion-based Monocular Camera Calibration","created":"2024-11-26","cited_by_count":8,"area":"diffusion"},{"id":"2409.09896","title":"GRIN: Zero-Shot Metric Depth with Pixel-Level Diffusion","created":"2024-09-15","cited_by_count":6,"area":"diffusion"},{"id":"2502.06338","title":"Zero-shot Depth Completion via Test-time Alignment with Affine-invariant Depth Prior","created":"2025-02-10","cited_by_count":6,"area":"diffusion"},{"id":"2506.20756","title":"StereoDiff: Stereo-Diffusion Synergy for Video Depth Estimation","created":"2025-06-25","cited_by_count":6,"area":"diffusion"},{"id":"2409.15010","title":"DepthART: Monocular Depth Estimation as Autoregressive Refinement Task","created":"2024-09-23","cited_by_count":4,"area":"diffusion"},{"id":"2508.13091","title":"DMS:Diffusion-Based Multi-Baseline Stereo Generation for Improving Self-Supervised Depth Estimation","created":"2025-08-18","cited_by_count":3,"area":"diffusion"},{"id":"2603.14965","title":"GeoNVS: Geometry Grounded Video Diffusion for Novel View Synthesis","created":"2026-03-16","cited_by_count":3,"area":"diffusion"},{"id":"2505.23085","title":"GeoMan: Temporally Consistent Human Geometry Estimation using Image-to-Video Diffusion","created":"2025-05-29","cited_by_count":2,"area":"diffusion"},{"id":"2510.20726","title":"AutoScape: Geometry-Consistent Long-Horizon Scene Generation","created":"2025-10-23","cited_by_count":2,"area":"diffusion"},{"id":"2603.16340","title":"Iris: Bringing Real-World Priors into Diffusion Model for Monocular Depth Estimation","created":"2026-03-17","cited_by_count":1,"area":"diffusion"},{"id":"2609.10322","title":"Geometry Without Coordinates: LiDAR Diffusion as a 3D Feature Bridge","created":"2026-09-09","cited_by_count":1,"area":"diffusion"},{"id":"2411.10886","title":"MetricGold: Leveraging Text-To-Image Latent Diffusion Models for Metric Depth Estimation","created":"2024-11-16","cited_by_count":0,"area":"diffusion"},{"id":"2510.18291","title":"GeoDiff: Geometry-Guided Diffusion for Metric Depth Estimation","created":"2025-10-21","cited_by_count":0,"area":"diffusion"},{"id":"2605.31466","title":"VolFill: Single-View Amodal 3D Scene Reconstruction with Volumetric Flow Matching","created":"2026-05-29","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}