{"total":136,"rows":[{"id":"2312.14132","title":"DUSt3R: Geometric 3D Vision Made Easy","created":"2023-12-21","cited_by_count":1567,"area":null},{"id":"2211.13202","title":"Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation","created":"2022-11-23","cited_by_count":100,"area":null},{"id":"2304.13030","title":"CompletionFormer: Depth Completion with Convolutions and Vision Transformers","created":"2023-04-25","cited_by_count":93,"area":null},{"id":"2308.09711","title":"Robust Monocular Depth Estimation under Challenging Conditions","created":"2023-08-18","cited_by_count":58,"area":null},{"id":"2310.15171","title":"RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions","created":"2023-10-23","cited_by_count":49,"area":null},{"id":"2412.04472","title":"Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail","created":"2024-12-05","cited_by_count":47,"area":null},{"id":"2307.08357","title":"Self-supervised Monocular Depth Estimation: Let's Talk About The Weather","created":"2023-07-17","cited_by_count":34,"area":null},{"id":"2307.15052","title":"Learning Depth Estimation for Transparent and Mirror Surfaces","created":"2023-07-27","cited_by_count":34,"area":null},{"id":"2404.03635","title":"WorDepth: Variational Language Prior for Monocular Depth Estimation","created":"2024-04-04","cited_by_count":34,"area":null},{"id":"2412.09072","title":"Cross-View Completion Models are Zero-shot Correspondence Estimators","created":"2024-12-12","cited_by_count":30,"area":null},{"id":"2407.16698","title":"Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions","created":"2024-07-23","cited_by_count":29,"area":"diffusion"},{"id":"2503.20211","title":"Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors","created":"2025-03-26","cited_by_count":22,"area":null},{"id":"2307.10713","title":"Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV","created":"2023-07-20","cited_by_count":21,"area":null},{"id":"2309.00526","title":"SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation","created":"2023-09-01","cited_by_count":21,"area":null},{"id":"2410.02924","title":"RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions","created":"2024-10-03","cited_by_count":21,"area":null},{"id":"2503.15905","title":"Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation","created":"2025-03-20","cited_by_count":21,"area":"diffusion"},{"id":"2303.03315","title":"MACARONS: Mapping And Coverage Anticipation with RGB Online Self-Supervision","created":"2023-03-06","cited_by_count":19,"area":null},{"id":"2404.09831","title":"Digging into contrastive learning for robust depth estimation with diffusion models","created":"2024-04-15","cited_by_count":19,"area":"diffusion"},{"id":"2304.03369","title":"EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation","created":"2023-04-06","cited_by_count":16,"area":null},{"id":"2310.05556","title":"WeatherDepth: Curriculum Contrastive Learning for Self-Supervised Depth Estimation under Adverse Weather Conditions","created":"2023-10-09","cited_by_count":15,"area":null},{"id":"2310.09739","title":"AugUndo: Scaling Up Augmentations for Monocular Depth Completion and Estimation","created":"2023-10-15","cited_by_count":15,"area":null},{"id":"2509.15224","title":"Depth AnyEvent: A Cross-Modal Distillation Paradigm for Event-Based Monocular Depth Estimation","created":"2025-09-18","cited_by_count":15,"area":null},{"id":"2212.02791","title":"Event-based Monocular Dense Depth Estimation with Recurrent Transformers","created":"2022-12-06","cited_by_count":14,"area":null},{"id":"2308.05605","title":"Self-Supervised Monocular Depth Estimation by Direction-aware Cumulative Convolution Network","created":"2023-08-10","cited_by_count":14,"area":null},{"id":"2507.21045","title":"Reconstructing 4D Spatial Intelligence: A Survey","created":"2025-07-28","cited_by_count":14,"area":null},{"id":"2211.12174","title":"The Monocular Depth Estimation Challenge","created":"2022-11-22","cited_by_count":13,"area":null},{"id":"2307.15061","title":"The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation","created":"2023-07-27","cited_by_count":13,"area":null},{"id":"2309.16019","title":"GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes","created":"2023-09-26","cited_by_count":13,"area":null},{"id":"2311.07198","title":"MonoDiffusion: Self-Supervised Monocular Depth Estimation Using Diffusion Model","created":"2023-11-13","cited_by_count":13,"area":"diffusion"},{"id":"2312.10118","title":"From-Ground-To-Objects: Coarse-to-Fine Self-supervised Monocular Depth Estimation of Dynamic Objects with Ground Contact Prior","created":"2023-12-15","cited_by_count":13,"area":null},{"id":"2405.16960","title":"DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation","created":"2024-05-27","cited_by_count":13,"area":null},{"id":"2304.07051","title":"The Second Monocular Depth Estimation Challenge","created":"2023-04-14","cited_by_count":12,"area":null},{"id":"2404.03658","title":"Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning","created":"2024-04-04","cited_by_count":12,"area":null},{"id":"2506.13110","title":"GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction","created":"2025-06-16","cited_by_count":11,"area":null},{"id":"2302.09789","title":"Self-Supervised Monocular Depth Estimation with Self-Reference Distillation and Disparity Offset Refinement","created":"2023-02-20","cited_by_count":10,"area":null},{"id":"2309.15275","title":"Efficient Low-rank Backpropagation for Vision Transformer Adaptation","created":"2023-09-26","cited_by_count":10,"area":null},{"id":"2404.16571","title":"MonoPCC: Photometric-invariant Cycle Constraint for Monocular Depth Estimation of Endoscopic Images","created":"2024-04-25","cited_by_count":10,"area":null},{"id":"2404.16831","title":"The Third Monocular Depth Estimation Challenge","created":"2024-04-25","cited_by_count":10,"area":null},{"id":"2407.14126","title":"Mono-ViFI: A Unified Learning Framework for Self-supervised Single- and Multi-frame Monocular Depth Estimation","created":"2024-07-19","cited_by_count":9,"area":null},{"id":"2408.01565","title":"Embodiment: Self-Supervised Depth Estimation Based on Camera Models","created":"2024-08-02","cited_by_count":9,"area":null},{"id":"2508.04928","title":"Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens","created":"2025-08-06","cited_by_count":9,"area":null},{"id":"2509.16415","title":"StereoAdapter: Adapting Stereo Depth Estimation to Underwater Scenes","created":"2025-09-19","cited_by_count":9,"area":null},{"id":"2211.02432","title":"RCDPT: Radar-Camera fusion Dense Prediction Transformer","created":"2022-11-04","cited_by_count":8,"area":null},{"id":"2404.12501","title":"SPIdepth: Strengthened Pose Information for Self-supervised Monocular Depth Estimation","created":"2024-04-18","cited_by_count":8,"area":null},{"id":"2504.17787","title":"The Fourth Monocular Depth Estimation Challenge","created":"2025-04-24","cited_by_count":8,"area":null},{"id":"2308.06072","title":"Out-of-Distribution Detection for Monocular Depth Estimation","created":"2023-08-11","cited_by_count":7,"area":null},{"id":"2403.01569","title":"Kick Back & Relax++: Scaling Beyond Ground-Truth Depth with SlowTV & CribsTV","created":"2024-03-03","cited_by_count":7,"area":null},{"id":"2403.05056","title":"Stealing Stable Diffusion Prior for Robust Monocular Depth Estimation","created":"2024-03-08","cited_by_count":7,"area":"diffusion"},{"id":"2407.04041","title":"Towards Cross-View-Consistent Self-Supervised Surround Depth Estimation","created":"2024-07-04","cited_by_count":7,"area":null},{"id":"2407.05283","title":"SCIPaD: Incorporating Spatial Clues into Unsupervised Pose-Depth Joint Learning","created":"2024-07-07","cited_by_count":7,"area":null},{"id":"2407.14979","title":"RGB2Point: 3D Point Cloud Generation from Single RGB Images","created":"2024-07-20","cited_by_count":7,"area":null},{"id":"2303.07759","title":"Adjacent-view Transformers for Supervised Surround-view Depth Estimation","created":"2023-03-14","cited_by_count":6,"area":null},{"id":"2405.18745","title":"PanoNormal: Monocular Indoor 360{\\deg} Surface Normal Estimation","created":"2024-05-29","cited_by_count":6,"area":null},{"id":"2407.09303","title":"ProDepth: Boosting Self-Supervised Multi-Frame Monocular Depth with Probabilistic Fusion","created":"2024-07-12","cited_by_count":6,"area":null},{"id":"2409.14850","title":"GroCo: Ground Constraint for Metric Self-Supervised Monocular Depth","created":"2024-09-23","cited_by_count":6,"area":null},{"id":"2502.05964","title":"Revisiting Gradient-based Uncertainty for Monocular Depth Estimation","created":"2025-02-09","cited_by_count":6,"area":null},{"id":"2505.12199","title":"Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather","created":"2025-05-18","cited_by_count":6,"area":"diffusion"},{"id":"2506.02112","title":"SAB3R: Semantic-Augmented Backbone in 3D Reconstruction","created":"2025-06-02","cited_by_count":6,"area":null},{"id":"2510.09320","title":"Hybrid-grained Feature Aggregation with Coarse-to-fine Language Guidance for Self-supervised Monocular Depth Estimation","created":"2025-10-10","cited_by_count":6,"area":null},{"id":"2310.08044","title":"EC-Depth: Exploring the consistency of self-supervised monocular depth estimation in challenging scenes","created":"2023-10-12","cited_by_count":5,"area":null},{"id":"2407.10406","title":"Towards Scale-Aware Full Surround Monodepth with Transformers","created":"2024-07-15","cited_by_count":5,"area":null},{"id":"2411.02149","title":"Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training","created":"2024-11-04","cited_by_count":5,"area":null},{"id":"2603.17840","title":"Video Understanding: From Geometry and Semantics to Unified Models","created":"2026-03-18","cited_by_count":5,"area":null},{"id":"2212.14397","title":"AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New Domains","created":"2022-12-29","cited_by_count":4,"area":null},{"id":"2301.03169","title":"A Study on the Generality of Neural Network Structures for Monocular Depth Estimation","created":"2023-01-09","cited_by_count":4,"area":null},{"id":"2404.13854","title":"Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation","created":"2024-04-22","cited_by_count":4,"area":null},{"id":"2406.04532","title":"MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation","created":"2024-06-06","cited_by_count":4,"area":"ssm"},{"id":"2406.13344","title":"WaterMono: Teacher-Guided Anomaly Masking and Enhancement Boosting for Robust Underwater Self-Supervised Monocular Depth Estimation","created":"2024-06-19","cited_by_count":4,"area":null},{"id":"2411.19717","title":"MonoPP: Metric-Scaled Self-Supervised Monocular Depth Estimation by Planar-Parallax Geometry in Automotive Applications","created":"2024-11-29","cited_by_count":4,"area":null},{"id":"2505.06905","title":"Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction","created":"2025-05-11","cited_by_count":4,"area":null},{"id":"2509.00665","title":"ER-LoRA: Effective-Rank Guided Adaptation for Weather-Generalized Depth Estimation","created":"2025-08-31","cited_by_count":4,"area":null},{"id":"2502.12994","title":"SHADeS: Self-supervised Monocular Depth Estimation Through Non-Lambertian Image Decomposition","created":"2025-02-18","cited_by_count":3,"area":null},{"id":"2507.19948","title":"UniCT Depth: Event-Image Fusion Based Monocular Depth Estimation with Convolution-Compensated ViT Dual SA Block","created":"2025-07-26","cited_by_count":3,"area":null},{"id":"2209.08747","title":"On Robust Cross-View Consistency in Self-Supervised Monocular Depth Estimation","created":"2022-09-19","cited_by_count":2,"area":null},{"id":"2212.05729","title":"ROIFormer: Semantic-Aware Region of Interest Transformer for Efficient Self-Supervised Monocular Depth Estimation","created":"2022-12-12","cited_by_count":2,"area":null},{"id":"2308.02716","title":"EndoDepthL: Lightweight Endoscopic Monocular Depth Estimation with CNN-Transformer","created":"2023-08-04","cited_by_count":2,"area":null},{"id":"2312.06021","title":"GenDepth: Generalizing Monocular Depth Estimation for Arbitrary Camera Parameters via Ground Plane Embedding","created":"2023-12-10","cited_by_count":2,"area":null},{"id":"2404.17335","title":"A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation","created":"2024-04-26","cited_by_count":2,"area":"distill"},{"id":"2407.20437","title":"BaseBoostDepth: Exploiting Larger Baselines For Self-supervised Monocular Depth Estimation","created":"2024-07-29","cited_by_count":2,"area":null},{"id":"2408.00361","title":"High-Precision Self-Supervised Monocular Depth Estimation with Rich-Resource Prior","created":"2024-08-01","cited_by_count":2,"area":null},{"id":"2409.19930","title":"EndoDepth: A Benchmark for Assessing Robustness in Endoscopic Depth Prediction","created":"2024-09-30","cited_by_count":2,"area":null},{"id":"2410.06982","title":"Structure-Centric Robust Monocular Depth Estimation via Knowledge Distillation","created":"2024-10-09","cited_by_count":2,"area":"distill"},{"id":"2412.06080","title":"GVDepth: Zero-Shot Monocular Depth Estimation for Ground Vehicles based on Probabilistic Cue Fusion","created":"2024-12-08","cited_by_count":2,"area":null},{"id":"2602.08397","title":"RealSynCol: a high-fidelity synthetic colon dataset for 3D reconstruction applications","created":"2026-02-09","cited_by_count":2,"area":null},{"id":"2305.18706","title":"HQDec: Self-Supervised Monocular Depth Estimation Based on a High-Quality Decoder","created":"2023-05-30","cited_by_count":1,"area":null},{"id":"2406.11019","title":"Self-supervised Pretraining and Finetuning for Monocular Depth and Visual Odometry","created":"2024-06-16","cited_by_count":1,"area":null},{"id":"2407.06513","title":"Computer vision tasks for intelligent aerospace missions: An overview","created":"2024-07-09","cited_by_count":1,"area":null},{"id":"2409.15006","title":"Generalizing monocular colonoscopy image depth estimation by uncertainty-based global and local fusion network","created":"2024-09-23","cited_by_count":1,"area":null},{"id":"2503.15917","title":"Learning to Efficiently Adapt Foundation Models for Self-Supervised Endoscopic 3D Scene Reconstruction from Any Cameras","created":"2025-03-20","cited_by_count":1,"area":null},{"id":"2507.20881","title":"Endoscopic Depth Estimation Based on Deep Learning: A Survey","created":"2025-07-28","cited_by_count":1,"area":null},{"id":"2508.01019","title":"3D Reconstruction via Incremental Structure From Motion","created":"2025-08-01","cited_by_count":1,"area":null},{"id":"2508.13977","title":"ROVR-Open-Dataset: A Large-Scale Depth Dataset for Autonomous Driving","created":"2025-08-19","cited_by_count":1,"area":null},{"id":"2509.15987","title":"Towards Sharper Object Boundaries in Self-Supervised Depth Estimation","created":"2025-09-19","cited_by_count":1,"area":null},{"id":"2602.11005","title":"Interpretable Vision Transformers in Monocular Depth Estimation via SVDA","created":"2026-02-11","cited_by_count":1,"area":null},{"id":"2604.22686","title":"SS3D: End2End Self-Supervised 3D from Web Videos","created":"2026-04-24","cited_by_count":1,"area":null},{"id":"2605.08320","title":"Improved monocular depth prediction using distance transform over pre-semantic contours with self-supervised neural networks","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2605.26368","title":"Unified Panoramic Geometry Estimation via Multi-View Foundation Models","created":"2026-05-25","cited_by_count":1,"area":null},{"id":"2607.08771","title":"ZipDepth: Bringing Lightweight Zero-Shot Monocular Depth Anywhere, on Any Device","created":"2026-07-09","cited_by_count":1,"area":null},{"id":"2609.08084","title":"Marigold V2: Revisiting Diffusion Transformers for Monocular Depth Estimation","created":"2026-09-08","cited_by_count":1,"area":"diffusion"},{"id":"2211.07147","title":"Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning","created":"2022-11-14","cited_by_count":0,"area":null}],"next_cursor":"100"}