{"total":81,"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":"2310.02601","title":"MagicDrive: Street View Generation with Diverse 3D Geometry Control","created":"2023-10-04","cited_by_count":252,"area":"diffusion"},{"id":"2310.10647","title":"A Survey on Video Diffusion Models","created":"2023-10-16","cited_by_count":206,"area":"diffusion"},{"id":"2406.16864","title":"StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal","created":"2024-06-24","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":"2403.13788","title":"DepthFM: Fast Monocular Depth Estimation with Flow Matching","created":"2024-03-20","cited_by_count":76,"area":"diffusion"},{"id":"2306.04607","title":"GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation","created":"2023-06-07","cited_by_count":56,"area":"diffusion"},{"id":"2404.11613","title":"InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior","created":"2024-04-17","cited_by_count":56,"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":"2412.13389","title":"Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion","created":"2024-12-18","cited_by_count":50,"area":"diffusion"},{"id":"2305.06908","title":"CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model","created":"2023-05-11","cited_by_count":45,"area":"diffusion"},{"id":"2403.18807","title":"ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation","created":"2024-03-27","cited_by_count":45,"area":"diffusion"},{"id":"2310.07972","title":"Interpretable Diffusion via Information Decomposition","created":"2023-10-12","cited_by_count":37,"area":"diffusion"},{"id":"2408.12957","title":"Image Segmentation in Foundation Model Era: A Survey","created":"2024-08-23","cited_by_count":35,"area":"diffusion"},{"id":"2307.16579","title":"Contrastive Conditional Latent Diffusion for Audio-visual Segmentation","created":"2023-07-31","cited_by_count":31,"area":"diffusion"},{"id":"2312.12425","title":"SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process","created":"2023-12-19","cited_by_count":29,"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":"2308.00303","title":"Diffusion Model for Camouflaged Object Detection","created":"2023-08-01","cited_by_count":27,"area":"diffusion"},{"id":"2410.03558","title":"Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features","created":"2024-10-04","cited_by_count":25,"area":"diffusion"},{"id":"2308.13767","title":"DiffI2I: Efficient Diffusion Model for Image-to-Image Translation","created":"2023-08-26","cited_by_count":24,"area":"diffusion"},{"id":"2305.19094","title":"Diffusion Model for Dense Matching","created":"2023-05-30","cited_by_count":21,"area":"diffusion"},{"id":"2503.15905","title":"Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation","created":"2025-03-20","cited_by_count":21,"area":"diffusion"},{"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":"2501.02576","title":"DepthMaster: Taming Diffusion Models for Monocular Depth Estimation","created":"2025-01-05","cited_by_count":19,"area":"diffusion"},{"id":"2401.10227","title":"A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting","created":"2024-01-18","cited_by_count":18,"area":"diffusion"},{"id":"2501.13087","title":"Orchid: Image Latent Diffusion for Joint Appearance and Geometry Generation","created":"2025-01-22","cited_by_count":17,"area":"diffusion"},{"id":"2311.16565","title":"DiffusionTalker: Personalization and Acceleration for Speech-Driven 3D Face Diffuser","created":"2023-11-28","cited_by_count":16,"area":"diffusion"},{"id":"2411.08034","title":"Scaling Properties of Diffusion Models for Perceptual Tasks","created":"2024-11-12","cited_by_count":15,"area":"diffusion"},{"id":"2311.07198","title":"MonoDiffusion: Self-Supervised Monocular Depth Estimation Using Diffusion Model","created":"2023-11-13","cited_by_count":13,"area":"diffusion"},{"id":"2312.14733","title":"Harnessing Diffusion Models for Visual Perception with Meta Prompts","created":"2023-12-22","cited_by_count":13,"area":"diffusion"},{"id":"2312.00210","title":"DREAM: Diffusion Rectification and Estimation-Adaptive Models","created":"2023-11-30","cited_by_count":12,"area":"diffusion"},{"id":"2407.13642","title":"Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models","created":"2024-07-18","cited_by_count":12,"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":"2407.10937","title":"IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation","created":"2024-07-15","cited_by_count":11,"area":"diffusion"},{"id":"2410.04738","title":"Diffusion Models in 3D Vision: A Survey","created":"2024-10-07","cited_by_count":11,"area":"diffusion"},{"id":"2409.03209","title":"iSeg: An Iterative Refinement-based Framework for Training-free Segmentation","created":"2024-09-05","cited_by_count":10,"area":"diffusion"},{"id":"2403.11985","title":"SceneSense: Diffusion Models for 3D Occupancy Synthesis from Partial Observation","created":"2024-03-18","cited_by_count":8,"area":"diffusion"},{"id":"2410.10105","title":"High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity","created":"2024-10-14","cited_by_count":7,"area":"diffusion"},{"id":"2503.12779","title":"TransDiff: Diffusion-Based Method for Manipulating Transparent Objects Using a Single RGB-D Image","created":"2025-03-17","cited_by_count":7,"area":"diffusion"},{"id":"2408.11785","title":"Timeline and Boundary Guided Diffusion Network for Video Shadow Detection","created":"2024-08-21","cited_by_count":6,"area":"diffusion"},{"id":"2409.07238","title":"Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning","created":"2024-09-11","cited_by_count":6,"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":"2409.19592","title":"DiffCP: Ultra-Low Bit Collaborative Perception via Diffusion Model","created":"2024-09-29","cited_by_count":6,"area":"diffusion"},{"id":"2309.02049","title":"Diffusion-based 3D Object Detection with Random Boxes","created":"2023-09-05","cited_by_count":5,"area":"diffusion"},{"id":"2409.07307","title":"Data Augmentation via Latent Diffusion for Saliency Prediction","created":"2024-09-11","cited_by_count":5,"area":"diffusion"},{"id":"2410.03080","title":"Generative Edge Detection with Stable Diffusion","created":"2024-10-04","cited_by_count":5,"area":"diffusion"},{"id":"2507.19808","title":"SeeDiff: Off-the-Shelf Seeded Mask Generation from Diffusion Models","created":"2025-07-26","cited_by_count":5,"area":"diffusion"},{"id":"2401.16459","title":"Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors","created":"2024-01-29","cited_by_count":4,"area":"diffusion"},{"id":"2411.05005","title":"Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models","created":"2024-11-07","cited_by_count":4,"area":"diffusion"},{"id":"2504.03738","title":"Attention in Diffusion Model: A Survey","created":"2025-04-01","cited_by_count":4,"area":"diffusion"},{"id":"2508.00443","title":"SDMatte: Grafting Diffusion Models for Interactive Matting","created":"2025-08-01","cited_by_count":4,"area":"diffusion"},{"id":"2509.15220","title":"Lightweight and Accurate Multi-View Stereo with Confidence-Aware Diffusion Model","created":"2025-09-18","cited_by_count":4,"area":"diffusion"},{"id":"2510.04712","title":"ReactDiff: Fundamental Multiple Appropriate Facial Reaction Diffusion Model","created":"2025-10-06","cited_by_count":4,"area":"diffusion"},{"id":"2404.07600","title":"Implicit and Explicit Language Guidance for Diffusion-based Visual Perception","created":"2024-04-11","cited_by_count":3,"area":"diffusion"},{"id":"2503.12507","title":"Segment Any-Quality Images with Generative Latent Space Enhancement","created":"2025-03-16","cited_by_count":3,"area":"diffusion"},{"id":"2310.16349","title":"DiffRef3D: A Diffusion-based Proposal Refinement Framework for 3D Object Detection","created":"2023-10-25","cited_by_count":2,"area":"diffusion"},{"id":"2311.13535","title":"DiffusionMat: Alpha Matting as Sequential Refinement Learning","created":"2023-11-22","cited_by_count":2,"area":"diffusion"},{"id":"2403.11077","title":"Zippo: Zipping Color and Transparency Distributions into a Single Diffusion Model","created":"2024-03-17","cited_by_count":2,"area":"diffusion"},{"id":"2407.19244","title":"Radio Frequency Signal based Human Silhouette Segmentation: A Sequential Diffusion Approach","created":"2024-07-27","cited_by_count":2,"area":"diffusion"},{"id":"2408.13395","title":"Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing","created":"2024-08-23","cited_by_count":2,"area":"diffusion"},{"id":"2503.18393","title":"PDDM: Pseudo Depth Diffusion Model for RGB-PD Semantic Segmentation Based in Complex Indoor Scenes","created":"2025-03-24","cited_by_count":2,"area":"diffusion"},{"id":"2504.17253","title":"DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks","created":"2025-04-24","cited_by_count":2,"area":"diffusion"},{"id":"2507.01603","title":"DepthSync: Diffusion Guidance-Based Depth Synchronization for Scale- and Geometry-Consistent Video Depth Estimation","created":"2025-07-02","cited_by_count":2,"area":"diffusion"},{"id":"2507.01573","title":"A Gift from the Integration of Discriminative and Diffusion-based Generative Learning: Boundary Refinement Remote Sensing Semantic Segmentation","created":"2025-07-02","cited_by_count":1,"area":"diffusion"},{"id":"2507.14833","title":"Paired Image Generation with Diffusion-Guided Diffusion Models","created":"2025-07-20","cited_by_count":1,"area":"diffusion"},{"id":"2608.28549","title":"Video Generative Models as Geometry Learner","created":"2026-08-28","cited_by_count":1,"area":"diffusion"},{"id":"2409.06183","title":"EDADepth: Enhanced Data Augmentation for Monocular Depth Estimation","created":"2024-09-10","cited_by_count":0,"area":"diffusion"},{"id":"2503.00726","title":"Enhancing Monocular 3D Scene Completion with Diffusion Model","created":"2025-03-02","cited_by_count":0,"area":"diffusion"},{"id":"2505.06761","title":"Learning Graph Representation of Agent Diffusers","created":"2025-05-10","cited_by_count":0,"area":"diffusion"},{"id":"2506.22509","title":"FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment","created":"2025-06-26","cited_by_count":0,"area":"diffusion"},{"id":"2508.06032","title":"Learning 3D Texture-Aware Representations for Parsing Diverse Human Clothing and Body Parts","created":"2025-08-08","cited_by_count":0,"area":"diffusion"},{"id":"2508.06101","title":"UGD-IML: A Unified Generative Diffusion-based Framework for Constrained and Unconstrained Image Manipulation Localization","created":"2025-08-08","cited_by_count":0,"area":"diffusion"},{"id":"2508.10382","title":"Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models","created":"2025-08-14","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":"2510.22236","title":"DiffusionLane: Diffusion Model for Lane Detection","created":"2025-10-25","cited_by_count":0,"area":"diffusion"},{"id":"2512.23210","title":"Task-oriented Learnable Diffusion Timesteps for Universal Few-shot Learning of Dense Tasks","created":"2025-12-29","cited_by_count":0,"area":"diffusion"},{"id":"2603.19218","title":"Rethinking Vector Field Learning for Generative Segmentation","created":"2026-03-19","cited_by_count":0,"area":"diffusion"},{"id":"2606.22931","title":"BEV-Denoise: Learning Intrinsic Noise for Accurate Bird's-Eye-View Semantic Segmentation","created":"2026-06-22","cited_by_count":0,"area":"diffusion"},{"id":"2606.30370","title":"MUSE: Unlocking Timestep as Native Task Steering for One-Step Dense Prediction","created":"2026-06-29","cited_by_count":0,"area":"diffusion"},{"id":"2607.10140","title":"FlowPainter: Inpainting Optical Flow via Confidence-Guided Completion","created":"2026-07-11","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}