Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 59 inbound Pith citation observations for arXiv:2409.18124.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:35:23.510421Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T01:46:41.338329Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation ea05b4f9-d52e-4250-b9bc-72f41611cb75 · inbound
Bridging the Skeleton-Text Modality Gap: Diffusion-Powered Modality Alignment for Zero-shot Skeleton-based Action Recognition Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be3c4eb4-4b42-4f73-95d1-46d8b8e92275 · inbound
C-DiffSET: Leveraging Latent Diffusion for SAR-to-EO Image Translation with Confidence-Guided Reliable Object Generation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 221dd6ea-73dd-41d7-8f11-64533b5411d6 · inbound
CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b02d17b-0e95-4da9-aa2b-5900149ae4f9 · inbound
Buffer Anytime: Zero-Shot Video Depth and Normal from Image Priors Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98e4ec60-5331-4b11-aa00-022c44bd9384 · inbound
DROID-Splat: Combining end-to-end SLAM with 3D Gaussian Splatting Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 836fb508-6a0d-4ff3-8a7f-c24e733bc8cb · inbound
SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 862a587c-9c33-450c-b771-d1576e9dc811 · inbound
Video Depth without Video Models Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb6bbb50-d62b-4856-8fb8-b2425b000d3b · inbound
FiffDepth: Feed-forward Transformation of Diffusion-Based Generators for Detailed Depth Estimation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbc17bfc-b546-4d0b-a1c0-c7a01aaaa44f · inbound
Align3R: Aligned Monocular Depth Estimation for Dynamic Videos Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1c2f536-f5bd-425c-8e7e-12b8011e5074 · inbound
How to Spin an Object: First, Get the Shape Right Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7a2760fe-8600-42b9-ac77-13dd013e333b · inbound
EnvGS: Modeling View-Dependent Appearance with Environment Gaussian Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40e4a3eb-de97-4637-83ba-0b51d4943c4e · inbound
Detail-Preserving Latent Diffusion for Stable Shadow Removal Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3e44472-b897-4049-af84-874aee2344eb · inbound
DepthMaster: Taming Diffusion Models for Monocular Depth Estimation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3b0a4cdd-7e3a-4945-852c-cf785ee4056f · inbound
TransPixeler: Advancing Text-to-Video Generation with Transparency Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb0743c8-e6aa-4979-b7b3-16d8b9fb7c90 · inbound
Orchid: Image Latent Diffusion for Joint Appearance and Geometry Generation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 546d5089-38df-4a4a-9964-2d8508b8266c · inbound
The Fourth Monocular Depth Estimation Challenge Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dfbc172-a0a2-4479-b6fe-f3a31626b9dd · inbound
Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78c0e7fe-87c1-417d-a699-88a2914654fe · inbound
Repurposing Marigold for Zero-Shot Metric Depth Estimation via Defocus Blur Cues Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 663a2a6a-235d-4991-940a-4d980609598d · inbound
Advancing high-fidelity 3D and Texture Generation with 2.5D latents Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 180f7715-6b33-47ed-a81d-1f40606278b3 · inbound
GeoMan: Temporally Consistent Human Geometry Estimation using Image-to-Video Diffusion Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94a7e30f-87e0-42a1-ae32-e8c86c1f456c · inbound
E3D-Bench: A Benchmark for End-to-End 3D Geometric Foundation Models Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 116
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30127671-5022-4262-aebe-6db07d384c1d · inbound
Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab7224a7-6421-4a1f-8a7a-485117895efb · inbound
Aerial Multi-View Stereo via Adaptive Depth Range Inference and Normal Cues Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 975a96a4-5035-4f4a-b262-3b421c5bad19 · inbound
NTIRE 2025 Challenge on HR Depth from Images of Specular and Transparent Surfaces Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f964329c-5f30-4c3a-b325-0b2b08ec8436 · inbound
DreamCube: 3D Panorama Generation via Multi-plane Synchronization Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fe94305-14dd-46a3-af12-4cd0ecbc02c2 · inbound
DidSee: Diffusion-Based Depth Completion for Material-Agnostic Robotic Perception and Manipulation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79f90f1d-71c7-49ac-a5fc-81842e49e766 · inbound
FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdc63428-b18b-46ee-8907-2e5fb4a18f28 · inbound
Depth Anything at Any Condition Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77d1c9a8-c3b2-400f-8b7d-474a01b13429 · inbound
Region-aware Depth Scale Adaptation with Sparse Measurements Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14e7924d-0ebf-4ea3-9a6b-20e8df6ad62f · inbound
BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba09153c-562b-4969-996b-e4f2244aee5f · inbound
Ouroboros: Single-step Diffusion Models for Cycle-consistent Forward and Inverse Rendering Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 294bfb0b-98c4-4ebd-8b6c-fbc5cdbb8e2b · inbound
Doctoral Thesis: Geometric Deep Learning For Camera Pose Prediction, Registration, Depth Estimation, and 3D Reconstruction Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 80
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6328953-5fee-41c0-98a7-e3c8ab8b4e7d · inbound
LuxDiT: Lighting Estimation with Video Diffusion Transformer Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f68478f4-e7fa-4ae7-bab9-8b4252ec8047 · inbound
Lotus-2: Advancing Geometric Dense Prediction with Powerful Image Generative Model Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eb722850-cfb4-4e3c-b4d5-a36b1b4bb884 · inbound
Rolling Sink: Bridging Limited-Horizon Training and Open-Ended Testing in Autoregressive Video Diffusion Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ffc36240-4368-4101-8a46-59ca50366012 · inbound
Need for Speed: Zero-Shot Depth Completion with Single-Step Diffusion Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bdb528e6-dcb0-47c9-9391-642d56f8b5ab · inbound
CDPR: Cross-modal Diffusion with Polarization for Reliable Monocular Depth Estimation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 19c2f7bb-5f14-4fe3-a243-0a609848c9d3 · inbound
Image Generators are Generalist Vision Learners Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c3ca5f94-5074-4341-a1f6-eac5360915a1 · inbound
Image Generators are Generalist Vision Learners Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 984b9857-8b68-48f0-b7d0-c9c3f276538b · inbound
Diffusion Model as a Generalist Segmentation Learner Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 34dab2b2-aebd-4957-b7ff-8de55250ca12 · inbound
UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9e391fed-6492-4c83-bc20-d323d8418c98 · inbound
Open-Source Image Editing Models Are Zero-Shot Vision Learners Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5d512a63-0a03-4fbb-8260-81e1ebcd0fed · inbound
The Midas Touch for Metric Depth Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2ef2ae40-775a-43ca-88b9-56981f96d256 · inbound
TrackCraft3R: Repurposing Video Diffusion Transformers for Dense 3D Tracking Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5388f600-5adf-4376-8323-96fff5808f5e · inbound
Towards Consistent Video Geometry Estimation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 138a33bc-af3e-49a0-8eeb-0157f0167613 · inbound
Towards Consistent Video Geometry Estimation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06a8dbd4-bdf2-4305-98f9-52cfd303c153 · inbound
VolFill: Single-View Amodal 3D Scene Reconstruction with Volumetric Flow Matching Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2a5beb73-fb6e-4cf8-8a6e-98a4b7f00b1c · inbound
Modality Forcing for Scalable Spatial Generation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2c8e649b-a637-4684-9505-38e6a5c8d5d4 · inbound
Error-Conditioned Neural Solvers Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ea5f76b0-e70c-4938-ac22-6c5dfd6195c6 · inbound
AerialMetric: Benchmarking and Adapting UAV Monocular Metric Depth Estimation in the Real World Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a63d663f-1557-4972-bcf7-cea9189a86b0 · inbound
AerialMetric: Benchmarking and Adapting UAV Monocular Metric Depth Estimation in the Real World Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04c684d3-ce77-409f-8447-a0d5569cd751 · inbound
UniGP: Taming Diffusion Transformer for Prior-Preserved Unified Generation and Perception Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation effedd29-3a4e-43dd-987b-60c71bad0d7b · inbound
MUSE: Unlocking Timestep as Native Task Steering for One-Step Dense Prediction Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 52100c7d-e22b-4f21-9aa9-eea9dc924f47 · inbound
PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7e5b9e9e-a18d-45ad-89b9-f08657697c4a · inbound
ZipDepth: Bringing Lightweight Zero-Shot Monocular Depth Anywhere, on Any Device Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 070102a5-a4ce-40e2-b2db-c17c74c887ee · inbound
X-Lens: Real-Time Metric Depth Estimation with Heterogeneous Cameras Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2da0bb54-fc9c-4a91-91db-cdad257ee101 · inbound
RoughNet: Mapping Arctic Sea Ice Roughness Using Diffusion-Based Super-Resolution of Satellite Imagery Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7240dba7-4645-4e9e-b0f1-3261910edd03 · inbound
Unified Video Dense Prediction from Disjoint Data Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81cb6fef-adbb-4bea-986f-f2a1128c0060 · inbound
WildShadowRemover: In-the-Wild Video Shadow Removal via Detail-Preserving Video Diffusion Models Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
Reference 110
Source-reported events for the cited work
Unavailable: canonical work link unavailable.