Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2112.03126.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T14:11:54.432750Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-24T08:44:14.108282Z
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 026e5ea6-5c9f-4934-9f9e-cb3388fe8ed2 · inbound
DiFaReli++: Diffusion Face Relighting with Consistent Cast Shadows Label-Efficient Semantic Segmentation with Diffusion Models
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 04330d2f-57f1-4fe0-b2e8-b50412ef3e2a · inbound
Conditional diffusion model with spatial attention and latent embedding for medical image segmentation Label-Efficient Semantic Segmentation with Diffusion Models
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bc4db5b-28bb-4bfa-9ed3-46ec89f09d9a · inbound
gen2seg: Generative Models Enable Generalizable Instance Segmentation Label-Efficient Semantic Segmentation with Diffusion Models
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 72e20c05-4c01-4010-87e0-86d6874a4309 · inbound
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation Label-Efficient Semantic Segmentation with Diffusion Models
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e8985c9-512c-428c-93aa-bc145611396f · inbound
CA-Diff: Collaborative Anatomy Diffusion for Brain Tissue Segmentation Label-Efficient Semantic Segmentation with Diffusion Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 438a0d5c-df02-4ee0-b4b2-9f7bf426e24e · inbound
Contrastive Learning with Diffusion Features for Weakly Supervised Medical Image Segmentation Label-Efficient Semantic Segmentation with Diffusion Models
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a33835f-19c3-4a6d-b1dc-6dfd2f29a28e · inbound
Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Label-Efficient Semantic Segmentation with Diffusion Models
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e6e0f31-bae2-4047-959f-3614f7a7cbef · inbound
CPKD: Clinical Prior Knowledge-Constrained Diffusion Models for Surgical Phase Recognition in Endoscopic Submucosal Dissection Label-Efficient Semantic Segmentation with Diffusion Models
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37ac8200-9b03-43a2-b981-2f1251844155 · inbound
Contrastive Conditional-Unconditional Alignment for Long-tailed Diffusion Model Label-Efficient Semantic Segmentation with Diffusion Models
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08e64d26-38da-44d1-afa9-a48060fe07fe · inbound
Latent Space Synergy: Text-Guided Data Augmentation for Direct Diffusion Biomedical Segmentation Label-Efficient Semantic Segmentation with Diffusion Models
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 364298ec-df1d-45a5-a378-54f130c3a37e · inbound
Uni-DocDiff: A Unified Document Restoration Model Based on Diffusion Label-Efficient Semantic Segmentation with Diffusion Models
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4098fa9-4e78-40d4-a090-828b87a090c3 · inbound
Q-Sched: Pushing the Boundaries of Few-Step Diffusion Models with Quantization-Aware Scheduling Label-Efficient Semantic Segmentation with Diffusion Models
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b3fa7a2-b39b-4d4a-8ab2-95bce7826e08 · inbound
Revisiting Autoregressive Models for Generative Image Classification Label-Efficient Semantic Segmentation with Diffusion Models
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9404a1fc-073c-455c-b4d2-34d5d8cff3de · inbound
SD-FSMIS: Adapting Stable Diffusion for Few-Shot Medical Image Segmentation Label-Efficient Semantic Segmentation with Diffusion Models
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 125204e3-7f94-480a-b83c-f37f9ecadc58 · inbound
Diffusion Model as a Generalist Segmentation Learner Label-Efficient Semantic Segmentation with Diffusion Models
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 975a2509-2ca4-4861-a6b8-8b912f76ad7e · inbound
From Diffusion to Rectified Flow: Rethinking Text-Based Segmentation Label-Efficient Semantic Segmentation with Diffusion Models
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 55e0eb00-3a7d-46f5-a60c-26ab71c77335 · inbound
JEDI: Joint Embedding Diffusion World Model for Online Model-Based Reinforcement Learning Label-Efficient Semantic Segmentation with Diffusion Models
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 90df406d-c705-469c-acb8-84f7ab75e6eb · inbound
Mutual Enhancement Between Global Tokens and Patch Tokens: From Theory to Practice Label-Efficient Semantic Segmentation with Diffusion Models
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8ae0f3b9-d9ac-4f2f-8687-c1063dfa5d4b · inbound
Functionalization via Structure Completion and Motion Rectification Label-Efficient Semantic Segmentation with Diffusion Models
Reference 168
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d28ad6f6-3364-43b2-a280-743f5ac85978 · inbound
What Makes Synthetic Data Effective in Image Segmentation Label-Efficient Semantic Segmentation with Diffusion Models
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 95fd337a-0ef9-4158-8b8f-ac5186eed934 · inbound
Awakening Diffusion Transformers: Eliciting Stronger Generation and Understanding via Massive Activation Modulation Label-Efficient Semantic Segmentation with Diffusion Models
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef3cd519-cc0f-407c-8d1f-42d6fca45f97 · inbound
Perturbation-Aware Diffusion-Guided Hybrid Segmentation for Robust and Annotation-Efficient Plant Stress Phenotyping Label-Efficient Semantic Segmentation with Diffusion Models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.