Paper Citation Record · LEDGER

Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2108.06932.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2108.06932 v8

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 26 of 26 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:07:00.763764Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T06:45:30.071532Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 280d575c-c86c-439f-a9d3-287ff0db0b72 · inbound

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis cites this paper.

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T17:53:24.962323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0561d8f-314b-4a19-b9fe-4f7787f1446d · inbound

DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps cites this paper.

DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T04:55:59.583756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed0e4dd-f143-46cb-b1d6-1f493586ed35 · inbound

Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps cites this paper.

Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T23:29:39.434875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 757be797-4a14-476e-b297-2243e229bba9 · inbound

SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation cites this paper.

SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T17:48:56.000232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b23b1a77-d88e-45d4-ba8a-dab1fe72041b · inbound

TransGUNet: Transformer Meets Graph-based Skip Connection for Medical Image Segmentation cites this paper.

TransGUNet: Transformer Meets Graph-based Skip Connection for Medical Image Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T20:07:24.084713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 640da156-a2d0-4192-948a-a2cdf7a39412 · inbound

FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention cites this paper.

FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:00.763764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b9f1501-182d-4bc6-82c1-3f964540b4f1 · inbound

Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation cites this paper.

Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T22:49:34.334148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 011c1161-1626-4b46-84d1-60cad01301a2 · inbound

Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework cites this paper.

Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:07.243405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27e68af9-63f2-4131-91a4-13739cc3b80f · inbound

Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear Attention cites this paper.

Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear Attention Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:54:17.967058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebbd1ccd-9049-4871-96aa-9f7f954c1679 · inbound

CL-Polyp: A Contrastive Learning-Enhanced Network for Accurate Polyp Segmentation cites this paper.

CL-Polyp: A Contrastive Learning-Enhanced Network for Accurate Polyp Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:58:03.071684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d3bd018-d01c-43a5-8092-b17d43e43421 · inbound

DS$^2$Net: Detail-Semantic Deep Supervision Network for Medical Image Segmentation cites this paper.

DS$^2$Net: Detail-Semantic Deep Supervision Network for Medical Image Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T00:56:42.839791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28cb4658-fccf-4f94-af78-771147365e9d · inbound

Frequency Prior Guided Matching: A Data Augmentation Approach for Generalizable Semi-Supervised Polyp Segmentation cites this paper.

Frequency Prior Guided Matching: A Data Augmentation Approach for Generalizable Semi-Supervised Polyp Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T11:22:13.144919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a822af6-bad7-4554-9de6-5bdd22707980 · inbound

Large Language Model Evaluated Stand-alone Attention-Assisted Graph Neural Network with Spatial and Structural Information Interaction for Precise Endoscopic Image Segmentation cites this paper.

Large Language Model Evaluated Stand-alone Attention-Assisted Graph Neural Network with Spatial and Structural Information Interaction for Precise Endoscopic Image Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T22:26:53.107811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd6806cc-37e2-4f84-96af-c8a099434cc4 · inbound

FreeVPS: Repurposing Training-Free SAM2 for Generalizable Video Polyp Segmentation cites this paper.

FreeVPS: Repurposing Training-Free SAM2 for Generalizable Video Polyp Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:04.593985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa5bc2b-196a-4cb3-a464-b09dab922cb6 · inbound

MSA2-Net: Utilizing Self-Adaptive Convolution Module to Extract Multi-Scale Information in Medical Image Segmentation cites this paper.

MSA2-Net: Utilizing Self-Adaptive Convolution Module to Extract Multi-Scale Information in Medical Image Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T12:33:53.000215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d1e154b-686e-439d-8ff3-688b8c4cce14 · inbound

Dual Interaction Network with Cross-Image Attention for Medical Image Segmentation cites this paper.

Dual Interaction Network with Cross-Image Attention for Medical Image Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T04:51:41.109110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc6aade8-ecf2-4cef-94ba-b9f9b0a75220 · inbound

Enabling Real-Time Colonoscopic Polyp Segmentation on Commodity CPUs via Ultra-Lightweight Architecture cites this paper.

Enabling Real-Time Colonoscopic Polyp Segmentation on Commodity CPUs via Ultra-Lightweight Architecture Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:00:13.108487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 06e78c0d-2f8a-4419-b04d-4022ec18f197 · inbound

Gated Differential Linear Attention: A Linear-Time Decoder for High-Fidelity Medical Segmentation cites this paper.

Gated Differential Linear Attention: A Linear-Time Decoder for High-Fidelity Medical Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:31:22.080198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6400e1f9-ee8a-4ebe-aaae-84458083ced3 · inbound

ASGNet: Adaptive Spectrum Guidance Network for Automatic Polyp Segmentation cites this paper.

ASGNet: Adaptive Spectrum Guidance Network for Automatic Polyp Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:25:18.988458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 255cf87f-19ef-450a-bb9d-f7e679a3a1a3 · inbound

Patch-MoE Mamba: A Patch-Ordered Mixture-of-Experts State Space Architecture for Medical Image Segmentation cites this paper.

Patch-MoE Mamba: A Patch-Ordered Mixture-of-Experts State Space Architecture for Medical Image Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-19T21:57:48.477202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 57afebe4-d569-44ec-8539-b7c2fb20d473 · inbound

Understanding Model Behavior in Monocular Polyp Sizing cites this paper.

Understanding Model Behavior in Monocular Polyp Sizing Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T06:44:00.846057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 48a6ad8b-58ce-45d4-b406-a442cd4d27a2 · inbound

APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms cites this paper.

APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-06-30T08:14:26.355508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4f1d1145-83b7-4081-a24f-6a5c62c7a287 · inbound

APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms cites this paper.

APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 106

Resolution: verified exact; arxiv_id, observed 2026-07-01T06:45:30.073526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 27a9f52c-cc27-4e81-91d6-837061021ee2 · inbound

QFedPolyp: A Communication- and Inference-Efficient Federated Learning Framework for Polyp Segmentation cites this paper.

QFedPolyp: A Communication- and Inference-Efficient Federated Learning Framework for Polyp Segmentation Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T09:16:48.235738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce7e7811-7d8a-4983-9cc5-15c03f1b8006 · inbound

VCP-DCN: Beyond Visual Concealed Property via Depth Collaborative Network for Camouflaged Object Detection cites this paper.

VCP-DCN: Beyond Visual Concealed Property via Depth Collaborative Network for Camouflaged Object Detection Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T00:28:08.646449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca0a022a-e05b-4742-8c6c-d43052d58f91 · inbound

EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment cites this paper.

EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T14:45:56.651117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.