Paper Citation Record · LEDGER

Grouped Speculative Decoding for Autoregressive Image Generation

As of 10 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 2 inbound Pith citation observations for arXiv:2508.07747.

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

pith.paper-citation-record.v1
2508.07747 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:57:10.698361Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T03:20:35.021120Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T03:20:48.722303Z

Reference resolution

50 of 50 outbound references displayed

verified exact0
verified fuzzy36
unresolved14
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 79a1f993-6cf9-4c42-a4c9-bee172a4b01a · outbound

This paper cites an unresolved cited work.

Grouped Speculative Decoding for Autoregressive Image Generation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:57:15.632399Z

Source-reported events for the cited work

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Observation c91fff00-1778-449d-894f-92c7f96f21ee · outbound

This paper cites Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration.

Grouped Speculative Decoding for Autoregressive Image Generation Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:15.454391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a161acd0-cd2e-4379-9f06-7c49e0111fc7 · outbound

This paper cites Pixel matching network for cross-domain few- shot segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Pixel matching network for cross-domain few- shot segmentation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:15.298637Z

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Observation b19d3eb4-03eb-4e83-9fae-0f26ab99cf8a · outbound

This paper cites Holistic pro- totype activation for few-shot segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Holistic pro- totype activation for few-shot segmentation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:15.162787Z

Source-reported events for the cited work

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Observation 63287be9-210d-43b4-9552-81d9c2d38990 · outbound

This paper cites Tracking anything with decoupled video segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Tracking anything with decoupled video segmentation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:14.977871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e23316d3-68b9-4291-b465-fdcda0340cb3 · outbound

This paper cites Segment and Track Anything.

Grouped Speculative Decoding for Autoregressive Image Generation Segment and Track Anything

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T21:57:09.363139Z

Source-reported events for the cited work

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Observation be4b872d-5b53-4ba9-b504-173375eab01a · outbound

This paper cites Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC).

Grouped Speculative Decoding for Autoregressive Image Generation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T21:57:09.398349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1b3ac87-74e6-4692-8784-55b4416e4e8b · outbound

This paper cites Deepglobe 2018: A challenge to parse the earth through satellite images.

Grouped Speculative Decoding for Autoregressive Image Generation Deepglobe 2018: A challenge to parse the earth through satellite images

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:14.802658Z

Source-reported events for the cited work

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Observation de02e574-2534-4bcb-8a7a-c04334735c57 · outbound

This paper cites Self- support few-shot semantic segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Self- support few-shot semantic segmentation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:14.625947Z

Source-reported events for the cited work

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Observation d2d7ba77-6f0e-4807-9f53-036f8b1b4413 · outbound

This paper cites Apseg: Auto-prompt network for cross-domain few-shot semantic segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Apseg: Auto-prompt network for cross-domain few-shot semantic segmentation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:14.414930Z

Source-reported events for the cited work

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Observation f825f2d5-ae14-4b6d-b74d-cc548c671b73 · outbound

This paper cites Adapt before comparison: A new perspective on cross-domain few-shot segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Adapt before comparison: A new perspective on cross-domain few-shot segmentation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:14.192867Z

Source-reported events for the cited work

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Observation 853419f0-58b1-44c9-be60-62e4fe730a5f · outbound

This paper cites Denoising diffu- sion probabilistic models.

Grouped Speculative Decoding for Autoregressive Image Generation Denoising diffu- sion probabilistic models

Reference 12

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Source-reported events for the cited work

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Observation 75c53cef-2f19-4761-9ce0-afe710ca1506 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Grouped Speculative Decoding for Autoregressive Image Generation LoRA: Low-Rank Adaptation of Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T21:57:09.576266Z

Source-reported events for the cited work

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Observation f4fc6546-fe4f-4a7a-8426-f95bd9d6dfd2 · outbound

This paper cites Tfmq-dm: Temporal feature maintenance quantization for diffusion models.

Grouped Speculative Decoding for Autoregressive Image Generation Tfmq-dm: Temporal feature maintenance quantization for diffusion models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:13.940538Z

Source-reported events for the cited work

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Observation db1e7950-5ed6-460e-a1d0-a19ce4a294ca · outbound

This paper cites Automatic tuberculosis screening using chest radio- graphs.

Grouped Speculative Decoding for Autoregressive Image Generation Automatic tuberculosis screening using chest radio- graphs

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:13.797171Z

Source-reported events for the cited work

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Observation ae8a681e-b6ff-423d-b990-3a21f8f665da · outbound

This paper cites Segment any- thing.

Grouped Speculative Decoding for Autoregressive Image Generation Segment any- thing

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:13.613249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3bd8508e-285f-4432-ac48-35c406a08189 · outbound

This paper cites Learning what not to segment: A new perspective on few- shot segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Learning what not to segment: A new perspective on few- shot segmentation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:13.427134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 23976b36-c0b8-48ae-81d6-3543a120a2e0 · outbound

This paper cites Base and meta: A new perspective on few-shot segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Base and meta: A new perspective on few-shot segmentation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:13.216745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 209e1e3a-039a-452c-a84e-63b3704f347a · outbound

This paper cites Cross-domain few-shot se- mantic segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Cross-domain few-shot se- mantic segmentation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:13.051581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76f065d3-39ae-4c7c-b2a8-e8d8837f62fa · outbound

This paper cites Adaptive prototype learning and allocation for few-shot segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Adaptive prototype learning and allocation for few-shot segmentation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:12.878493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5719341b-4270-45de-9a3f-c2ac3a6e8fb6 · outbound

This paper cites Fss-1000: A 1000-class dataset for few- shot segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Fss-1000: A 1000-class dataset for few- shot segmentation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:12.687757Z

Source-reported events for the cited work

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Observation 168d458d-2c14-44e5-8d12-f50eddaf5ace · outbound

This paper cites Inter- mediate prototype mining transformer for few-shot semantic segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Inter- mediate prototype mining transformer for few-shot semantic segmentation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:12.488417Z

Source-reported events for the cited work

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Observation b8ebce6e-f7b5-4c58-b561-e3a545311e2c · outbound

This paper cites Simpler is better: Few-shot semantic seg- mentation with classifier weight transformer.

Grouped Speculative Decoding for Autoregressive Image Generation Simpler is better: Few-shot semantic seg- mentation with classifier weight transformer

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:12.335546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4964a65a-29d0-4c39-9b16-c920dcf25bf2 · outbound

This paper cites Segment anything 9 model for medical image analysis: an experimental study.

Grouped Speculative Decoding for Autoregressive Image Generation Segment anything 9 model for medical image analysis: an experimental study

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:12.275253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f1a6a696-97ac-44fc-8080-4647bb41b95e · outbound

This paper cites Hypercorre- lation squeeze for few-shot segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Hypercorre- lation squeeze for few-shot segmentation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:12.222903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2d6a8efa-cee3-414d-ab05-5580bf805411 · outbound

This paper cites Feature weighting and boosting for few-shot segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Feature weighting and boosting for few-shot segmentation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:12.138563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a0f76b74-b7f4-4bbf-b5e8-87bfade6dd24 · outbound

This paper cites Cross-domain few-shot segmentation via iterative support-query correspon- dence mining.

Grouped Speculative Decoding for Autoregressive Image Generation Cross-domain few-shot segmentation via iterative support-query correspon- dence mining

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:12.083916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe39a7b8-27b7-45e6-8cd4-ff22d751c249 · outbound

This paper cites A threshold selection method from gray-level histograms.

Grouped Speculative Decoding for Autoregressive Image Generation A threshold selection method from gray-level histograms

Reference 28

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Source-reported events for the cited work

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Observation 9efc5343-493c-4ff9-aacc-bd94f50a1be9 · outbound

This paper cites Hierarchical dense cor- relation distillation for few-shot segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Hierarchical dense cor- relation distillation for few-shot segmentation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.962798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c27731c8-b689-452c-af05-fea3135ce67a · outbound

This paper cites Segment Anything Meets Point Tracking.

Grouped Speculative Decoding for Autoregressive Image Generation Segment Anything Meets Point Tracking

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T21:57:10.065809Z

Source-reported events for the cited work

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Observation 6f07c74e-f8d4-4470-8c3f-95a2b298029a · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Grouped Speculative Decoding for Autoregressive Image Generation SAM 2: Segment Anything in Images and Videos

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T21:57:10.095131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5070fe8e-eae5-4bf9-b7a8-cfa32cefabdd · outbound

This paper cites One-Shot Learning for Semantic Segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation One-Shot Learning for Semantic Segmentation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T21:57:10.129865Z

Source-reported events for the cited work

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Observation 67f6e030-3d86-4f64-8860-a608b0f9ee13 · outbound

This paper cites Denoising Diffusion Implicit Models.

Grouped Speculative Decoding for Autoregressive Image Generation Denoising Diffusion Implicit Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T21:57:10.156314Z

Source-reported events for the cited work

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Observation 1abe324e-1494-4813-98b3-11dedda441b4 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Grouped Speculative Decoding for Autoregressive Image Generation Score-Based Generative Modeling through Stochastic Differential Equations

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T21:57:10.192683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1993001d-4b0b-42b4-9ce9-c3db4f3b67cc · outbound

This paper cites Domain-rectifying adapter for cross-domain few-shot segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Domain-rectifying adapter for cross-domain few-shot segmentation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.823568Z

Source-reported events for the cited work

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Observation 07badc3a-3e63-498f-87c5-f3e9b7d9a9b2 · outbound

This paper cites Vrp-sam: Sam with visual reference prompt.

Grouped Speculative Decoding for Autoregressive Image Generation Vrp-sam: Sam with visual reference prompt

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.718676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 229cb221-ab4b-4da9-bcd6-b8f098a392ae · outbound

This paper cites Prior guided feature enrich- ment network for few-shot segmentation.IEEE Transactions on Pattern Analysis and Machine Intelligence , 44(2):1050– 1065, 2020.

Grouped Speculative Decoding for Autoregressive Image Generation Prior guided feature enrich- ment network for few-shot segmentation.IEEE Transactions on Pattern Analysis and Machine Intelligence , 44(2):1050– 1065, 2020

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.626982Z

Source-reported events for the cited work

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Observation 9ffc7bd5-bf3b-4d50-8797-884226e50bd2 · outbound

This paper cites The ham10000 dataset, a large collection of multi-source der- matoscopic images of common pigmented skin lesions.

Grouped Speculative Decoding for Autoregressive Image Generation The ham10000 dataset, a large collection of multi-source der- matoscopic images of common pigmented skin lesions

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.509704Z

Source-reported events for the cited work

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Observation 669ed5a0-a317-420b-8776-422e1b70360d · outbound

This paper cites Panet: Few-shot image semantic seg- mentation with prototype alignment.

Grouped Speculative Decoding for Autoregressive Image Generation Panet: Few-shot image semantic seg- mentation with prototype alignment

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.433622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4297bda5-8eec-44e7-bcd5-80beea7833e7 · outbound

This paper cites Remember the differ- ence: Cross-domain few-shot semantic segmentation via meta-memory transfer.

Grouped Speculative Decoding for Autoregressive Image Generation Remember the differ- ence: Cross-domain few-shot semantic segmentation via meta-memory transfer

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.350205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1cfb2f00-0b22-4565-8708-96fd04d92298 · outbound

This paper cites Rethinking the correlation in few-shot segmentation: A buoys view.

Grouped Speculative Decoding for Autoregressive Image Generation Rethinking the correlation in few-shot segmentation: A buoys view

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.277508Z

Source-reported events for the cited work

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Observation fd9bfa0d-c977-468e-9053-fe423188a3bd · outbound

This paper cites Accelerating diffu- sion sampling with optimized time steps.

Grouped Speculative Decoding for Autoregressive Image Generation Accelerating diffu- sion sampling with optimized time steps

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.215374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9eee6f70-50c5-464b-b683-bd3b7f60858c · outbound

This paper cites Prototype mixture models for few-shot semantic segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Prototype mixture models for few-shot semantic segmentation

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.156407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e579c1b4-5e9d-4862-84a0-bcbba4f1976e · outbound

This paper cites Track Anything: Segment Anything Meets Videos.

Grouped Speculative Decoding for Autoregressive Image Generation Track Anything: Segment Anything Meets Videos

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T21:57:10.519532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a2cb369-447c-47ae-a609-3da38bbf5ba7 · outbound

This paper cites Pyramid graph networks with connection attentions for region-based one-shot semantic segmentation.

Grouped Speculative Decoding for Autoregressive Image Generation Pyramid graph networks with connection attentions for region-based one-shot semantic segmentation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.126913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0e9c25a7-92eb-4fcd-a656-7a4f2365877e · outbound

This paper cites Canet: Class-agnostic segmentation networks with it- erative refinement and attentive few-shot learning.

Grouped Speculative Decoding for Autoregressive Image Generation Canet: Class-agnostic segmentation networks with it- erative refinement and attentive few-shot learning

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.095156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9340981a-21eb-493a-8e2e-235ee97c4143 · outbound

This paper cites A Comprehensive Survey on Segment Anything Model for Vision and Beyond.

Grouped Speculative Decoding for Autoregressive Image Generation A Comprehensive Survey on Segment Anything Model for Vision and Beyond

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T21:57:10.611602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a682af2c-64a4-4cc2-9129-f7f64a70bcfd · outbound

This paper cites Few-shot segmentation via cycle-consistent trans- former.

Grouped Speculative Decoding for Autoregressive Image Generation Few-shot segmentation via cycle-consistent trans- former

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:11.022289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9afe68a5-a023-4413-9553-0cecbab2ae81 · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

Grouped Speculative Decoding for Autoregressive Image Generation mixup: Beyond Empirical Risk Minimization

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T21:57:10.671895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 844425a2-4298-4d44-8e99-1e527624bc0f · outbound

This paper cites Diffmorpher: Unleashing the capability of dif- fusion models for image morphing.

Grouped Speculative Decoding for Autoregressive Image Generation Diffmorpher: Unleashing the capability of dif- fusion models for image morphing

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:57:10.958827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation b9af429c-2abb-4500-8544-f691dedd3d32 · inbound

Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation cites this paper.

Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation Grouped Speculative Decoding for Autoregressive Image Generation

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:20:48.726651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2396c129-8417-4480-a619-9312dcab28c8 · inbound

CASCADE: Context-Aware Relaxation for Speculative Image Decoding cites this paper.

CASCADE: Context-Aware Relaxation for Speculative Image Decoding Grouped Speculative Decoding for Autoregressive Image Generation

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:55:55.230437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.