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Paper Citation Record · LEDGER

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement

As of 9 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2506.16728.

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

pith.paper-citation-record.v1
2506.16728 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:41:15.370355Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

70 of 70 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved58
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation caf1d914-8bfd-4d98-9de3-81ee05e45864 · outbound

This paper cites Adamson and Avery Smith.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Adamson and Avery Smith

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:22.430691Z

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.

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Observation 11e5892a-8b53-47b1-ac45-a385f66233be · outbound

This paper cites Bronstein.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Bronstein

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:22.294060Z

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.

source=pdf_text observed=2026-08-06T23:41:08.906921Z digest=sha256:2d767bb62579195194daf9400345884fd5b2315388f37710e556fec5cee0038e

Observation 1d8432b8-1f2b-4356-b8b8-6cf081c69177 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.220524Z

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.

source=pdf_text observed=2026-08-06T23:41:09.000013Z digest=sha256:8d4cdf6fb8ceac3916835ff4d1642a8ae6f0122e50f9f39d8f87de58ff827ddb

Observation cebae0f8-46c6-413c-a1c1-f28497f35229 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.183351Z

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.

source=pdf_text observed=2026-08-06T23:41:09.135965Z digest=sha256:bbd197e9ef95c2452ea5cd93445c90fd1cc6522ad2f48fd6350afc53f5cbed1e

Observation ef4c2fcd-045d-43a5-b072-f421bae2ba53 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.171770Z

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.

source=pdf_text observed=2026-08-06T23:41:09.214416Z digest=sha256:bac0ff1e8b4cf705f243cf846e22a88584ef9f5a4bf19a39913ae24f73771cd0

Observation f0d8a33b-bf60-436a-bb98-785407551169 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.160310Z

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.

source=pdf_text observed=2026-08-06T23:41:09.331058Z digest=sha256:7004369df0c199a859b4eda932d8c1d157caabe5fad4139fbd5e08f910ce43b8

Observation d6fbf92d-094f-4171-9ccb-71c33666fc69 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.147583Z

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.

source=pdf_text observed=2026-08-06T23:41:09.394221Z digest=sha256:c892b0f05b814fd559e75733356369a86067df98993adb1ce396925dee6cdf39

Observation 6e050361-7092-4c5f-a533-0e02ad882065 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.135876Z

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.

source=pdf_text observed=2026-08-06T23:41:09.498038Z digest=sha256:a9eb4accef3e256946b2b978f06e536ffb119c28cdb5facc1cd6d2862b44625c

Observation 752a4f83-e3a8-4f19-b93c-2af3c3ae7da1 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.123212Z

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.

source=pdf_text observed=2026-08-06T23:41:09.604992Z digest=sha256:1fc71dbeb76c4e96fae48c365d01380af59992e1b9e77de2e7c2577d4914c5a1

Observation 1fd65d2a-e652-4399-a4eb-06f0dcc6f105 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.097810Z

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.

source=pdf_text observed=2026-08-06T23:41:09.818971Z digest=sha256:cc5dee885b0b0463b32a753d92d78d66b804779e860d855db3b2d8857ca47209

Observation 30b79abc-412f-43b0-93fd-7afa0d1eeaa3 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.085986Z

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.

source=pdf_text observed=2026-08-06T23:41:09.890854Z digest=sha256:142fa6eaeac0c31e9f24d4c6cea5a94d1757044601c3999be41f8d9fcc4ca4cd

Observation d02f4bef-e085-4bf9-af5e-e5e7ae5bc88e · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.074074Z

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.

source=pdf_text observed=2026-08-06T23:41:09.995615Z digest=sha256:c96e3adfb9e0a9e968f487d6fbc64ef558fd3b699396eee784b2837d43113160

Observation 2fd4f862-9374-4d98-9a52-9f0b8683709e · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T23:41:10.135747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:41:10.135747Z digest=sha256:9e6dd7a7d39048a15d38ddce6c9dfdc43e1728d0f5d7152b332dc0de68319e07

Observation cb1db465-6de1-4612-9832-836d0a82fffc · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.042449Z

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.

source=pdf_text observed=2026-08-06T23:41:10.225776Z digest=sha256:b7bce0744a21f648edfc50df15c738a2df74a22d08596111b28ed7c2086dbb9d

Observation 87e01273-f454-4b8c-b8e9-ffb8c58460ae · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.031211Z

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.

source=pdf_text observed=2026-08-06T23:41:10.301264Z digest=sha256:9deff04da22efa3feda713c11915ded52301193b4ac267d1700dd7c842033b3d

Observation 674693aa-b5ac-4133-904a-281be3499b68 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.019252Z

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.

source=pdf_text observed=2026-08-06T23:41:10.405510Z digest=sha256:5bbd5b2a9da285678625017c8aa67cce28bba8043bf97f99b0cb68f737d107c1

Observation 9cec4a0d-2df1-48f2-8b77-99771d62aa73 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:22.007606Z

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.

source=pdf_text observed=2026-08-06T23:41:10.512856Z digest=sha256:5536727aa72423c256dac584036010cdc3af585d211fd017abe76f172f40facc

Observation 767b1f7e-2da6-42b0-9460-d6058ffa4b4b · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.996031Z

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.

source=pdf_text observed=2026-08-06T23:41:10.618433Z digest=sha256:e6137900251c2d893014c5d46a46f6d073de5ae30645368a448f3014dd956208

Observation c301c634-95cc-4b0b-b6e1-5461bc0910a0 · outbound

This paper cites Codella, Leonid Karlinsky, James V.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Codella, Leonid Karlinsky, James V

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:21.972308Z

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.

source=pdf_text observed=2026-08-06T23:41:10.803125Z digest=sha256:befde3943942002d445bc07ab4ca7527759f1d99f4515cdcb1ef2cb821adc4f8

Observation b8a2ac22-687b-4415-8fa2-3992fdef896b · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.959894Z

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.

source=pdf_text observed=2026-08-06T23:41:10.914433Z digest=sha256:bdf1bf15f18bcedb8ed3ddc18e0f1eea59341035c621c8375ad3735c40ed02f8

Observation 7ce906e5-7bef-41c4-8955-e613da21951f · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.948473Z

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.

source=pdf_text observed=2026-08-06T23:41:11.023676Z digest=sha256:af43a96ebfb5fd5ca4f9fcbacd265c72129ade20b3f4048e76bd1053092d065d

Observation c9fe644e-9dac-4a3c-bfa5-e2aaa79c4b95 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.936763Z

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.

source=pdf_text observed=2026-08-06T23:41:11.100488Z digest=sha256:7efd3a2e5077752182563fe2458d90e57f725cc3f4dd30a4d260349377bf7230

Observation 78283704-6466-428f-8be3-088ecb7993b5 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.924259Z

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.

source=pdf_text observed=2026-08-06T23:41:11.207109Z digest=sha256:71a673f337686a7a91157522e58bb96bc85597647e0cd493cf54f1de21c12791

Observation 65f7d1a9-9fa3-42da-ac66-621e0ca4d054 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.913039Z

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.

source=pdf_text observed=2026-08-06T23:41:11.314824Z digest=sha256:861f1ad775abbf1e5ae41f45b9a685db8f3f5a9ca5eaecfb3a7131648848f417

Observation 94c0c302-34aa-4123-a1df-a8a0440e98ff · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.901838Z

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.

source=pdf_text observed=2026-08-06T23:41:11.458741Z digest=sha256:2a52a418d7830a5601b44d8efeabc02f003cb7bcf75e6d0f99cff52f5dccc317

Observation 80bd0f6e-e4c7-4ecf-9db4-8385c2d5e2a2 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.890099Z

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.

source=pdf_text observed=2026-08-06T23:41:11.566060Z digest=sha256:6b67e181f101f6a162fb94fd185afb1b8a842a493b00ab952c380bd98cbaf350

Observation 167bc0ef-de9c-4d19-addc-0ed285abf4a5 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.878398Z

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.

source=pdf_text observed=2026-08-06T23:41:11.684687Z digest=sha256:72d99dcf7d45a37a886c08099cd48cecf8183ac29a35ca4a456845b6c10f612e

Observation b81953aa-7b64-4570-9460-e2ec93fce7be · outbound

This paper cites 2009.Learning multiple layers of features from tiny images.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement 2009.Learning multiple layers of features from tiny images

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:21.866419Z

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.

source=pdf_text observed=2026-08-06T23:41:11.828793Z digest=sha256:1e045622b909dc483c2472a9d55c42b94899115dec1cef033bd90231e4b3a2d2

Observation 5971a24c-d4b3-4d12-9a90-958b60c782fe · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.852983Z

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.

source=pdf_text observed=2026-08-06T23:41:11.909057Z digest=sha256:fe6f5a72352c19680e2b97d6c0a64b5498950417ab39bc40325c0da28ff46115

Observation d83d8e31-bd99-4489-a1aa-42f81c26686f · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.840173Z

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.

source=pdf_text observed=2026-08-06T23:41:11.987123Z digest=sha256:951ddcc4caea4ad00d99471a26597aab89844e8d9b6e5e9efc05e22e9fa11191

Observation b5213376-5bf7-452c-81a0-42140f963733 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.600209Z

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.

source=pdf_text observed=2026-08-06T23:41:12.065431Z digest=sha256:0f1ed5e8e7ea2aaf54c151e52192417de4f3bd8d28c5ed571e0db33c470e2a4d

Observation 1256298e-caf4-44b3-ae94-9db1b80f881c · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.363960Z

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.

source=pdf_text observed=2026-08-06T23:41:12.147767Z digest=sha256:7586dc2fdb18dd7ffdcadeed3163d575054d4abfa383d21c930ef23e71ae985a

Observation 064b00d8-11db-4af0-9809-ae128ea6255b · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:21.103840Z

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.

source=pdf_text observed=2026-08-06T23:41:12.256709Z digest=sha256:ab8275f2d8566aa9071cd5fe29749994add91e54f66cb37f1b6cca908ac9ee89

Observation ac8d9390-ab81-4ba8-9499-50babbf014ad · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:20.787144Z

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.

source=pdf_text observed=2026-08-06T23:41:12.362775Z digest=sha256:85e59d51dc831e14f3509724e14c37581c99fec4631f6b3ac3855aee271edd13

Observation 0b79699d-7f6b-4a7a-932c-c3f7e572c8c5 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:20.540140Z

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.

source=pdf_text observed=2026-08-06T23:41:12.465840Z digest=sha256:962d8a41a0b9096bd64bc5adbe68fc45e86897df216e19ad9dc3029f26451f71

Observation 8cb45dde-e829-43f0-b892-a6ac86f72169 · outbound

This paper cites Revisiting Fine-tuning for Few-shot Learning.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Revisiting Fine-tuning for Few-shot Learning

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T23:41:12.637348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:41:12.637348Z digest=sha256:764934f32063ed44e739d4f55f39fa8512876cc93084879cd913832aa059f686

Observation 6349a7be-69de-472d-b903-0468f0ac427e · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:19.989598Z

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.

source=pdf_text observed=2026-08-06T23:41:12.703153Z digest=sha256:219a939066af67fa4a04c27263f26b377d6013035e453c3a8f41e09e3c213c2c

Observation af5e7e6d-ade5-4499-b85f-27ec877f7046 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:19.799499Z

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.

source=pdf_text observed=2026-08-06T23:41:12.771899Z digest=sha256:14a27aa0aee3907e25119ffb5a42219357c78297e344f24509de86a4ce1cf49c

Observation f231571c-1ee5-4f9a-9d78-abb7167e537a · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:20.259717Z

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.

source=pdf_text observed=2026-08-06T23:41:12.558727Z digest=sha256:5e152c1a4acef878a12c5fea213ee12f27f9b59fbb2c203f239624ba482e0e21

Observation 53b80350-e1f2-47fe-af62-4e1cc5f86746 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:19.388843Z

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.

source=pdf_text observed=2026-08-06T23:41:12.946731Z digest=sha256:1eb12f018fb1d0fdfe95f4f7667a7f0c6010d3251717ee4dc90aa94b6bd4613b

Observation d8906610-2333-40aa-b636-f841ddd1c3e8 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:19.206663Z

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.

source=pdf_text observed=2026-08-06T23:41:13.067255Z digest=sha256:b2be98b4c0a8a62048e0930f40fadb195a8c4b1e9b6a1c97a0db66d61957fe61

Observation 2eab98a8-7836-47ac-a49a-11886baa9295 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:19.053208Z

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.

source=pdf_text observed=2026-08-06T23:41:13.227488Z digest=sha256:c962b330950063e951720255649db4cee543f5c5436def336fad18f43ff3efb9

Observation 5588e01a-d28e-4395-93ab-5e7f359371e7 · outbound

This paper cites Berg, and Li Fei-Fei.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Berg, and Li Fei-Fei

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:19.605251Z

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.

source=pdf_text observed=2026-08-06T23:41:12.858216Z digest=sha256:5f4ba2d70aaf8577323a63c8795a00207e33a50279d23adbe356bfe0ee442f2b

Observation 96002fa3-d691-4009-b272-995bb18d44e3 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:18.526074Z

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.

source=pdf_text observed=2026-08-06T23:41:13.606131Z digest=sha256:bc782997695b68057fbb87df07a818f971a21f48645a7ac75814f1090ef9f804

Observation a4685223-73e5-4e38-9830-d9e23b3807f9 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:18.392772Z

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.

source=pdf_text observed=2026-08-06T23:41:13.770087Z digest=sha256:cafed95a0e31c882e006c6d45d06e29863ff2f523c64d920de14a03c986133af

Observation 8e79adae-9960-4982-8bb6-ffc566eb6ca7 · outbound

This paper cites Costelloe, Silvia Zuffi, Benjamin Risse, Alexander Mathis, Mackenzie W.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Costelloe, Silvia Zuffi, Benjamin Risse, Alexander Mathis, Mackenzie W

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:18.226117Z

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.

source=pdf_text observed=2026-08-06T23:41:14.022515Z digest=sha256:e6a8fdf1ef93f1ca7b6b9dc44375ed1485f701d688d2c034db1c384f26ee065f

Observation cde8e432-edd7-4d5a-a468-acd49fd865f6 · outbound

This paper cites Mondal, and Jyoti Prakash Sahoo.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Mondal, and Jyoti Prakash Sahoo

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:18.890527Z

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.

source=pdf_text observed=2026-08-06T23:41:13.341562Z digest=sha256:13a32e62a11d236655dd8ceba49de9e84624fc3665953be49984bbd74fcb0076

Observation 3ec1b085-242e-4de4-b818-85818bce444b · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:18.723769Z

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.

source=pdf_text observed=2026-08-06T23:41:13.489391Z digest=sha256:9928751f6afddde52b6fcc303d8c99295f56e7f0b7c03bb87f647e0abeb9636e

Observation 76d80552-0545-4baa-8fc6-6cc02efaf431 · outbound

This paper cites 2011.The caltech-ucsd birds-200-2011 dataset.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement 2011.The caltech-ucsd birds-200-2011 dataset

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:17.791450Z

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.

source=pdf_text observed=2026-08-06T23:41:14.226611Z digest=sha256:862fba7647b4b6011240624c14fe33e33064498903a0b151b8dc0614784fbe0e

Observation 4b50f4ce-fa42-4ff5-a021-215ce001b5b8 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:17.582208Z

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.

source=pdf_text observed=2026-08-06T23:41:14.311543Z digest=sha256:e38dfc71ec5a2c0dce7b42cfaac377e4bc1ede757cc4e2a32f8bb4675bc2153f

Observation 488cbd81-990e-4e86-9292-c8bfcd2491bc · outbound

This paper cites The Herbarium Challenge 2019 Dataset.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement The Herbarium Challenge 2019 Dataset

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T23:41:13.887839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:41:13.887839Z digest=sha256:3ba0f67d301b4f613e31a90d58f306c04b9a5ae3930ec89f35ed5990841757c7

Observation 2badbe9a-ef54-4328-9da3-140c28cb287a · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:17.185148Z

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.

source=pdf_text observed=2026-08-06T23:41:14.459103Z digest=sha256:b394b631e0b80a6cbe11ab07f36d95a841a1d4a4dfd07867a9a0c55ff0606d30

Observation ea9bd3e0-73ce-4b5b-ac71-fe9714c44a73 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:18.064202Z

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.

source=pdf_text observed=2026-08-06T23:41:14.078852Z digest=sha256:a6431ff84f6c2551c65518282e0a2bc530db750b117efbc7abc71e98c871a546

Observation 468cf8cc-249e-4a91-a6ca-2bb87e27e837 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:17.920332Z

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.

source=pdf_text observed=2026-08-06T23:41:14.165602Z digest=sha256:68a4c5a21841d0f24bec609f69bb96746df2ab42981bbdab64098941678ba396

Observation 7003c955-77b4-4edf-aabf-434d47204958 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:16.813223Z

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.

source=pdf_text observed=2026-08-06T23:41:14.734572Z digest=sha256:6165d39420731b100424db442853e7f8d96e0dd37c734df8edefcb4bd56f728e

Observation 04098c59-2551-4aad-945f-bd9f7c37ba85 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:16.666734Z

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.

source=pdf_text observed=2026-08-06T23:41:14.825029Z digest=sha256:1e1e7f29274628ced94b5e0416ec550bf1927a49de110deed9af155dfbe997de

Observation c20ce9dd-eab4-46ce-80d1-43d7e3545eda · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:17.384557Z

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.

source=pdf_text observed=2026-08-06T23:41:14.368563Z digest=sha256:c2a868df3b8955fdff6d67d96d8997f81373408da6faa5eee2e2ed37c592cf07

Observation 5cad8435-1ce3-43b6-ab52-4844b62e2667 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:16.423877Z

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.

source=pdf_text observed=2026-08-06T23:41:14.975564Z digest=sha256:c44ab0de83b8cfe0179c4a26e681b80d6c538e7f184e0f39e8afff6319e78fdb

Observation 65aafd86-058e-4162-b584-3c07fb893157 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:17.061574Z

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.

source=pdf_text observed=2026-08-06T23:41:14.554743Z digest=sha256:35be01844740a5fcbd6f234efd80880ce2d66105a243177d83ea4612869c9b88

Observation 07bd8eba-2b6d-4f32-8fa8-f9cfbd35caea · outbound

This paper cites Kwok, and Lionel M.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Kwok, and Lionel M

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:16.942025Z

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.

source=pdf_text observed=2026-08-06T23:41:14.646233Z digest=sha256:a9d006ad521f07702fff792c3e360c00de4986b1e03190217136f0e2e02a1a7d

Observation 04abc4a2-8af6-4c44-98a1-56916f9ebc43 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:15.892190Z

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.

source=pdf_text observed=2026-08-06T23:41:15.235727Z digest=sha256:0ebd6cc6d096a73aa26497a8e101cfcdb82d9d0107fe21d24afa75f17aefbd03

Observation 65754bdb-46b1-46d7-80f9-48566435315d · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:15.733075Z

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.

source=pdf_text observed=2026-08-06T23:41:15.316928Z digest=sha256:7155266c6ac88ea7ab6dc7ed138938642f9af79c7c31c5686251643f92f6bcc4

Observation c7175c1f-eea8-4852-87ae-b6043933c9c0 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:16.551323Z

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.

source=pdf_text observed=2026-08-06T23:41:14.900536Z digest=sha256:589c3f4af617cdbf51b703268f37e961ab0ee760354c0e991b35fd038cce65df

Observation 50824abc-d4d5-4fbb-b624-833ee74bef36 · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:16.287993Z

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.

source=pdf_text observed=2026-08-06T23:41:15.020243Z digest=sha256:60488a9048cb8c10c172c4c01ac66ebc030a47d1a3a81f933f985a698e1e4dcb

Observation 8680d581-8b3b-428c-a67d-6846db68b58b · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:16.042457Z

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.

source=pdf_text observed=2026-08-06T23:41:15.166837Z digest=sha256:7672a918ff88d94f7376caebb7ecd408331411ec07e612533c0fa1f0ed1c41b5

Observation 7f34c165-11a6-423f-9de8-8f92db80ff9c · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:15.586036Z

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.

source=pdf_text observed=2026-08-06T23:41:15.370355Z digest=sha256:b0472be35678b01ae82fc3c1e13e6fefaf21e2fe1ab012a2d1e4e74d0cc62ce9

Observation 855f0dcc-7793-4ff2-ba60-f98e7334abdd · outbound

This paper cites InAdvances in neural information processing systems (NIPS).

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement InAdvances in neural information processing systems (NIPS)

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:21.984266Z

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.

source=pdf_text observed=2026-08-06T23:41:10.692939Z digest=sha256:701ba1e74abc62cbdb4b8a772fe3b539598b241beb2fc8f9cbe55fe64bb684d0

Observation 0032f35f-98c4-40a4-bcd7-ee41c996c9a3 · outbound

This paper cites InProceedings of the IEEE conference on computer vision and pattern recognition (CVPR).

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement InProceedings of the IEEE conference on computer vision and pattern recognition (CVPR)

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:22.109942Z

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.

source=pdf_text observed=2026-08-06T23:41:09.706039Z digest=sha256:96f3c58bc186144fb3c734262d7d0ba4bdfcc1222ccb2aabe607ce9c10a5e918

Observation 336986cb-4e23-4e9a-9e09-2f5602140a39 · outbound

This paper cites IEEE Transactions on Multimedia25 (2023), 5763–5774.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement IEEE Transactions on Multimedia25 (2023), 5763–5774

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:41:22.062273Z

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.

source=pdf_text observed=2026-08-06T23:41:10.069911Z digest=sha256:751a339cf66b8908ea4d0c63c9f1aa6f5705ec86871805ec5227629d1ca13f52

Observation adc9750c-83e8-441c-b53a-4a13bddbeb6a · outbound

This paper cites an unresolved cited work.

Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:41:16.159178Z

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.

source=pdf_text observed=2026-08-06T23:41:15.080732Z digest=sha256:6c476c1cf9b3c22d689f3d4f038a8e8b961eb2064d7b3ebbd456c582ed7509ac

Pith citing papers

No inbound Pith citation observations are available.