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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:08.906921Z digest=sha256:2caa242e92580a9e058c4d0f4a03ec22c5e2309c397e8e8fad5b19b1ff4cf7c6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:09.000013Z digest=sha256:cba248f702da1c6430c9f3419d61cc51743a2394e3625a7d314ea6045e964899

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:09.135965Z digest=sha256:3f0c75f2d9c6b378721a509a4a6bc79135245b137dfff23b6ecd78940351ce8c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:09.214416Z digest=sha256:9cca367158e696f8be98d2879084c0262048f9599e10c1e0b3e4379cb9118ca6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:09.331058Z digest=sha256:359c6e53b29282f5b91975d8cac03cb4dadebed59c4ff22c951a70a8c5ac7cb1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:09.394221Z digest=sha256:d91ffddb10f66da1deb26eac2a569a8db2078f9f109265c23f1c936c21e8e5c1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:09.498038Z digest=sha256:4390e22f756ad5b54fb9c369863214e65fc046302d07a26372e4559e34cd25f4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:09.604992Z digest=sha256:d2f90a423304510a6d28a38d18a1b4f59d4524b650465987943bb6e7c8e552e9

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:09.818971Z digest=sha256:119802910678d49df43247843acadb2f10c73e952a3fc97da2da0c0394ccbd27

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:09.890854Z digest=sha256:afea1571f49a7194854dd7b7bff523eef9acc1fa9b094b002b20bac319db1353

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:09.995615Z digest=sha256:a70456df6e72f715a5fc9b96faccb303ac8a971267b7cdb12425ffbc5fcb38cd

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=sha256:87852f4232a1a16e2e62fb8ec58833811536c3139b2d9615cc6b642b17b43229

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:10.225776Z digest=sha256:e06800e186d2016c31a85aadaf3acd635c3da3722fc1aef6894a0b0c63738570

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:10.301264Z digest=sha256:cfa8a097a9db3fe4966d5932b989c89518be77eb14578a507c43b74a65afa0d0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:10.405510Z digest=sha256:4e7452d6ae212a8355bc9c0fba96f64083f23921c738d9b00f592c1d7ee1e888

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:10.512856Z digest=sha256:8cae87e69575473c29318356edff43a44c247ec228f685bd1f1023baa92d7b4c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:10.618433Z digest=sha256:1f2aabb05359941f19f8d16362c0323963546414840406c695c0ffd3b38c39c1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:10.803125Z digest=sha256:86fc5b28f7945ccbd624ced3f57986d5edbedbc96bb9217f41cf4e4f90058a0f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:10.914433Z digest=sha256:a1ccb8492261417241595f61d0a0380ce2d0a49d95e633eaef94fdf7f715b80e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:11.023676Z digest=sha256:bd9b60c44335695503b12fc014d296b2a2bc0f33d1e8458856b58fd1b4630a9f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:11.100488Z digest=sha256:ae056a742fb57864ec12f6422d27cf3e395172b03c51440a8717f04ac1396648

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:11.207109Z digest=sha256:0056f351903ee2a0a665891ae509df5eb1a89993c93e2364fd1eceb6ea152623

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:11.314824Z digest=sha256:0d7aaa33a0753b887577d4eb095f27b22a0b43085e11f048a5046a5e7ca939e2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:11.458741Z digest=sha256:196917f7e0ce30190e0bc6e43974a39fb3ce11f80f19a250379426f6a2c74218

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:11.566060Z digest=sha256:591438a051ba9d263f5a1ab553283f5d782bb598b3783c748e1306c70f37fb29

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:11.684687Z digest=sha256:1fe1dac7937383ac9143506c87b8007ab00e4e890a2c6e15f3ab56645417f1aa

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:11.828793Z digest=sha256:4071edecd09e09c61ce8e552a5b6de4c990f9b7b22c6c8440bfc4901733fe36d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:11.909057Z digest=sha256:4aabd65adde0d51e0d96b0d862206aae5d856ee5861228c6f278656b22b8a690

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:11.987123Z digest=sha256:cba501403d597e9c04ce3ec98b2d512aea04547774c5a3cf30a7923960dbc840

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:12.065431Z digest=sha256:09c35a54888b2d209227a9850b2793cea4a65f55f17486457a1d01c06b02efca

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:12.147767Z digest=sha256:a1fdfd3a35a0831f33db96dc2e7559e2a1c38ff6b3556973eeee776cfd057334

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:12.256709Z digest=sha256:0c0f3593fdefe30fe7b0f383d5c8c0a88274b6f0a508c92cbbb66be8590ea6e5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:12.362775Z digest=sha256:5860ee8ee7adca80621525f2b398f424931f3128dc8e793631bb775d9dd8d63f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:12.465840Z digest=sha256:0186dd46b25d06bf094bfafd26d5ac621e2b80bdffa68c9039434e7c8176cff8

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=sha256:0b0444762fbb2849adc6d795f8c66fc42fcdc9800fb998e08a502589fb5abe6f

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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:13.067255Z digest=sha256:23e75d83e13d5ce7ea8665c96a1e6faeec676a0af3d25c1bc1d5f8fae878779b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:13.227488Z digest=sha256:d1513132c5cad08908802ffa3ce60208cc042a777ee1933a39f603f6349f345d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:12.858216Z digest=sha256:e7a1ed50b697dd7ded6c2a96a42184adbe05695b0952706fd293a4eb773e787b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:13.606131Z digest=sha256:cd7aaa82d2cbb927169aa310b8b3f70a9f94ae02386a136c273387fc86c4e537

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:13.770087Z digest=sha256:c633cbe2e8c0250203e2e36f9f9e6082877a704018bfe24bd3918d9da82ed81a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:14.022515Z digest=sha256:2389a7ed66e9e059e7a81e4ac8359e87310cd83b0843e68b77f3c075324e0982

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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:13.489391Z digest=sha256:977c586c09939dc3e7d009eab5ab7ed958fc8b6905025cb0a18a377b85e656d1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:14.226611Z digest=sha256:5e7f83e7f844f02c43a8435c21e97321b6d1a746571c25882026710210dc3c65

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:14.311543Z digest=sha256:182df73e43d3470f59dfddc1951eed73fae4a2cbab01df5fc676ea9010b19f14

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:a80c46310e9c983786bf02a855e32ada6075db2e71ed7253cb7a1c4149041d13

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:14.459103Z digest=sha256:6d25705ba93fe0761b5115a836007709c4dcee857c5f62c17dd7e69e3504fd7c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:14.078852Z digest=sha256:0f6f8bdfcdb2b6374c29d5093be9045e24e650e81871da8aa2ff98221652963c

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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:14.734572Z digest=sha256:55a97c7d544253b56d6e7965c5bb4fce45b2da47c84a7505e93e80b6b7529f07

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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:14.368563Z digest=sha256:d96324bba9161a4b0fc90b3d1db6d02d9a2020297956be124cce7ceafcaad32f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:14.975564Z digest=sha256:b71cc3090f8b292b6f47ad5e9fd813db26172d7ef90efeb76d7dd2eafeeb111c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:14.554743Z digest=sha256:89dd98e095e6f1c26118e5b391a6acfdb79365b77f8a8863a8a8559da2b911fd

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:14.646233Z digest=sha256:5f61b73a1832a10d038829c2271e829d7ebd575461b2970c189f557ab5b898c2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:15.235727Z digest=sha256:92df1e7cf47a8cc579363cc9f43867857f9f4f6798e244e13d3d8f79a85f3fad

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:15.316928Z digest=sha256:d88e201437628c4578db200ff74fbe22ac50f820d1443bb8f05b79dde9833707

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:14.900536Z digest=sha256:906e3ce1afa2bd8c0d8687164e8fce2799d7c99700d285801485ffaace158402

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:15.020243Z digest=sha256:ab1650c10b26ebc5b076788b1573d56cf5364ee32d336cda2753276b17a3898d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:15.166837Z digest=sha256:e98fd04433255e0f3b8a95686b6150d450b702205bae33e4848063c648d0722a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:15.370355Z digest=sha256:878c81c36347ced7379929501666bbd6074356764ffc21e42ca0b48b3b9ee4f1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:10.692939Z digest=sha256:570a226effc1657e864a1559c817c236a5df7cc507109a04c48d00786bea7548

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:09.706039Z digest=sha256:00dd518e8855e0dad02df3c40962945f1f2cedffedef7a0d66e6b70c2e0b001c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:10.069911Z digest=sha256:b31d9b18af87d8faa28e9684bd88556a08a419fbd6358ff9f2da8d585ad4127e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T23:41:15.080732Z digest=sha256:1337a86541d99c72d6a0ef16a1f5ac3106320ec99e31d7730ecffd7b37f91c17

Pith citing papers

No inbound Pith citation observations are available.