Paper Citation Record · LEDGER

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery

As of 9 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2602.17395.

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

pith.paper-citation-record.v1
2602.17395 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T22:18:37.014611Z

measured 17 of 17 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 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

17 of 17 outbound references displayed

verified exact0
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d00b2d7e-80ea-4f55-ac4a-9d74772eaafc · outbound

This paper cites Emergence of invariance and disentanglement in deep rep- resentations.J.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Emergence of invariance and disentanglement in deep rep- resentations.J

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:35.205846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3706efa-b088-4b9c-8c07-860967d93130 · outbound

This paper cites Fine-Grained Visual Classification of Aircraft.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Fine-Grained Visual Classification of Aircraft

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:35.695019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 119f3e6f-f56a-4151-99c5-affa103872d0 · outbound

This paper cites ISBN 978-3-031-72897-6.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery ISBN 978-3-031-72897-6

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:36.254777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac13950b-3760-44fd-8c72-fcbc69f996ee · outbound

This paper cites Generalized Category Discovery via Token Manifold Capacity Learning.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Generalized Category Discovery via Token Manifold Capacity Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:36.329949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11de968e-3448-40cc-8c09-227ab105f2dd · outbound

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

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery The caltech-ucsd birds-200-2011 dataset

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:36.406716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e09d3ba-b438-4e9f-82ed-28027af19ea5 · outbound

This paper cites Textual knowledge matters: Cross-modality co-teaching for generalized visual class discovery.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Textual knowledge matters: Cross-modality co-teaching for generalized visual class discovery

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:36.615999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67e0885f-cf3d-4ae8-ac1a-349a1de75c9b · outbound

This paper cites ISBN 978-3-031-72943-0.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery ISBN 978-3-031-72943-0

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:36.679502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c326ab6b-7514-484d-9b43-2d97937be3cb · outbound

This paper cites an unresolved cited work.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:37.014611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7cef1b9-fc2c-45f2-a0cb-354385d8743d · outbound

This paper cites Benoit Dufumier, Javiera Castillo Navarro, Devis Tuia, and Jean-Philippe Thiran.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Benoit Dufumier, Javiera Castillo Navarro, Devis Tuia, and Jean-Philippe Thiran

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:35.298800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56cb2ee5-60f9-4f28-9053-a23ca533909d · outbound

This paper cites Get: Unlocking the multi-modal potential of clip for generalized category discovery.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Get: Unlocking the multi-modal potential of clip for generalized category discovery

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:36.495145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88005488-35b4-41db-a7b6-ef0fa82b1b38 · outbound

This paper cites CLIP-GCD: Simple Language Guided Generalized Category Discovery.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery CLIP-GCD: Simple Language Guided Generalized Category Discovery

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:35.811601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bcf64a8-b4b2-44d4-8f7d-484ce2c4c952 · outbound

This paper cites Both contain a similar number of entries.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Both contain a similar number of entries

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:36.885495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dbd9b04-813f-4dac-bf2a-934f7c2d5674 · outbound

This paper cites Concept bottleneck models.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Concept bottleneck models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:35.531333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 654ea505-a666-4b69-b635-06c08c56c74c · outbound

This paper cites Learn to categorize or categorize to learn? self- coding for generalized category discovery.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Learn to categorize or categorize to learn? self- coding for generalized category discovery

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:35.961711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0f85fdb-bc1f-4b99-a873-ec822c0d7e68 · outbound

This paper cites Asano, Hazel Doughty, and Cees G.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Asano, Hazel Doughty, and Cees G

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:36.132369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02f3f5b1-6bc6-4467-b2b5-7bcf896e5580 · outbound

This paper cites Automatically Discovering and Learning New Visual Categories with Ranking Statistics.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery Automatically Discovering and Learning New Visual Categories with Ranking Statistics

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:35.396010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 889b8d84-3215-471f-947c-2ce4f2cd38d6 · outbound

This paper cites In Table 8 we include additional dataset details, regarding the samples count and splits used in our evaluation.

SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery In Table 8 we include additional dataset details, regarding the samples count and splits used in our evaluation

Reference 4090

Resolution: unresolved; no resolver link, observed 2026-08-02T22:18:36.780443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.