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Paper Citation Record · LEDGER

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization

As of 8 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2506.02334.

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

pith.paper-citation-record.v1
2506.02334 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:29:20.328791Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

54 of 54 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aeec81f5-831e-42d9-8e33-0351abc28303 · outbound

This paper cites write newline.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization write newline

Reference 1

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Observation 6224ec74-391f-45cc-ad77-fc720de0e66b · outbound

This paper cites Open-world semi-supervised learning.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Open-world semi-supervised learning

Reference 2

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Observation 98c6a7ae-4bcf-4b08-a2c6-e44377511fee · outbound

This paper cites Solving the catastrophic forgetting problem in generalized category discovery.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Solving the catastrophic forgetting problem in generalized category discovery

Reference 3

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Observation 2160391e-d1c7-439b-96c0-11b4adf65a9e · outbound

This paper cites Emerging properties in self-supervised vision transformers.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Emerging properties in self-supervised vision transformers

Reference 4

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Observation 59eabe83-101e-4cc1-b4fe-e4f25b6375a2 · outbound

This paper cites Debiased self-training for semi-supervised learning.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Debiased self-training for semi-supervised learning

Reference 5

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Source-reported events for the cited work

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Observation b5028535-1214-4323-9f27-bcb7b2e9d888 · outbound

This paper cites Contrastive mean-shift learning for generalized category discovery.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Contrastive mean-shift learning for generalized category discovery

Reference 6

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Observation 0f44c3e2-13f7-4728-92a2-2703c27968b5 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Imagenet: A large-scale hierarchical image database

Reference 7

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Observation 0a1972a8-2dd5-49c0-bd3a-22210bc7e45e · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization An image is worth 16x16 words: Transformers for image recognition at scale

Reference 8

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Observation 1e60afde-0673-47cb-8d97-9e2fc145006c · outbound

This paper cites A unified objective for novel class discovery.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization A unified objective for novel class discovery

Reference 9

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Observation 29dbbb0f-b8c6-44a7-ad1b-3be1284f549e · outbound

This paper cites and Bengio, Y.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization and Bengio, Y

Reference 10

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Observation 82d6ac13-2ee1-4b8a-abf6-368f8252ee2c · outbound

This paper cites Class-relation knowledge distillation for novel class discovery.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Class-relation knowledge distillation for novel class discovery

Reference 11

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Observation 8645eb97-6781-444d-8ee7-957d523c33a9 · outbound

This paper cites Learning to discover novel visual categories via deep transfer clustering.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Learning to discover novel visual categories via deep transfer clustering

Reference 12

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Source-reported events for the cited work

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Observation 2b03520a-4900-48c9-a636-b262b767a81f · outbound

This paper cites Automatically discovering and learning new visual categories with ranking statistics.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Automatically discovering and learning new visual categories with ranking statistics

Reference 13

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Observation 3922cd3d-82bf-48ba-892d-3ef57243653a · outbound

This paper cites Autonovel: Automatically discovering and learning novel visual categories.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Autonovel: Automatically discovering and learning novel visual categories

Reference 14

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Observation 46cdfa1b-24b7-4c56-8d27-698d44a7dc30 · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Unresolved cited work

Reference 15

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c1f5514a-2e0d-429f-8f67-bae6d05f15b5 · outbound

This paper cites Deep residual learning for image recognition.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Deep residual learning for image recognition

Reference 16

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Observation 9f8b2ecf-821a-4519-b735-35f5cf2bd326 · outbound

This paper cites Mask r-cnn.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Mask r-cnn

Reference 17

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Observation 7cf5fc66-e183-451f-a9c0-7807fa9a4290 · outbound

This paper cites Minimum class confusion for versatile domain adaptation.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Minimum class confusion for versatile domain adaptation

Reference 18

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Observation 4de24329-0df5-4522-8261-7390182c8543 · outbound

This paper cites Supervised contrastive learning.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Supervised contrastive learning

Reference 19

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Observation bdf4809b-ce1b-4101-8103-caf3ad96243c · outbound

This paper cites Conmatch: Semi-supervised learning with confidence-guided consistency regularization.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Conmatch: Semi-supervised learning with confidence-guided consistency regularization

Reference 20

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Observation fd969d1e-247e-4a7d-b9d7-aa6046d750f4 · outbound

This paper cites 3d object representations for fine-grained categorization.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization 3d object representations for fine-grained categorization

Reference 21

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Observation 3c6000cf-1cdd-4dcd-982a-1e69f8c43b46 · outbound

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

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Learning multiple layers of features from tiny images

Reference 22

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Observation 693b0918-89c9-4cb8-90e8-ea381e4a27a7 · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Unresolved cited work

Reference 23

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Observation a096a559-d97e-42ef-bd0a-991aa6bd7b95 · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Unresolved cited work

Reference 24

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Observation e19c30d0-67c9-43de-8188-d9b1a6518e9a · outbound

This paper cites Flipped classroom: Aligning teacher attention with student in generalized category discovery.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Flipped classroom: Aligning teacher attention with student in generalized category discovery

Reference 25

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Observation 37e361d1-94f1-45a1-a615-e35628d4274e · outbound

This paper cites Happy: A debiased learning framework for continual generalized category discovery.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Happy: A debiased learning framework for continual generalized category discovery

Reference 26

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Observation b315181c-6551-42fa-b29e-d3ec279882fe · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Active generalized category discovery

Reference 27

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Source-reported events for the cited work

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Observation 08ed813e-f1b9-4857-9ac8-16461a841e54 · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Some methods for classification and analysis of multivariate observations

Reference 28

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Observation ba1de547-c421-4cce-8cbb-ab76cfcf6d9f · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Fine-Grained Visual Classification of Aircraft

Reference 29

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Observation db5a58e9-4f97-4130-9b42-3a102f6f4543 · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Representation Learning with Contrastive Predictive Coding

Reference 30

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Observation eef20de3-5164-4061-855d-419f053fa33a · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization DINO v2: Learning robust visual features without supervision

Reference 31

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation 82a628e4-7f2d-4b8c-bbde-e8be799bd7eb · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Dynamic conceptional contrastive learning for generalized category discovery

Reference 32

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verified fuzzy
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Source-reported events for the cited work

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Observation 07a75517-93dd-46e2-b66a-a7ae0f281325 · outbound

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

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Learn to categorize or categorize to learn? self-coding for generalized category discovery

Reference 33

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation e2db1ddf-7c58-4fe3-9b59-4d8e57a93750 · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization A., Cubuk, E

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 0411904a-dace-4cea-9e50-014bfdf79990 · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization The Herbarium Challenge 2019 Dataset

Reference 35

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Observation 5ef7d0a1-3ee6-4933-900e-e7b7fad7ea40 · outbound

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Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization and Valpola, H

Reference 36

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Unavailable: canonical work link unavailable.

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Observation b11eb43a-4af2-43d7-a7e0-0c1f81af04c3 · outbound

This paper cites Contrastive multiview coding.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Contrastive multiview coding

Reference 37

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no resolver link, observed 2026-08-07T11:29:18.860561Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:29:18.860561Z digest=sha256:94022377a92dbefad44c125ab944c13cebd019d48af7b749b0a054ad70421ae1

Observation 2c1bc1a9-1caf-44e3-a19a-0c2f8ba9ae48 · outbound

This paper cites and Hinton, G.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization and Hinton, G

Reference 38

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unresolved
no resolver link, observed 2026-08-07T11:29:18.967989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:29:18.967989Z digest=sha256:6aee66c05856b13886957c6a6c6d14a00fcabcdd3d10c7747ea4e04fda35d5c2

Observation b4aa4779-49bc-464e-8231-db25e6026abe · outbound

This paper cites N., Kaiser, ., and Polosukhin, I.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization N., Kaiser, ., and Polosukhin, I

Reference 39

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:19.126802Z digest=sha256:77084144162122c162c67fcbc3e74b884f2a0ec255c5cd678071a826ec8cdeff

Observation 407ccea2-6fba-413c-8b5b-1541e5830a8d · outbound

This paper cites Open-set recognition: A good closed-set classifier is all you need? In International Conference on Learning Representations, 2022 a.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Open-set recognition: A good closed-set classifier is all you need? In International Conference on Learning Representations, 2022 a

Reference 40

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:19.237203Z digest=sha256:496d7ff775e67b42b5e5a093de815a4a3cf139d1ffd92cb44b5b5b9391ae1963

Observation e324a4db-1210-435d-8743-87c768df9411 · outbound

This paper cites Generalized category discovery.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Generalized category discovery

Reference 41

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:19.311897Z digest=sha256:3d8f4745301454cce2db98570856e55d2104a642c2b5842c80d8fa6772ce210f

Observation 66b11c5e-1d5c-49ae-8fc5-97e7bf363b16 · outbound

This paper cites No representation rules them all in category discovery.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization No representation rules them all in category discovery

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:29:22.238381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:19.382609Z digest=sha256:562f6880945c92805d0897788a40c87cee0e3756c4442649dc8e5228149304c5

Observation 0d017ccf-283d-40eb-bf6d-3c32b3f1426a · outbound

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

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization The caltech-ucsd birds-200-2011 dataset

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T11:29:19.445928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:29:19.445928Z digest=sha256:6916df96735500d094a8d1a9bd74fbeb921b9f170132ed7f656fc656bd005ad9

Observation 87a363ae-eb31-4852-8ceb-cfacef0720ae · outbound

This paper cites Sptnet: An efficient alternative framework for generalized category discovery with spatial prompt tuning.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Sptnet: An efficient alternative framework for generalized category discovery with spatial prompt tuning

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:29:22.069870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:19.519674Z digest=sha256:a4b403d51fcb4b28bc5a5ce2747b51d53cb184cab81078fac94a96bab39e6ddf

Observation da0966b1-2b54-4216-99b7-16cdca3137f0 · outbound

This paper cites Hilo: A learning framework for generalized category discovery robust to domain shifts.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Hilo: A learning framework for generalized category discovery robust to domain shifts

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:29:21.887541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:19.613172Z digest=sha256:9e8db65ff9b5856b97d6152f7cf53d8a974c9e394c90b44a5eac5c27d98c9982

Observation 15fd8205-a336-4d20-802c-8b54eac6dca6 · outbound

This paper cites Parametric classification for generalized category discovery: A baseline study.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Parametric classification for generalized category discovery: A baseline study

Reference 46

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:19.747908Z digest=sha256:5b65095d31a6d4092f483c641067c1ec29ecd4d15ec639045171e5fdafc7ec06

Observation f102b822-53ee-4258-b9de-4d673f2324fe · outbound

This paper cites Unsupervised data augmentation for consistency training.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Unsupervised data augmentation for consistency training

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:29:21.598545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:19.836047Z digest=sha256:9445593b50f149d6ba488a6745d855a1ae91db187e455ee2fbae0121b1579a55

Observation d5da9f1b-8b76-4825-81cd-1a5097a6b15c · outbound

This paper cites Rethinking guidance information to utilize unlabeled samples: A label encoding perspective.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Rethinking guidance information to utilize unlabeled samples: A label encoding perspective

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:29:21.467176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:19.921125Z digest=sha256:9548d0ef9659e9adbdbcceb233532e53006e47b1dd9e4d855e095119fb612507

Observation 142fc0b7-8927-4af4-90c3-9d977da0c2f4 · outbound

This paper cites Learning semi-supervised gaussian mixture models for generalized category discovery.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Learning semi-supervised gaussian mixture models for generalized category discovery

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:29:21.322917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:20.026025Z digest=sha256:54945c44bcc7e479db6728196d36657938c855dffa1d65a86e78e850e72b71f9

Observation 4a8277ad-c422-48d6-a73a-4def0aca671a · outbound

This paper cites Few-shot class-incremental learning via class-aware bilateral distillation.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Few-shot class-incremental learning via class-aware bilateral distillation

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:29:21.140086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:20.076844Z digest=sha256:28751a0bf6d04948406fbe019b509ac77cd2373f13290d97b38d153429fcb238

Observation 8e03519f-ab4f-4f76-b53a-9cc84645620d · outbound

This paper cites Safe: Slow and fast parameter-efficient tuning for continual learning with pre-trained models.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Safe: Slow and fast parameter-efficient tuning for continual learning with pre-trained models

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:29:20.977814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:20.137961Z digest=sha256:92b1d8becbaaa5458a739ac871e8366fde08a8d2be6f60e55d9dc896ed4c8b31

Observation 90b1b6fe-819e-408b-9953-074b24ed4330 · outbound

This paper cites Simmatch: Semi-supervised learning with similarity matching.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Simmatch: Semi-supervised learning with similarity matching

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:29:20.799535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:20.196254Z digest=sha256:7e841641abc4c79aa00beed09f569709709b6fb357d1b9c311cde3501dbf1b5f

Observation 04001b89-c5cc-482c-b85f-d3587e032ab2 · outbound

This paper cites Neighborhood contrastive learning for novel class discovery.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Neighborhood contrastive learning for novel class discovery

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:29:20.656880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:20.252695Z digest=sha256:62115a60b8fafd1c2596eeb9d78eb58934630dfa2bf700d7236a764c88a9d371

Observation 22949d81-c4c9-4df4-8d1c-9a9068213194 · outbound

This paper cites Openmix: Exploring outlier samples for misclassification detection.

Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Openmix: Exploring outlier samples for misclassification detection

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:29:20.530084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:29:20.328791Z digest=sha256:e9a839ca1f4ca29c686ef72b3fa9549f35dc7b500c781e55832e02da59a58150

Pith citing papers

No inbound Pith citation observations are available.