Paper Citation Record · LEDGER

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners

As of 9 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.29592.

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

pith.paper-citation-record.v1
2607.29592 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T04:01:20.831727Z

measured 51 of 51 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

51 of 51 outbound references displayed

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unresolved49
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35f35ce0-81b6-4662-a1f7-77dd6f14ebab · outbound

This paper cites In or out? fixing imagenet out-of-distribution detection evaluation.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners In or out? fixing imagenet out-of-distribution detection evaluation

Reference 1

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Observation b34d0c2f-ec14-4a13-8c69-113de43d9ac1 · outbound

This paper cites D ark E xperience R eplay for C ontinual L earning.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners D ark E xperience R eplay for C ontinual L earning

Reference 2

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Observation 56b531cc-1a46-46a0-8ceb-12794a7cee95 · outbound

This paper cites Efficient lifelong learning with A-GEM.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Efficient lifelong learning with A-GEM

Reference 3

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Observation af5294b7-598d-4663-b209-8fb59fe809c0 · outbound

This paper cites On Tiny Episodic Memories in Continual Learning.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners On Tiny Episodic Memories in Continual Learning

Reference 4

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Observation 885b20d9-7aee-4778-b4af-a7ff58a1ef68 · outbound

This paper cites Describing textures in the wild.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Describing textures in the wild

Reference 5

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Observation bad4a737-0d92-4307-8cd7-99e2627f40cc · outbound

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

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Imagenet: A large-scale hierarchical image database

Reference 6

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Observation 8e3ceb68-70c6-4bbd-8a27-959ed6258893 · outbound

This paper cites Extremely simple activation shaping for out-of-distribution detection.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Extremely simple activation shaping for out-of-distribution detection

Reference 7

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Observation 6d0aa7bd-c506-4edb-855e-c57535580ead · outbound

This paper cites Toy Models of Superposition.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Toy Models of Superposition

Reference 8

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Observation 8918ae05-b03a-4ceb-b17f-0287206b405a · outbound

This paper cites An introduction to roc analysis.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners An introduction to roc analysis

Reference 9

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Observation e690eb86-c730-4588-89ce-f2f427a40881 · outbound

This paper cites Weinberger.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Weinberger

Reference 10

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Observation 9243e2af-dff6-4108-8aca-08b56e31961f · outbound

This paper cites Out-of-distribution detection for continual learning: Design principles and benchmarking.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Out-of-distribution detection for continual learning: Design principles and benchmarking

Reference 11

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Observation 963f3c6b-a4b5-451f-a57d-bf294f89d4b9 · outbound

This paper cites Buffer-free class-incremental learning with out-of-distribution detection.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Buffer-free class-incremental learning with out-of-distribution detection

Reference 12

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Observation 71a807bd-19af-4f31-a554-e217502c21ae · outbound

This paper cites Controlling neural collapse enhances out-of-distribution detection and transfer learning.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Controlling neural collapse enhances out-of-distribution detection and transfer learning

Reference 13

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Observation f49ec327-a234-4da5-97af-c42e95e95a3e · outbound

This paper cites Deep residual learning for image recognition.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Deep residual learning for image recognition

Reference 14

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Observation 9c4e82f5-8867-4775-b362-3be4d5522f6f · outbound

This paper cites A baseline for detecting misclassified and out-of-distribution examples in neural networks.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners A baseline for detecting misclassified and out-of-distribution examples in neural networks

Reference 15

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Observation c588ace3-2458-4ce4-ac6d-3270016fd2ec · outbound

This paper cites MOS: towards scaling out-of-distribution detection for large semantic space.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners MOS: towards scaling out-of-distribution detection for large semantic space

Reference 16

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Observation ec42b5cb-400c-48c2-bd81-092434ffa233 · outbound

This paper cites R obust statistics.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners R obust statistics

Reference 17

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Observation 53dc665b-921f-422a-ac8a-46b52935fda5 · outbound

This paper cites Continual learning based on OOD detection and task masking.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Continual learning based on OOD detection and task masking

Reference 18

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Observation baedce15-f267-45bf-8aa4-75afc69fa718 · outbound

This paper cites Overcoming catastrophic forgetting in neural networks.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Overcoming catastrophic forgetting in neural networks

Reference 19

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Observation 09acf2f4-7ecc-4803-8772-015734b74558 · outbound

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Unresolved cited work

Reference 20

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Observation a12bacab-d2d5-4793-8394-4fffb045a7da · outbound

This paper cites L earning M ultiple L ayers of F eatures from T iny I mages.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners L earning M ultiple L ayers of F eatures from T iny I mages

Reference 21

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Observation 7f9dce3a-637a-4460-953b-9902d7f0a353 · outbound

This paper cites Fine-tuning can distort pretrained features and underperform out-of-distribution.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Fine-tuning can distort pretrained features and underperform out-of-distribution

Reference 22

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Observation 733bd9ff-e4d0-4415-b302-f93ad8150f36 · outbound

This paper cites Kylberg texture dataset v.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Kylberg texture dataset v

Reference 23

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This paper cites A S imple and E ffective B aseline for O ut-of-distribution D etection.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners A S imple and E ffective B aseline for O ut-of-distribution D etection

Reference 24

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Observation 010d2036-5800-4bc8-b502-d53bd4255e57 · outbound

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners L earning W ithout F orgetting

Reference 25

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Unresolved cited work

Reference 26

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Observation b54764fe-f2de-4e6b-b1c2-ef11da7ae288 · outbound

This paper cites Owens, and Yixuan Li.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Owens, and Yixuan Li

Reference 27

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This paper cites A valanche: A n E nd-to-end L ibrary for C ontinual L earning.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners A valanche: A n E nd-to-end L ibrary for C ontinual L earning

Reference 28

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Observation 30a76a4d-a905-4899-8f62-957a1d840084 · outbound

This paper cites Gradient episodic memory for continual learning.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Gradient episodic memory for continual learning

Reference 29

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners O pen C I L : B enchmarking out-of-distribution detection in class incremental learning

Reference 30

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Observation 136a8739-b851-444d-b5a8-e90d103286a7 · outbound

This paper cites Revisiting the calibration of modern neural networks.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Revisiting the calibration of modern neural networks

Reference 31

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Observation 8dcaeda7-0b08-4a04-8c03-796adea77edf · outbound

This paper cites H ow D oes F ine-tuning I mpact O ut-of-distribution D etection for V ision-language M odels? Int.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners H ow D oes F ine-tuning I mpact O ut-of-distribution D etection for V ision-language M odels? Int

Reference 32

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Observation 513515f5-95a5-46ac-94de-cd01081e9327 · outbound

This paper cites R eading D igits in N atural I mages with U nsupervised F eature L earning.

TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners R eading D igits in N atural I mages with U nsupervised F eature L earning

Reference 33

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Nearest neighbor guidance for out-of-distribution detection

Reference 34

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Anatomy of catastrophic forgetting: Hidden representations and task semantics

Reference 35

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Unresolved cited work

Reference 36

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners A da S C A L E : A daptive S caling for OOD D etection

Reference 37

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Progressive Neural Networks

Reference 38

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Overcoming catastrophic forgetting with hard attention to the task

Reference 39

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners DICE: L everaging S parsification for O ut-of-distribution D etection

Reference 40

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners React: Out-of-distribution detection with rectified activations

Reference 41

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Out-of-distribution detection with deep nearest neighbors

Reference 42

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Three scenarios for continual learning

Reference 43

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners ViM: Out-Of-Distribution with Virtual-logit Matching

Reference 44

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Large scale incremental learning

Reference 45

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Generalized Out-of-Distribution Detection: A Survey

Reference 46

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners M N I S T handwritten digit database

Reference 47

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners Continual learning through synaptic intelligence

Reference 48

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners O pen O O D v1.5: E nhanced B enchmark for O ut-of-distribution D etection

Reference 49

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners M aintaining discrimination and fairness in class incremental learning

Reference 50

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TOOD: Task-Aware Out-of-Distribution Score Calibration for Continual Learners P laces: A 10 M illion I mage D atabase for S cene R ecognition

Reference 51

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Pith citing papers

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