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Paper Citation Record · LEDGER

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation

As of 10 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2502.06192.

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

pith.paper-citation-record.v1
2502.06192 v2

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:31:36.552880Z

measured 22 of 22 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

22 of 22 outbound references displayed

  • verified exact4
  • verified fuzzy4
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37e60794-871d-450e-ae23-d990dc76a76e · outbound

This paper cites Implementation of SOTA methods with Spaced KD For traditional KD methods (BAN (Furlanello et al., 2018), TAKD (Mirzadeh et al., 2020a)) and online KD methods (DML (Zhang et al.,.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Implementation of SOTA methods with Spaced KD For traditional KD methods (BAN (Furlanello et al., 2018), TAKD (Mirzadeh et al., 2020a)) and online KD methods (DML (Zhang et al.,

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-08T16:31:36.756315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:31:36.545250Z digest=sha256:cb2cafe5811138ba2a207bb413f7946e06e46888c371203a678550dc79b00746

Observation d27925e1-efcd-4080-8034-d51e8c2bd103 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Distilling the Knowledge in a Neural Network

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.496954Z digest=sha256:6ce205324bf288134cb6b909784e66e411de8be4635936ec1a44ede47945cdf1

Observation ba1e85c0-236e-4e02-9fa8-a7f20dc3c76f · outbound

This paper cites Adversarial examples in the physical world.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Adversarial examples in the physical world

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.512334Z digest=sha256:81fee7690bc8b3a59120326b69597c22a9abf3347e60e4a02a134191b9d74c08

Observation 9a3a4437-a632-46e7-955b-143b86363705 · outbound

This paper cites Decoupled Weight Decay Regularization.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Decoupled Weight Decay Regularization

Reference 12

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unresolved
no resolver link, observed 2026-08-08T16:31:36.520450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.520450Z digest=sha256:1075bf08004be27441a764be5dfc123a93fe028de5a64bc92a1640b9a73363e9

Observation 55c48414-d984-4eb6-a441-cfe18e7dc9f9 · outbound

This paper cites Spaced KD is more robust than online KD.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Spaced KD is more robust than online KD

Reference 13

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verified fuzzy
raw_fallback, observed 2026-08-08T16:31:36.729062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:31:36.552880Z digest=sha256:b5e07bb1967d4c983c6cae8db3926b221d4483d938ea97bad32db489e2810350

Observation 63ccea6c-6bea-40f4-b46f-207b08c32a2c · outbound

This paper cites Follow your path: a progressive method for knowledge distilla- tion.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Follow your path: a progressive method for knowledge distilla- tion

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-08T16:31:36.763977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:31:36.531897Z digest=sha256:5e5738c43ae3ca1be3e73a0e51ec1f215147f9a03ada1cfd023cbef0b62468f5

Observation 973e4f1d-0b7b-4790-b671-bc5438e25cb6 · outbound

This paper cites A Diffusion Theory For Deep Learning Dynamics: Stochastic Gradient Descent Exponentially Favors Flat Minima.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation A Diffusion Theory For Deep Learning Dynamics: Stochastic Gradient Descent Exponentially Favors Flat Minima

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.538889Z digest=sha256:5fada60b79af3fe264cad317539b21aa4b2d485b27f81a4c4220550ce5310e88

Observation 50b1b1f4-f74a-44c5-abd0-44566685f02c · outbound

This paper cites Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation

Reference 18

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verified exact
local_arxiv, observed 2026-08-08T16:31:36.584288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:31:36.542405Z digest=sha256:d2f5ebfa78748c1ae37e955c3d25a163d17bf22da35b653ec5dba49392c308e5

Observation 51fcfdb0-ef0e-42e8-88d2-af559376029d · outbound

This paper cites For self KD methods (DLB (Shen et al.,.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation For self KD methods (DLB (Shen et al.,

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-08T16:31:36.748424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:31:36.547867Z digest=sha256:47d548af2a4c2fd9bd328531b2ab84f0a352db55fc7a69ca559483adea43c754

Observation 3db00736-ccfb-46cf-91a5-d0cd8da44b99 · outbound

This paper cites an unresolved cited work.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Unresolved cited work

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 407c4c24-c68b-4962-862c-43cfb4f74e18 · outbound

This paper cites Like What You Like: Knowledge Distill via Neuron Selectivity Transfer.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Like What You Like: Knowledge Distill via Neuron Selectivity Transfer

Reference 1994

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.500726Z digest=sha256:5532720c06ed416dc3ba8c5cf4b61f4f98bbde347efb29353e806815b3b6e71d

Observation 62523c5b-1110-4e0f-9a34-b4e89888a3c9 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 1999

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no resolver link, observed 2026-08-08T16:31:36.484506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.484506Z digest=sha256:6d610729bcc033510a7f04d7e85b8c574dbcbad3c3d531cffa7abba455ff0e4f

Observation e9589ee9-b50c-49d6-9aeb-fa3bc8920881 · outbound

This paper cites Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming

Reference 2001

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.524290Z digest=sha256:a18a351edbd6f9c89b7852fb274ee746376d544cad8fb5c61193b3cc55e42423

Observation aafc3800-c8e0-4a99-8f42-da07ca544d08 · outbound

This paper cites Ensemble Knowledge Distillation for Learning Improved and Efficient Networks.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Ensemble Knowledge Distillation for Learning Improved and Efficient Networks

Reference 2008

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.480342Z digest=sha256:0ec93b444975b4752b6458841e13d6f15b02a262896de4f3e6f3ee83e2d058e8

Observation f4815b61-0366-4389-ac6a-427c2c8afc40 · outbound

This paper cites Logit Standardization in Knowledge Distillation.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Logit Standardization in Knowledge Distillation

Reference 2011

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.535240Z digest=sha256:e5e3c1091f85b0fd3ea842af4493d3e8d1e8b70760dee76f8bed0101f6ec5f5e

Observation 028bb0b8-5f8f-4062-8df1-89ad6f74f7bb · outbound

This paper cites Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning

Reference 2015

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no resolver link, observed 2026-08-08T16:31:36.475961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.475961Z digest=sha256:52273706ab9ef72d25ecf7f5255b57be7741805ca05d3b6bfaca60e97e28193e

Observation 806c7ad0-e995-40e0-88aa-8617a62fcb99 · outbound

This paper cites Averaging Weights Leads to Wider Optima and Better Generalization.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Averaging Weights Leads to Wider Optima and Better Generalization

Reference 2017

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.504792Z digest=sha256:9c7f3af664af0f31dda1abb5be34998fd87797d18ff1f1c602432c4de9df2bc2

Observation 06e528e3-257f-4275-8897-28122ac66807 · outbound

This paper cites An Embarrassingly Simple Approach for Knowledge Distillation.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation An Embarrassingly Simple Approach for Knowledge Distillation

Reference 2018

Resolution
verified exact
local_arxiv, observed 2026-08-08T16:31:36.696768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:31:36.488730Z digest=sha256:d93304ff9aeec3f83f7e740a6f4dec535576b5031e7e3717ab09594624d37931

Observation 2b72b369-736d-41cd-b45f-90aec27f8d62 · outbound

This paper cites The large learning rate phase of deep learning: the catapult mechanism.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation The large learning rate phase of deep learning: the catapult mechanism

Reference 2019

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.516166Z digest=sha256:09aaf474f3b78ed9a90206baa656926f6837ad5d56b3558f24e52780c2af9f5e

Observation b0326260-4bac-439d-9831-58ea9a065389 · outbound

This paper cites On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima

Reference 2020

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.508462Z digest=sha256:e92e3283a38c8a62d963ccbe9b122e2c7e32e436402e03a779eed3452422f19b

Observation 69666aa1-ba5c-4df6-814b-fc3fc289046e · outbound

This paper cites Search for Better Students to Learn Distilled Knowledge.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Search for Better Students to Learn Distilled Knowledge

Reference 2021

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verified exact
local_arxiv, observed 2026-08-08T16:31:36.684134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:31:36.492987Z digest=sha256:af7e33449d8a66f2b3f8b7fcfaa5e49389c905b3da3b462913b727232ac53006

Observation e890a467-b89e-4a6b-860d-9e1a01756816 · outbound

This paper cites Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher.

Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher

Reference 2022

Resolution
verified exact
local_arxiv, observed 2026-08-08T16:31:36.613641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:31:36.528272Z digest=sha256:0fa5f5003b2995349ac227eff3ebe00a366ca324a956b5bdaebc17fbcde4d6d0

Pith citing papers

No inbound Pith citation observations are available.