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Paper Citation Record · LEDGER

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

As of 9 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.

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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=sha256:642cb4e164b7794228d8cd159e3c280d3fdf787232b47652bedb3ec37fb48bc7

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=sha256:13358bd592b1e6635533933d586fc2d7720c5b0f6065fdf6dbde38cd4c022788

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=sha256:5bd41bd7fd819a5e760cec30000909a5b281df19b58d01bf75ed3ed237de7e15

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:d9c56a33e83d3b800501ea86eb82f74f59778aecd5359ec89adf2a5129a113f1

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=sha256:4a26ea5283a73ba85e3d9c1b319faca70634d57e23c453efc26a7b1b7dee7252

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=sha256:7ab4a0161ea3812ba7863126fe24cc9ad742ce5515809de75b6ac59a94efe2a3

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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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.

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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:d6fa26438cc6858e062db8b688dc5a143f807f25a458f4e53490da5abc480ad7

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.

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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:e3b3cdbce5fe6fabb39142d56db0c6ab96cdcfc59bfe9fb48f3b126cf467c450

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:31:36.524290Z digest=sha256:a69a4e0807c5a4f49765091cf88ce3fde9dfdfcceff6c34525897ed318485c43

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:cda37adac2f19c758e0c1f35d9939c321706022807e277d339532bbb19eceb59

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:a18ff8b28f23ba7238d8619ce6ef77070a0d211c2db7c1886c13c946fa655552

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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unresolved
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=sha256:2a2489781ce7a9062a65a02a42379b7f9ed08c90584a4e5c9320750167e251cb

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=sha256:6ba50b0d834c382bf0dbb0e0fe77e2c34916938fc207a1859322e661f6ec47a0

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=sha256:21f67d09d6909fe6678762de4bfb28c3ba89bdfeb9e8d0a93d1a0442cdf453f6

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:f9cd7a6d859686e5ff73d99b2916540d8943b2fe46fd0f9c0a4189a17cb92ea0

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:d72a55306dd4ad08e41e455ffe139055bff41e3e9b43d6a0867c62eb81f33d9b

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:df38f71998bfdb8a12aa839cfd623adab579764dc0c08f0699ace939c1846ceb

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=sha256:55b7f6a666ed308e2f847f38048849b31c5fb60ad0137bcf13de1a041e7a69c1

Pith citing papers

No inbound Pith citation observations are available.