Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:56:07.492326Z
Paper Citation Record · LEDGER
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks
As of 24 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:1909.02563.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
19 of 19 outbound references displayed
- verified exact0
- verified fuzzy17
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f531de67-fdb0-42b4-8d11-71bdf5b7a0bc · outbound
This paper cites Software 2.0,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks Software 2.0,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.831375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ffd63969-a930-4983-836a-9b5bf186c3bd · outbound
This paper cites Quantized neural networks: Training neural networks with low pre- cision weights and activations,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks Quantized neural networks: Training neural networks with low pre- cision weights and activations,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.814967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ba206179-b1ae-4c89-96a9-68d824734a13 · outbound
This paper cites V ariant of lenet,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks V ariant of lenet,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.797479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5c5e4706-0769-42d6-b832-81d039126d65 · outbound
This paper cites Cifar10,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks Cifar10,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.781503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 12ccce2e-3d77-43e8-80c3-6181e47e671a · outbound
This paper cites TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:56:07.419122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a334ad32-8308-45f4-8a07-b85912f0b09d · outbound
This paper cites Metamorphic testi ng: a new approach for generating next test cases,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks Metamorphic testi ng: a new approach for generating next test cases,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.764392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a68042e4-7574-417c-95f9-87443c36f146 · outbound
This paper cites Deep learning for computer vision: A brief review,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks Deep learning for computer vision: A brief review,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.747798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 739a43d8-1225-453b-9348-31e510a051b1 · outbound
This paper cites I mage quality assessment: from error visibility to structural si milarity,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks I mage quality assessment: from error visibility to structural si milarity,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.730866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation add4b262-b9fa-4719-b6e6-396aa80a1966 · outbound
This paper cites Deepxplore: Automat ed whitebox testing of deep learning systems,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks Deepxplore: Automat ed whitebox testing of deep learning systems,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.713960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 79cd8d8a-b76d-4a7b-a087-a2cd7d55f093 · outbound
This paper cites A new optimizer using parti cle swarm theory,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks A new optimizer using parti cle swarm theory,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.696971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ee48ddbd-9b07-49d5-8190-754310401df9 · outbound
This paper cites A new metaheuristic bat-inspired algorit hm,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks A new metaheuristic bat-inspired algorit hm,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.678692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6b76d0c8-cded-40de-8f08-361b5304c2b5 · outbound
This paper cites Grey wolf o ptimizer,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks Grey wolf o ptimizer,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.661604Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8c0f4f59-f54e-47b2-b095-adf964ce8d04 · outbound
This paper cites Moth-flame optimization algorithm: A no vel nature- inspired heuristic paradigm,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks Moth-flame optimization algorithm: A no vel nature- inspired heuristic paradigm,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.646129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e5c17dee-2ee2-4e1b-a6cd-c6c33ac9396d · outbound
This paper cites The whale optimization algo rithm,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks The whale optimization algo rithm,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.628866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2ed1a83c-42b8-4454-ba46-c703fbd2132a · outbound
This paper cites Multi- verse optimizer: a nature-inspired algorithm for global optimization,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks Multi- verse optimizer: a nature-inspired algorithm for global optimization,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.612387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 68c9562f-512b-41b3-ab5a-91ce671daaff · outbound
This paper cites The mnist database of handwritten digits,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks The mnist database of handwritten digits,
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:56:07.478085Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24e17b3c-12d2-4abb-b812-ba592f087307 · outbound
This paper cites The cifar-10 dat aset,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks The cifar-10 dat aset,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.585166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 73bd29ec-accb-46f7-beb1-b58454c9dcd7 · outbound
This paper cites Dlfuzz: di fferential fuzzing testing of deep learning systems,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks Dlfuzz: di fferential fuzzing testing of deep learning systems,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.568083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7bb9bddc-f874-4655-a68c-45e7dbb4794b · outbound
This paper cites Deeptest: Automate d testing of deep-neural-network-driven autonomous cars,.
DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks Deeptest: Automate d testing of deep-neural-network-driven autonomous cars,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:56:07.550433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
No inbound Pith citation observations are available.