Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T10:33:39.307207Z
Paper Citation Record · LEDGER
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision
As of 20 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:1908.10933.
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 2026-08-20T06:33:59.587034+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
52 of 52 outbound references displayed
- verified exact0
- verified fuzzy21
- unresolved31
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c93f0166-8ea9-4ade-b274-0ba4a6d5dffa · outbound
This paper cites Andreopoulos and J.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Andreopoulos and J
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:41.995394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 669239f5-dfb2-4f38-8334-69262352384f · outbound
This paper cites Andreopoulos and J.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Andreopoulos and J
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:41.806217Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c34dca04-f50a-42d4-9aae-39c245786536 · outbound
This paper cites Why do deep convolutional networks generalize so poorly to small image transformations?.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Why do deep convolutional networks generalize so poorly to small image transformations?
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:33:38.635992Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9874811c-62b8-4563-89ce-91bcf3d6b3a4 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.770928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1a45632e-6963-42b5-9eec-915222dda66d · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.746177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ed3ffba2-bee5-45ea-bb46-534f2c9883a7 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.728189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f4ce2e13-66e8-4514-b4bc-b3382d3be441 · outbound
This paper cites How is Gaze Influenced by Image Transformations? Dataset and Model.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision How is Gaze Influenced by Image Transformations? Dataset and Model
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:33:38.660652Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57de7a40-3b52-4061-b176-54d71a447784 · outbound
This paper cites Dodge and L.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Dodge and L
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:41.563887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f03404a7-7a80-4b0f-b997-728e9618677c · outbound
This paper cites Everingham, L.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Everingham, L
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:41.512100Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 474b1d1a-4e2f-4642-93f2-e9a2ac5db471 · outbound
This paper cites Everingham, A.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Everingham, A
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:41.495350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c7c19107-1575-4047-8da9-234c91e1d492 · outbound
This paper cites Faugeras.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Faugeras
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:41.470148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bb71c6b2-378d-4876-9858-1131d90863e5 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.450530Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6c419aa3-8d6e-4bf6-9ec6-16635af94614 · outbound
This paper cites Geirhos, C.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Geirhos, C
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:41.430306Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f3281dc0-b8fb-492b-97ff-84c958ea5cab · outbound
This paper cites Girshick, J.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Girshick, J
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:41.412553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 858e1900-06ee-46c8-a209-9adcb3fa519a · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.390412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 84e2b855-ca27-4f5e-b610-9e84e901d424 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.244365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6009b63d-4b67-4f0a-84ca-afd26364f72d · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.214452Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b59a8658-b629-4cc8-8426-dcf3363d9139 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.155231Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2d4a6727-09d1-4aac-90f2-89be34fc91cb · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.143043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d3657067-1034-464e-ab4d-d175e501a60b · outbound
This paper cites Kadir and M.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Kadir and M
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:41.129683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 016ab1f8-1346-4c75-98c5-04824edac465 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.113379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation be86474a-281f-46fe-8a92-684817d199f1 · outbound
This paper cites Krizhevsky, I.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Krizhevsky, I
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:41.099961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3ddfcd7e-b3a0-48ab-9e3b-1d67a0f67ab0 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.087099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 10c831b9-dac9-45ab-a724-2304bb9de7aa · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:41.074490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f6e1b0b6-8d05-421c-ba3f-69e80f2fff0d · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:40.798223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 992d163d-34b4-4b7d-8d4b-627bf35a8e1f · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:40.775259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5765295c-8a23-4183-933b-490b3306d6ae · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:40.615785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 05ea9b79-716d-426c-8c74-c09b6f8bed3a · outbound
This paper cites Matas, O.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Matas, O
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:40.450105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e6b44d08-d35e-4ab4-9ab2-4945a5085076 · outbound
This paper cites Mikolajczyk and C.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Mikolajczyk and C
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:40.375523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 67b009ae-45de-483b-a49f-22421cfc9f6d · outbound
This paper cites Nickolls and W.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Nickolls and W
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:40.352370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bf487b44-4adc-43bf-a333-69c4bebaccc3 · outbound
This paper cites YOLOv3: An Incremental Improvement.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision YOLOv3: An Incremental Improvement
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:33:39.019667Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0dc1bcd-fc24-4b9b-b672-0020e6f0df46 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:40.327868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 66c8946d-db10-4fd6-bd3b-fef4e8bdbd01 · outbound
This paper cites Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:33:39.030729Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbbf13dc-b64d-4bc6-b312-1a4b6d0926db · outbound
This paper cites Rosenfeld.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Rosenfeld
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:40.216240Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1994b9c4-9491-4cdc-877d-67c335ef9d02 · outbound
This paper cites The Elephant in the Room.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision The Elephant in the Room
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:33:39.041500Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0145c23-ff96-46df-b9ba-394225dff2ff · outbound
This paper cites Effects of Degradations on Deep Neural Network Architectures.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Effects of Degradations on Deep Neural Network Architectures
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:33:39.047426Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd73fd32-c8d3-466d-86ab-16ca476b991f · outbound
This paper cites Russakovsky, J.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Russakovsky, J
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:40.023155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 557d3293-3db7-47f5-9d1b-1d4aff13fa1f · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:39.999987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 48446c22-3958-41c6-ad44-cfdd5bbcd498 · outbound
This paper cites Shapiro, editor.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Shapiro, editor
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:39.977393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a5bb743e-1689-49d0-9510-f7508fc57054 · outbound
This paper cites Sirovich and M.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Sirovich and M
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:39.958701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e8bfc3c3-b486-4b29-ac73-4068cd31bb0f · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:39.940832Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 336882b4-c6ab-48e0-b9f3-f5e41422ab07 · outbound
This paper cites Szeliski.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Szeliski
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:39.875701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation aba528fd-899f-450c-bab8-da337f8605ac · outbound
This paper cites Tommasi, N.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Tommasi, N
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:39.816656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d33f1ab2-abd7-4274-83fc-d4b467b75b81 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:39.768590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7c95885d-20d9-4e25-ab87-7ddf6b3fd6b2 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:39.745656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 97bba522-7955-4d53-990e-2899191c7220 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:39.724943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a99a5972-13f7-4a5e-a3c0-255d2b5bf2a6 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:39.674556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7e6df1af-0032-437d-9cf5-5f6dbc507d22 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:39.604539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3db4c049-649c-404a-98ec-e228c01dceb1 · outbound
This paper cites Active Control of Camera Parameters for Object Detection Algorithms.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Active Control of Camera Parameters for Object Detection Algorithms
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:33:39.291622Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 817d5fff-5728-41ec-ba5c-48edba23d58f · outbound
This paper cites Wueller and R.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Wueller and R
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:39.528752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c9a443f3-f762-444d-ac18-9a1b7c5dfd34 · outbound
This paper cites Wueller and R.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Wueller and R
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:33:39.509846Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation aa4a3050-ea26-480c-a951-8da4ba590895 · outbound
This paper cites an unresolved cited work.
A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:33:39.482757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.