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Paper Citation Record · LEDGER

An Uncertainty-aware DETR Enhancement Framework for Object Detection

As of 9 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.14855.

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

pith.paper-citation-record.v1
2507.14855 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:54:11.469409Z

measured 43 of 43 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

43 of 43 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved39
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93c4bc83-ff3f-42c9-90ca-6dc4a430a886 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:06.627808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:06.627808Z digest=sha256:ec7ea282d8b3a31c2461555681468517fb98837e92c82be6bd4880a96736607b

Observation e586ddf9-dcc1-4d73-939e-3fc56d389655 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:06.884635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:06.884635Z digest=sha256:e6f4f62ded308e4cf232386be0468ba9a4f46aeabf9fe3e5ee651687783156d6

Observation 529582c8-104c-4888-9871-f157d78dbb3d · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:15.278586Z

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=2026-08-06T15:54:07.098499Z digest=sha256:fd8d55c8cc906ce77cf2fa38b433948a1c0a100003611b34b62780ca7bb48fca

Observation b524a26d-e965-471c-b431-51e396043117 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:15.118479Z

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=2026-08-06T15:54:07.209158Z digest=sha256:23dcef903aab7d316e26e58d74d9d359ae77fdd3eff72236bb622ed0988bbc04

Observation cd23e400-f213-4a6d-a24e-edad571afe53 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:14.962358Z

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=2026-08-06T15:54:07.335725Z digest=sha256:eb59c2bdab9606a1ff8d8a0881e6470a67c755c9902619f2d7cf9367d5847997

Observation 0b971b98-2cd2-4d53-8d24-eec993e33ce2 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:14.793420Z

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=2026-08-06T15:54:07.431683Z digest=sha256:48e60cd74d686fdde52cc69f8c127ae12e242e99bab043a39a075bebff188977

Observation fd5a098a-453f-4bf9-bb1d-dbcbecd65ad2 · outbound

This paper cites SIoU Loss: More Powerful Learning for Bounding Box Regression.

An Uncertainty-aware DETR Enhancement Framework for Object Detection SIoU Loss: More Powerful Learning for Bounding Box Regression

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:07.565900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:07.565900Z digest=sha256:112749d945f4d7563d896f9c0c860c3c363940cd33c8271485dd0ceb36314e8c

Observation fffa798f-f8a8-44e4-a6dc-f16e1929128d · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:14.698081Z

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=2026-08-06T15:54:07.715436Z digest=sha256:6445de23d5ed79784e8dcbc4c3d4c6b80a15630c31262f9c48be2e2f6e7cf72d

Observation 924ee91d-12f1-4799-b1c2-03f1133778fe · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:14.569167Z

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=2026-08-06T15:54:07.795005Z digest=sha256:9858d17e2c534acc55f476f0a6bf4b3c174a5e013d245c288ff9ea64bcb8fc38

Observation 4b9d470f-e5b5-4f0d-97fd-ba321461d649 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:07.990695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:07.990695Z digest=sha256:32f41399ec6b2b4087e547d9b2e22d4c0c40fa06aea4ad690c8aa9931e6be6f3

Observation acce2b4d-ab36-4e2f-b029-dfb462fc6556 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:14.408462Z

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=2026-08-06T15:54:08.399354Z digest=sha256:3a4eda6e3ba1bd078bafc8e07a821939e5fa1f310e0cd3b875e8ac5292dfbc92

Observation 55e9877a-9189-4a49-bdc1-61c2db7048a5 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:14.102402Z

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=2026-08-06T15:54:08.646681Z digest=sha256:e03dcece98715ce53f344ee2e01ef6ff708ea3009f21dd81020bff088e8c7c0b

Observation aa719808-9e0a-4370-9086-434b448721f3 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:13.955739Z

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=2026-08-06T15:54:08.783659Z digest=sha256:f49bf728fd2f8d8ec1147678f01630033b6b9c996caad692851defd220e110a6

Observation 313c1c1d-f5ea-4c61-a695-aa836e44cfec · outbound

This paper cites In Proceedings of the ieee/cvf conference on computer vision and pattern recognition.

An Uncertainty-aware DETR Enhancement Framework for Object Detection In Proceedings of the ieee/cvf conference on computer vision and pattern recognition

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:54:14.277186Z

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=2026-08-06T15:54:08.563737Z digest=sha256:ceec1e06a21c90a3354a60d48641e326e656084355482f747709152cf3b78c33

Observation bf42a3e3-5a58-4b37-892f-de6b02bb6346 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:13.808261Z

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=2026-08-06T15:54:09.016352Z digest=sha256:4b9cd9b73b3bca52edc0b34eda439b4cc82636fa18b36503a090f4d31fb8dfa2

Observation fb6880b9-6f2e-4067-93be-e5a14cba1454 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:13.688555Z

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=2026-08-06T15:54:09.110813Z digest=sha256:b7963305979597b817ff50a5c7cf2475ba78b6fee3bcb13b665462cb30326c79

Observation 1d7e1ab2-5651-4e03-a657-f1f629f45716 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:08.875170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:08.875170Z digest=sha256:c0ed938d62f7736a4596c668c21ce62bf6bed267b8e7886bde43f4d68087d6d2

Observation 95428c3c-d402-45cf-b58d-a55636dfb010 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:09.338782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:09.338782Z digest=sha256:08d49cc8e2fa3692dd191e6af64b516ddab4aa9436777899ee5f5fb436d2a27a

Observation fe8fe791-c147-4c74-bcb8-9f916f674dae · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:09.444051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:09.444051Z digest=sha256:7c4c328c4f5907adbc49d5228ec0ae19e5a84fc6548411a0fa60fa2c6ac3726f

Observation 47590c0b-eab7-42af-9f7b-be93b4a62cb1 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:09.231007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:09.231007Z digest=sha256:420a4da8cbe7bac93e363ff430931361e5d43d613d957a57a628e34412dd6f87

Observation 7a6b0125-ce81-44eb-95da-716cd95f0ff5 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:13.505542Z

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=2026-08-06T15:54:09.676698Z digest=sha256:5dbfad29b5ea09820020a67cf61fcb47d717f02ffb93aef5e687a3fe9fe217f6

Observation 20970eb1-dc51-4ebf-82a2-b31776803840 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:09.782933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:09.782933Z digest=sha256:abfa54b1e5c1d0a240ad1d175747fa44d857dfe4a1eec6ceaa5b389f3b02fb2c

Observation 7cdfe626-0017-44e0-86a5-61d814e26505 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:09.561551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:09.561551Z digest=sha256:4e54fae1e18a8051b43a6decb0cef06d01fd9eab3cef9aeabdee574edf768d91

Observation 92d2de3f-dce3-4d97-8401-e6ed845712a7 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:13.203739Z

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=2026-08-06T15:54:10.007818Z digest=sha256:f0b18365cfa1034e5ba5175f8172df6621f3ec7de5f4d02af74397bd026c97e8

Observation fc0665a7-8cb4-4f4b-95d8-1516310c71e7 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:10.100457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:10.100457Z digest=sha256:32e010ca1103a5238f22752ba2f3f16068457a2a8fbe361284d02c1f030b5843

Observation f1a24e35-6e2f-4d74-9411-5d7a067b51cf · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:13.318129Z

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=2026-08-06T15:54:09.909398Z digest=sha256:96f3f3f4e40b4be8790754ac345657efa022c1d9051adca480b3116ed3e360f3

Observation 758013a4-8e76-479f-a900-4902e3652200 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:13.016678Z

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=2026-08-06T15:54:10.326266Z digest=sha256:4b412f83c7f3f60161573e54d9f1c3a4f3579d64cb0bb6cc2c9e74171c03fa80

Observation 942cb26d-2094-479a-b706-0cd59c4a882d · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:12.877888Z

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=2026-08-06T15:54:10.426435Z digest=sha256:7627c376d256707d32bcb53f169b96b03a0ca1d5fffdc18ca24ea9a69bf8c749

Observation f4221dc8-7556-4e4b-bb5d-f4a889bdbc9e · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:10.213109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:10.213109Z digest=sha256:eeed413b59dbe90ce4060070bf5b7f9d74a06d54381ac3b0f008ff43373bd404

Observation 727e33d5-0aab-426c-bb8a-7210c54d2575 · outbound

This paper cites YOLOv10: Real-Time End-to-End Object Detection.

An Uncertainty-aware DETR Enhancement Framework for Object Detection YOLOv10: Real-Time End-to-End Object Detection

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:10.581180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:10.581180Z digest=sha256:cf42e9dd2526116f228110ac7ba07ad2db62bbc5bd57e3acc18a7ad4017ea930

Observation f46f786a-c11f-46b6-84e6-2027d1319461 · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:12.733825Z

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=2026-08-06T15:54:10.676911Z digest=sha256:c3a74bae57fe432ee46f0141d07c083c7a654a512a13ca66fd77d7b4aa0d4965

Observation 6af53589-59d3-40e6-8310-952c402d190c · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:10.517490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:10.517490Z digest=sha256:ede73c3b009c76d04dbcadfcc0e956c2a19736d7bca40071cb1366a95cbf5f2f

Observation 93393a61-5cb7-4438-bc66-2025f08a156d · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:12.425476Z

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=2026-08-06T15:54:10.853847Z digest=sha256:15ec05ee43ec30027d576542c0022dd5daf5b278f16e77eef5b14ddd9fa4d69a

Observation be3bf902-f0cf-4297-9197-d655bf0546b7 · outbound

This paper cites A Normalized Gaussian Wasserstein Distance for Tiny Object Detection.

An Uncertainty-aware DETR Enhancement Framework for Object Detection A Normalized Gaussian Wasserstein Distance for Tiny Object Detection

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:10.926327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:10.926327Z digest=sha256:d74d4e716a6823fe52d1b78b45a72fadbc8f1cc560db53777a4433b8f295867e

Observation 8ec39c44-d5d2-485d-8c32-bef249675c2e · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:12.603345Z

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=2026-08-06T15:54:10.754089Z digest=sha256:76a2f620bd4b3a28968ccf870c6e93ac59508fb303d4cf3fbb16d042192ba108

Observation 412fd9ab-a20f-4d5e-b81a-5784029bd96d · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:12.081881Z

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=2026-08-06T15:54:11.049980Z digest=sha256:f953a8e423d7d9bf0dabb61f995b242e7a345e1f684ebac52c12656d4793d98b

Observation 448134b2-d354-49f2-83e4-899d38d2021d · outbound

This paper cites DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.

An Uncertainty-aware DETR Enhancement Framework for Object Detection DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:11.204483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:11.204483Z digest=sha256:1bac9a0c4c57060cece6ce9aed0128c08eb51586ef5fa1a6c6779ae7c39fa89c

Observation 208e0a35-b304-49d2-b797-00c256124d2c · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:54:12.216829Z

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=2026-08-06T15:54:10.990150Z digest=sha256:7a14249acb0a5f78555d64afc8f388a1842748bbf27ab1084567776f736b0f3b

Observation 078e0ad4-543f-46ad-a232-6bf8a8ce5efb · outbound

This paper cites Deformable DETR: Deformable Transformers for End-to-End Object Detection.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Deformable DETR: Deformable Transformers for End-to-End Object Detection

Reference 40

Resolution
malformed identifier
no resolver link, observed 2026-08-06T15:54:11.469409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:11.469409Z digest=sha256:ac28cce3fbf9705d681bfecb8c2d19e13f6ebe672d14ac59a2ef0c23d6dc5474

Observation 7c2b351d-5cd4-4683-971d-d5fe65fd15ec · outbound

This paper cites an unresolved cited work.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:11.307659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:11.307659Z digest=sha256:05f3a667f6e4a2f97a7ff94dd31d6b73bbfa3e43baf095a1a74524089c67b922

Observation bff5709f-cc89-49de-b0fa-356fdc448e5c · outbound

This paper cites In Proceedings of the AAAI conference on artificial intelligence , Vol.

An Uncertainty-aware DETR Enhancement Framework for Object Detection In Proceedings of the AAAI conference on artificial intelligence , Vol

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:54:11.781202Z

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=2026-08-06T15:54:11.404725Z digest=sha256:c70b63104cef891023067877c37736a1754d0781fa002ee8f1a91f9e1b53b17f

Observation 636eab78-254c-4d59-904b-6591f36adb84 · outbound

This paper cites In International conference on machine learning.

An Uncertainty-aware DETR Enhancement Framework for Object Detection In International conference on machine learning

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:54:11.934368Z

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=2026-08-06T15:54:11.134208Z digest=sha256:070028ede26cf98029c6144b1620d48166b4653bd23e305856a6d44f66e6395e

Observation a1e6beb0-4b25-4c89-8491-9f75d9f8d60f · outbound

This paper cites Align-DETR: Enhancing End-to-end Object Detection with Aligned Loss.

An Uncertainty-aware DETR Enhancement Framework for Object Detection Align-DETR: Enhancing End-to-end Object Detection with Aligned Loss

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T15:54:06.731046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:54:06.731046Z digest=sha256:dcf7f46fefc32092ff5a2c8b961bae1fd36ee33ec7ae86b062654be223ef1e98

Pith citing papers

No inbound Pith citation observations are available.