Paper Citation Record · LEDGER

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time

As of 18 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2412.03986.

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

pith.paper-citation-record.v1
2412.03986 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:57:53.885619Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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 fuzzy20
unresolved18
parse uncertain0
malformed identifier1
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2789a24-cc57-426d-9242-135e8bcc4db1 · outbound

This paper cites International Journal of Computer Vision 129(11), 3119–3135 (2021).

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time International Journal of Computer Vision 129(11), 3119–3135 (2021)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.687956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0bd810b-40a2-4826-b66c-bf3323d1b89d · outbound

This paper cites YOLOv4: Optimal Speed and Accuracy of Object Detection.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time YOLOv4: Optimal Speed and Accuracy of Object Detection

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.692931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d373d80-e889-4cb4-94bf-6a22be47f936 · outbound

This paper cites an unresolved cited work.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:57:54.811633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 91fc2485-dc62-4f85-8375-9cc27c133334 · outbound

This paper cites In: European conference on computer vision.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time In: European conference on computer vision

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.702519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3bfdefa-7765-48a2-acd8-ce81193ffa40 · outbound

This paper cites SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.708316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3125ee8c-4ebb-44c1-a94e-ec43e55ca605 · outbound

This paper cites YOLO-World: Real-Time Open-Vocabulary Object Detection.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time YOLO-World: Real-Time Open-Vocabulary Object Detection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.712794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78308500-f2b6-4d5b-a0a0-f16d8a3c5df5 · outbound

This paper cites an unresolved cited work.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:57:54.787209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1a295b67-7357-4e6e-b290-03d439b821aa · outbound

This paper cites In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.773158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation da8ed856-37d6-4240-b580-9e0e20d19cdc · outbound

This paper cites In: Advances in Neural Information Processing Systems.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time In: Advances in Neural Information Processing Systems

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.757772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a9b90ccc-7982-42c5-8109-dd6c12449847 · outbound

This paper cites VOS: Learning What You Don't Know by Virtual Outlier Synthesis.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time VOS: Learning What You Don't Know by Virtual Outlier Synthesis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.733223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8da1e521-205b-4a9b-a734-08fae4fecb47 · outbound

This paper cites Eng- land: John Wiley & Sons Ltd pp.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Eng- land: John Wiley & Sons Ltd pp

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.742386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 44dec50d-9e8e-4fa6-b7e1-32d001ff6ebf · outbound

This paper cites ICCV (2023).

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time ICCV (2023)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.727739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 74d23b1a-4afe-4d91-85b7-50cee9ddcc05 · outbound

This paper cites IEEE Internet of Things Journal 9(10), 7572–7595 (2021).

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time IEEE Internet of Things Journal 9(10), 7572–7595 (2021)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.713415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 257effaa-ff86-4a97-ba1d-f907631f4387 · outbound

This paper cites YOLOX: Exceeding YOLO Series in 2021.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time YOLOX: Exceeding YOLO Series in 2021

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.754226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd087e2c-ee08-450c-8c91-54606971d152 · outbound

This paper cites Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019-June, 5351–5359 (2019).

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019-June, 5351–5359 (2019)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.759169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 652790fb-a8d1-411d-8c35-e93037f386c0 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.698753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d3edbd65-dd26-44fa-92e2-fb6daab80bf5 · outbound

This paper cites an unresolved cited work.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:57:54.684609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f0fb0003-f7a3-4b4a-a29c-4e95746494b3 · outbound

This paper cites In: The Eleventh International Conference on Learning Representations (ICLR) (2023), https://openreview.net/forum?id=W-nZDQyuy8D.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time In: The Eleventh International Conference on Learning Representations (ICLR) (2023), https://openreview.net/forum?id=W-nZDQyuy8D

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.670919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b8066efb-a6af-4423-809d-0f1a95115d11 · outbound

This paper cites an unresolved cited work.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:57:54.656478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6ea9d9ad-d320-47cc-9953-19e9bca47645 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.643464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 044c5c5d-d871-4a47-b3c5-a1e50a4a8d4e · outbound

This paper cites IEEE Robotics and Automation Letters7, 5453–5460 (2021).

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time IEEE Robotics and Automation Letters7, 5453–5460 (2021)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.628803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8ff2e60a-faaf-49d1-884c-213727297249 · outbound

This paper cites an unresolved cited work.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:57:54.613840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 44e68199-2e67-4644-aea7-979ee31e1cf1 · outbound

This paper cites Extending One-Stage Detection with Open-World Proposals.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Extending One-Stage Detection with Open-World Proposals

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T21:57:54.268486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4e1984b1-4b8c-4444-a3a7-e12a94ebdb35 · outbound

This paper cites In: Experimental Robotics: The 10th International Symposium on Experimental Robotics.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time In: Experimental Robotics: The 10th International Symposium on Experimental Robotics

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.599345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 13fc54e4-4d85-48e9-b6da-0a97205ecd6a · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.585131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d700a51c-d1d4-4632-82aa-599b3470cbcd · outbound

This paper cites European conference on computer vision pp.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time European conference on computer vision pp

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.569010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a426f8df-68d3-44df-ae05-0ff8efda3254 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.814130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 990a15ac-a7ca-4058-b7d1-d8fafbd6fdf5 · outbound

This paper cites Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation

Reference 28

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T21:57:54.224150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation df30c601-a6d8-4123-a651-402686dc4902 · outbound

This paper cites Blog Entry (2022).

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Blog Entry (2022)

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.550408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 667d9dd7-1e07-43e2-a40a-26a286ff285a · outbound

This paper cites Unmasking Anomalies in Road-Scene Segmentation.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Unmasking Anomalies in Road-Scene Segmentation

Reference 30

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T21:57:54.203290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 159c6bb0-af1e-45d0-9d5d-61da64e3f45f · outbound

This paper cites IEEE transactions on pattern analysis and machine intelli- gence 39(6), 1137–1149 (2015).

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time IEEE transactions on pattern analysis and machine intelli- gence 39(6), 1137–1149 (2015)

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.536078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 59f6c102-c669-4da4-8052-9bb3375420d8 · outbound

This paper cites ECCV’12: Proceedings of the 12th European conference on Computer Vision - V olume Part V Part V (Chapter 54), 746–760 (2012).

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time ECCV’12: Proceedings of the 12th European conference on Computer Vision - V olume Part V Part V (Chapter 54), 746–760 (2012)

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.522073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1e63c4ab-949f-4ed0-a155-4e1b770610ce · outbound

This paper cites a talk at the Stanford Artificial Project in pp.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time a talk at the Stanford Artificial Project in pp

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.508280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 325f125f-8d85-4136-8f29-44562c407217 · outbound

This paper cites Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes

Reference 34

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T21:57:54.184415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3bc8e06c-33ba-4d66-afa6-542b50da327c · outbound

This paper cites FCOS: Fully Convolutional One-Stage Object Detection.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time FCOS: Fully Convolutional One-Stage Object Detection

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.852142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 304d6912-0ab4-4eea-91f1-d5254cac07e3 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision pp.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Proceedings of the IEEE/CVF International Conference on Computer Vision pp

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.493564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d77f03b4-243c-495d-b5cb-c09b7a06d061 · outbound

This paper cites Machine Intelligence Research pp.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Machine Intelligence Research pp

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.481079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e9a7e258-ce5a-4d7e-8cad-cf44f7f89cd1 · outbound

This paper cites Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition pp.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition pp

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.866225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5317a08b-bae3-4098-9c09-14338d3495f8 · outbound

This paper cites Pattern Recognition 148, 110152 (2024).

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time Pattern Recognition 148, 110152 (2024)

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.870166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 796b6b53-88e2-4655-bc07-7fd78b25d2b3 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.465092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bb6e3933-d67d-4a6a-8a65-ab663a9a71c2 · outbound

This paper cites In: International Conference on Learning Representations (2018), https: //openreview.net/forum?id=r1Ddp1-Rb.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time In: International Conference on Learning Representations (2018), https: //openreview.net/forum?id=r1Ddp1-Rb

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:57:54.452180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 869862ff-8327-428a-81d7-7f2e80090a9d · outbound

This paper cites An Open and Comprehensive Pipeline for Unified Object Grounding and Detection.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time An Open and Comprehensive Pipeline for Unified Object Grounding and Detection

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T21:57:53.881834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d50fa56c-5bc7-4455-ac89-3e137b06a6a9 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recogni- tion.

UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recogni- tion

Reference 43

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T21:57:54.438619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.