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Paper Citation Record · LEDGER

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection

As of 12 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 4 inbound Pith citation observations for arXiv:2411.17761.

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

pith.paper-citation-record.v1
2411.17761 v2

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:40:06.375267Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T18:54:24.509706Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T18:55:00.080929Z

Reference resolution

71 of 71 outbound references displayed

  • verified exact0
  • verified fuzzy53
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 80bbe55e-3e71-4d36-b2ec-ac57cdb230e0 · outbound

This paper cites Towards optimal strategies for training self-driving perception models in simulation.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Towards optimal strategies for training self-driving perception models in simulation

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation bdc941c1-9fb5-4ceb-bd52-cac5f848f95a · outbound

This paper cites Introducing the next generation of claude.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Introducing the next generation of claude

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 3d6e0a1d-b439-48dd-99a1-8be80aa4a96c · outbound

This paper cites Transfu- sion: Robust lidar-camera fusion for 3d object detection with transformers.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Transfu- sion: Robust lidar-camera fusion for 3d object detection with transformers

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation bc2b3441-705b-4749-b093-31bef99fb838 · outbound

This paper cites Nieto, Roland Y.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Nieto, Roland Y

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.090555Z digest=sha256:3942590d1a303a97876318156a26bf00fec92870f83630ad69fb2f3fb18326b3

Observation d3fe9913-42b9-4a8c-9955-fe975dcc3364 · outbound

This paper cites Marius Zöllner.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Marius Zöllner

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.095809Z digest=sha256:c2ec29354be62bee782d6472b6ae270d190973baa5cf7f284905ceb823c83be6

Observation 36a68fec-1b24-4676-9849-c836e8080266 · outbound

This paper cites Fast range image-based segmentation of sparse 3d laser scans for online operation.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Fast range image-based segmentation of sparse 3d laser scans for online operation

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.100931Z digest=sha256:7469ebaf0853db54fd20587f5b8e32de0619da153c79d9b7611b5e74149c91b6

Observation 70f4129f-34b0-4b4d-a2c1-78de0559e0d5 · outbound

This paper cites Carla simulated data for rare road object detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Carla simulated data for rare road object detection

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.105453Z digest=sha256:0d0239244cbfee5bb7630dc0834350e4021b5d0bfb1afb390f4eff2bd2a03224

Observation 859bb8b4-5d1c-4862-a4b8-6fff0e2d3fc9 · outbound

This paper cites Nuscenes: A multimodal dataset for autonomous driving.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Nuscenes: A multimodal dataset for autonomous driving

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.109386Z digest=sha256:7b6a12f5640674c7451e3a895206ce024e06cbf6057710aa24e781780a13d5ad

Observation 258ae9b8-601a-4e42-9b65-5e0cee2861f8 · outbound

This paper cites Coda: Collaborative novel box discovery and cross-modal alignment for open-vocabulary 3d object detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Coda: Collaborative novel box discovery and cross-modal alignment for open-vocabulary 3d object detection

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.113644Z digest=sha256:4c59194a32719fd72e13cac95cd3399e2999fec1f2a038ff9267a80b6158575e

Observation 02590ffa-345c-4e53-943a-76962b317cc8 · outbound

This paper cites End-to-end object detection with transformers.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection End-to-end object detection with transformers

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.117766Z digest=sha256:24fe4749d027915a7f69cfaa873d0ec244f6da50a9fb3b07c001eb4e193bb275

Observation 31c259f4-75f3-4709-9fd1-f092c7e9f856 · outbound

This paper cites Emerging properties in self-supervised vision transformers.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Emerging properties in self-supervised vision transformers

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.122158Z digest=sha256:d9a18a71b74d714418461e39cf414c767722b5bc069c62ed03028fb831fe997e

Observation d3b05faa-7998-4592-adc8-d987d79e97c7 · outbound

This paper cites Segmentmeifyoucan: A benchmark for anomaly segmentation.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Segmentmeifyoucan: A benchmark for anomaly segmentation

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.126524Z digest=sha256:9d0b4bc764e459d8acf07b904eff68f310632666af90aa8ee75f72036992013d

Observation 8d5121bc-3c7c-4103-ac1f-5a947c6274ca · outbound

This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.131152Z digest=sha256:c3f9ff7480d0282f03af325dd6159e7dacab1f3c0d0436e29459400c779cf2ac

Observation f63af174-996c-4ef7-bb23-7f521e05bf8b · outbound

This paper cites Yolo-world: Real-time open-vocabulary object detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Yolo-world: Real-time open-vocabulary object detection

Reference 14

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raw_fallback, observed 2026-08-12T12:40:07.153593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.136148Z digest=sha256:d5dc6bf06d83a401d5aaa9c31fc0396b931055b026e59942d4b6ae604a5655c4

Observation a86511d4-2183-4e99-b7fc-91afc74e4590 · outbound

This paper cites Generative region-language pretraining for open-ended object detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Generative region-language pretraining for open-ended object detection

Reference 15

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raw_fallback, observed 2026-08-12T12:40:07.140811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.140721Z digest=sha256:a11b12c538a2b2598e8b5213fde1ffa7b02168e88be08a3f3baca0faa2c47c45

Observation 09a9b2b9-8f31-4343-8c38-ea003af27c02 · outbound

This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Scannet: Richly-annotated 3d reconstructions of indoor scenes

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.145015Z digest=sha256:a44368906b3c8694cee8f9cc3a0ecb8a6e7aed432b8185064c567caea192bd30

Observation 6c951750-702f-4a96-b261-49111bebba7b · outbound

This paper cites CARLA: An open urban driving simulator.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection CARLA: An open urban driving simulator

Reference 17

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raw_fallback, observed 2026-08-12T12:40:07.118674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.149420Z digest=sha256:32cb7dab7cfb38a9769dce552eaad06627369f9ec8a0d1068006917d8ef885ac

Observation abd806a4-94b8-46e3-9e97-32d7ff7da2a6 · outbound

This paper cites Find n’ propagate: Open-vocabulary 3d object detection in urban environments.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Find n’ propagate: Open-vocabulary 3d object detection in urban environments

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.154306Z digest=sha256:1bbd02005c3ac33adb453004bd97270ed2f718f0c64b2744b3f1ac0e83729c8c

Observation 2ae5f22a-28f0-4120-8070-36248ab61da2 · outbound

This paper cites Muad: Multiple uncertainties for autonomous driving, a benchmark for multiple uncertainty types and tasks.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Muad: Multiple uncertainties for autonomous driving, a benchmark for multiple uncertainty types and tasks

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.161664Z digest=sha256:246c4fbe40612732e629b3eaf839df5f91b8ea8ead269ab99926587776dc4a76

Observation c65cf6c0-e1be-48f1-ad60-ba42ae66e3ac · outbound

This paper cites Are we ready for autonomous driving? the kitti vision benchmark suite.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Are we ready for autonomous driving? the kitti vision benchmark suite

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.166945Z digest=sha256:73aa48f07a4d7d40492e4a61715a10b8c050e68af8d1b5deebd225a8014ae779

Observation 61b6ee6c-c336-46c6-9ef1-af7e99157da1 · outbound

This paper cites Dense open-set recognition with synthetic outliers generated by real nvp.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Dense open-set recognition with synthetic outliers generated by real nvp

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.171035Z digest=sha256:d4e70ff4c7c3ce3a383d6c04909aacd0d9016d023053aed4bb41bcc2396ffbb9

Observation 69dfd6cb-0dd6-46e0-9584-b70a003acf64 · outbound

This paper cites Open-vocabulary object detection via vision and language knowledge distillation.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Open-vocabulary object detection via vision and language knowledge distillation

Reference 22

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source=pdf_text observed=2026-08-12T12:40:06.175556Z digest=sha256:4b3dd09d3f24b4ae58d22c492212f84ce73c14161e7998ca3e926c811b3e421c

Observation a8272451-06ae-403d-a64b-eca19d803ff1 · outbound

This paper cites Lvis: A dataset for large vocabulary instance segmentation.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Lvis: A dataset for large vocabulary instance segmentation

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.181254Z digest=sha256:18398163c236fe438c1250408eb7f7db0fee0f68db29ce3d77d675817517472d

Observation 6417e931-421f-4023-bde5-2c200f06858a · outbound

This paper cites Mask r-cnn.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Mask r-cnn

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.185389Z digest=sha256:e0fd99ba4e1d72f3de640040ca73b8186afba946504cacfa100c07cf450ebba3

Observation 23ceee18-d7ae-428a-8812-73e164bd09e5 · outbound

This paper cites Scaling out-of-distribution detection for real-world settings.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Scaling out-of-distribution detection for real-world settings

Reference 25

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raw_fallback, observed 2026-08-12T12:40:07.022177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.188882Z digest=sha256:f428b5ed8830901bde37f2f91f5c209eb78e9c57e181467f3d529c9f9377fabf

Observation bdb23db6-3252-4285-bf4b-a5344f91534f · outbound

This paper cites BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.193314Z digest=sha256:ab1574428ac0792a8c7fa67d3a85a0839a25d676711b7426d6f2182aa0f0f3e1

Observation 5e5541e5-a1a8-4f2d-ae64-61d6c4d6ca93 · outbound

This paper cites BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.198685Z digest=sha256:b386f13a969730f7076068c76b444bb2defd028e4daafda0b010ddaf55ac69b3

Observation aa92646d-0aa1-42f4-ba17-2131916fe0ab · outbound

This paper cites Da-bev: Unsupervised domain adaptation for bird’s eye view perception.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Da-bev: Unsupervised domain adaptation for bird’s eye view perception

Reference 28

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raw_fallback, observed 2026-08-12T12:40:07.007796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.202742Z digest=sha256:33a45252530a7c551766df457070d2949d82e2964b25b85b5578880fe08b1971

Observation 58f7c0f5-723a-491f-a83a-a3778e3800da · outbound

This paper cites Unlocking textual and visual wisdom: Open- vocabulary 3d object detection enhanced by comprehensive guidance from text and image.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Unlocking textual and visual wisdom: Open- vocabulary 3d object detection enhanced by comprehensive guidance from text and image

Reference 29

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raw_fallback, observed 2026-08-12T12:40:06.992396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.207347Z digest=sha256:f969b62b36c2e34d01ca9abaf34315fd1e8bb245d0091a68de30864fea1677aa

Observation 049db988-655b-4e24-b4ec-86afc0d7ef0a · outbound

This paper cites Multi-modal classifiers for open-vocabulary object detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Multi-modal classifiers for open-vocabulary object detection

Reference 30

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raw_fallback, observed 2026-08-12T12:40:06.976704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.211832Z digest=sha256:21b2c02798a3a19249e6abb786425e39498dd6dc7157e521f6ea41da1b1342d4

Observation 1e1d989f-94ff-49d5-863f-bf12640756b9 · outbound

This paper cites Crash to not crash: Learn to identify dangerous vehicles using a simulator.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Crash to not crash: Learn to identify dangerous vehicles using a simulator

Reference 31

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raw_fallback, observed 2026-08-12T12:40:06.962959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.215975Z digest=sha256:874bae0bafe65027e3c17de136ffbf24cfd9ac2718b069a9a061c5ee2ac5aa83

Observation 5eb338a7-c29c-41ce-8238-fa5c1c6a5861 · outbound

This paper cites Segment anything.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Segment anything

Reference 32

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no resolver link, observed 2026-08-12T12:40:06.220726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.220726Z digest=sha256:8d29cd9e048bc76cb4f0cfe11795d37dd5aeec69fca1bb26d61f6266c60411ea

Observation 2ff2a57e-40b6-40de-a893-26a90b9ad75e · outbound

This paper cites Coda: A real-world road corner case dataset for object detection in autonomous driving.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Coda: A real-world road corner case dataset for object detection in autonomous driving

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.225674Z digest=sha256:3f1271cf711acbddc8faaa7064650fdd90640e27d47442fdd3bdacda01bc0a4b

Observation e9ae94b6-3141-47dd-9c12-a055307fc88d · outbound

This paper cites Grounded language-image pre-training.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Grounded language-image pre-training

Reference 34

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raw_fallback, observed 2026-08-12T12:40:06.932981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.229518Z digest=sha256:53302b4a32bbfb632341ac3df9f9e03c7d82ff21483bc2f81dd0e67921ab0df6

Observation 1ef5cbb7-016a-4659-bf42-3bf104700132 · outbound

This paper cites Bevstereo: Enhancing depth estimation in multi-view 3d object detection with dynamic temporal stereo.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Bevstereo: Enhancing depth estimation in multi-view 3d object detection with dynamic temporal stereo

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.921721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.234310Z digest=sha256:73b9b83ba75a97fb61ed7af9173bce0c9c739bc9d53915d4d40f87d9af481393

Observation 9845bea4-e3f7-4723-8072-879313701332 · outbound

This paper cites Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal trans- formers.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal trans- formers

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.896472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.238516Z digest=sha256:7b79fc34b27a6ffa9f56da9c7b72e4874afeaddc637968a6922e826b98a2f75a

Observation ef0e3577-30f8-45f3-b271-b463a6e525f7 · outbound

This paper cites Bevfusion: A simple and robust lidar-camera fusion framework.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Bevfusion: A simple and robust lidar-camera fusion framework

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.882608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.243204Z digest=sha256:e564d0fa758fffbdd2e6ca01dbf7c33ab479685ce5500b58901e6bc6201c1fe2

Observation ab01812d-9c6e-4af9-96aa-cd2dd53c70bb · outbound

This paper cites Microsoft coco: Common objects in context.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Microsoft coco: Common objects in context

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-12T12:40:06.248364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.248364Z digest=sha256:540bae809735bf9b461b572cbdfee678e42e62eea63552a7509af80cfcfea0c7

Observation 45605e66-959f-4aee-8197-2777d59e9b3b · outbound

This paper cites Training-free open-ended object detection and segmentation via attention as prompts.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Training-free open-ended object detection and segmentation via attention as prompts

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.861637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.252349Z digest=sha256:74b53530d66487963fe0df2749baaaf8bf21c94f6158d23f663e08fb73681cee

Observation af84ef9b-1ac3-49c7-b7fe-d10ecfc7f957 · outbound

This paper cites Sparsebev: High-performance sparse 3d object detection from multi-camera videos.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Sparsebev: High-performance sparse 3d object detection from multi-camera videos

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.849724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.256119Z digest=sha256:156fc68950fc3cab4566667f0458672b3b0a2f061dc853f0981f01e6c1a3f77c

Observation 4f1a1aed-67c1-46a9-8057-cab1e22ec6d9 · outbound

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

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T12:40:06.260171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.260171Z digest=sha256:4e960aaa9715e37e79e705d6ed691415d55d5d05dcfba230d6cee41fa26d5fe6

Observation 01f4bce6-53be-4db4-93e3-677831273678 · outbound

This paper cites Open-vocabulary point-cloud object detection without 3d annotation.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Open-vocabulary point-cloud object detection without 3d annotation

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.836726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.264479Z digest=sha256:05cb954966d7959cc3dd7313ae7cba5675a0721bc1890e2600d1ffa073fa8871

Observation 1aa8e7e5-8050-4c3c-893d-9c0e6c942b91 · outbound

This paper cites Codet: Co-occurrence guided region-word alignment for open-vocabulary object detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Codet: Co-occurrence guided region-word alignment for open-vocabulary object detection

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.820011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.268269Z digest=sha256:1a5d85f0ca09532b2a6a91a9bd3bd757046602a1f00a70a07bfc50ee551852e2

Observation 15540b8d-aff8-4e38-b5b6-664796e6305f · outbound

This paper cites Two video data sets for tracking and retrieval of out of distribution objects.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Two video data sets for tracking and retrieval of out of distribution objects

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.808480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.271809Z digest=sha256:8562b6ade51bbbdfe16684562bd72dc7e6b5a797977ef0a7cc6743330e11df70

Observation 8fe5d9ab-f3cb-4c91-bada-e81622b3dadf · outbound

This paper cites One million scenes for autonomous driving: Once dataset.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection One million scenes for autonomous driving: Once dataset

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.796122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.275534Z digest=sha256:5b5d14daa768e7b96a25e76b694ef26fcd7b370a15332da4746c081e4cc317aa

Observation 01aed126-0a1d-4140-8fb9-94a26fdce2fa · outbound

This paper cites Scaling open-vocabulary object detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Scaling open-vocabulary object detection

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.783695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.279341Z digest=sha256:8b783fc11114025c5fa7204a85b4b0878ebde266c43b3b5344085661204dc25d

Observation 4be712e0-0482-4b5e-992c-1264b6f51007 · outbound

This paper cites Gpt-4v(vision) system card.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Gpt-4v(vision) system card

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.771919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.282897Z digest=sha256:d1e15decd942feb4e9840a3384f75686cde896eae727772a47c408952c301a7e

Observation 1a0be19e-fd03-4e91-8e94-22fae0098b8c · outbound

This paper cites Lost and found: detecting small road hazards for self-driving vehicles.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Lost and found: detecting small road hazards for self-driving vehicles

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.759726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.286658Z digest=sha256:5639817aac199e2ac7e884bc44ddc7b16f24979b59a0bf3010ba70cec6894294

Observation 9495b554-c279-4eb6-935f-3c498ab7c049 · outbound

This paper cites Pointnet: Deep learning on point sets for 3d classification and segmentation.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Pointnet: Deep learning on point sets for 3d classification and segmentation

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-12T12:40:06.290181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.290181Z digest=sha256:b37040239d24be995bf4e529d06c05a99fb1eb7a0b522c82b9a05deb8b7792a6

Observation b3a43923-0976-4301-b4c7-d6d4c62f595b · outbound

This paper cites Learning transferable visual models from natural language supervision.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Learning transferable visual models from natural language supervision

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.733649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.293987Z digest=sha256:5de015d0bd0b84afc506bf4a5f73b705cf25d02ed5fdeb4bd0dc58cd21c3504a

Observation a10775f5-e7bd-4298-ade1-d0d8494c42e0 · outbound

This paper cites Objects365: A large-scale, high-quality dataset for object detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Objects365: A large-scale, high-quality dataset for object detection

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.715749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.298768Z digest=sha256:efc09fb28eb8be55c93408370631e5e71c86f8732f514ef1b6cdd2fe12438376

Observation d5381e55-73b0-4274-b82f-5666fd2749e9 · outbound

This paper cites Sun rgb-d: A rgb-d scene understanding benchmark suite.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Sun rgb-d: A rgb-d scene understanding benchmark suite

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.699782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.302322Z digest=sha256:d785e3e3659c6425ca5b64d3d11c644a7009154e30073b9a259fd4c6c7c9e9dd

Observation a90dbffb-c1e3-4ca2-9e38-736c2577c8e3 · outbound

This paper cites Scalability in perception for autonomous driving: Waymo open dataset.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Scalability in perception for autonomous driving: Waymo open dataset

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-12T12:40:06.305802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.305802Z digest=sha256:c4bdf7b930e14bd582265a11d62d87857acaa391589eccf70d10d17c13d26658

Observation 9abc9fb1-f11b-41bd-b566-31ce0da8455b · outbound

This paper cites Detecting everything in the open world: Towards universal object detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Detecting everything in the open world: Towards universal object detection

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.674524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.310010Z digest=sha256:5bb34489a9ef9cc8096916b1892a9109c04971483defeea8270dfc8adedc52f1

Observation 5a0160af-3ce0-4cbc-b5d7-c67b04fd74f2 · outbound

This paper cites Ov-uni3detr: Towards unified open-vocabulary 3d object detection via cycle-modality propagation.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Ov-uni3detr: Towards unified open-vocabulary 3d object detection via cycle-modality propagation

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.662369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.313617Z digest=sha256:a40cce573214053e33efb9057da94d2c2778898384d1bab865e1404371ad24e2

Observation 26eaac8f-a540-4d45-b858-75f1a39e7995 · outbound

This paper cites Argoverse 2: Next generation datasets for self-driving perception and forecasting.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Argoverse 2: Next generation datasets for self-driving perception and forecasting

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.651533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.317637Z digest=sha256:a0a7c9458230d66208f257bb98dc09cd6a705eaff7f5aca9767848836415687b

Observation ae5c6fd3-9f8e-473c-a778-ea0bca0bfea6 · outbound

This paper cites Aligning bag of regions for open-vocabulary object detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Aligning bag of regions for open-vocabulary object detection

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.639185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.322029Z digest=sha256:73895377c18e7597550f63bd06e0f049abc11fd0484462d3dd9bc76864896a28

Observation 626f8e5f-20cf-4b6f-a8fb-59f8d4f54ce9 · outbound

This paper cites Clim: Contrastive language-image mosaic for region representation.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Clim: Contrastive language-image mosaic for region representation

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.624358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.326557Z digest=sha256:3e8617ba5f463faadad60cbe7e011bee132d61db4b956f113713fe2cc8d3382d

Observation 1b9aa04a-a2d9-483c-9157-48653aaf7d4c · outbound

This paper cites Henet: Hybrid encoding for end-to-end multi-task 3d perception from multi-view cameras.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Henet: Hybrid encoding for end-to-end multi-task 3d perception from multi-view cameras

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.610056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.330220Z digest=sha256:1f9505d72804ed1526803168e7cdbf879386f51b4b49cd1380d1ddfd1034412b

Observation e13066e3-633d-4a7e-8c8b-8c59a7fa1863 · outbound

This paper cites Multi-modal queried object detection in the wild.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Multi-modal queried object detection in the wild

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.597072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.334874Z digest=sha256:1fad62a1eb6e1ac7e4727a1717b993ead49aa789543ba126ce4114868143c99a

Observation 9068b9e2-78b2-465b-8173-abf5bae53796 · outbound

This paper cites Bevformer v2: Adapting modern image backbones to bird’s-eye- view recognition via perspective supervision.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Bevformer v2: Adapting modern image backbones to bird’s-eye- view recognition via perspective supervision

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.583262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.338514Z digest=sha256:6f6ab4d270cfa92785d07d30ed443d8acdece9108c48f599cc5e0cfab538ded0

Observation 15df2f48-1229-4eb4-b729-22445f91eeec · outbound

This paper cites Generalized out-of-distribution detection: A survey.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Generalized out-of-distribution detection: A survey

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.570302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.342064Z digest=sha256:602ad187180f45bc558fe1560b9803e9e70853ceaeb6f1d959a4d63356da17f1

Observation f8545b23-57bb-430c-bb1b-4aa6047fd21c · outbound

This paper cites Depth anything: Unleashing the power of large-scale unlabeled data.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Depth anything: Unleashing the power of large-scale unlabeled data

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-12T12:40:06.345559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.345559Z digest=sha256:2b3dcf5e6459040aadec85fa8bd7e747b7b5b0ae226caf62bba343093bb8fe12

Observation e2010aca-53af-4792-bb26-6d2554b06cc5 · outbound

This paper cites Imov3d: Learning open vocabulary point clouds 3d object detection from only 2d images.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Imov3d: Learning open vocabulary point clouds 3d object detection from only 2d images

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.545396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.349171Z digest=sha256:a1759b8c6c09acf7e3b029fdf28993a1e1a72104126038d445ef8cb562f14842

Observation 68143b27-ac88-4cc3-865b-917f30e0ab51 · outbound

This paper cites Detclipv3: Towards versatile generative open-vocabulary object detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Detclipv3: Towards versatile generative open-vocabulary object detection

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.529778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.352756Z digest=sha256:7fefa83e2e391db72d0fb215ec183848010656922b1f34b0a6e3505d2bb1c34b

Observation 7fd93971-fc9e-4d1a-afc7-67d5866db9b3 · outbound

This paper cites Center-based 3d object detection and tracking.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Center-based 3d object detection and tracking

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.512726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.357269Z digest=sha256:891e58f872f910fd62c64a796bd931db2a5d12ad3bcdc325f236bbbf69d97083

Observation ceb0f4fa-e0e7-48cf-9284-663a461e7d6d · outbound

This paper cites Open-vocabulary object detection using captions.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Open-vocabulary object detection using captions

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-12T12:40:06.361243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.361243Z digest=sha256:ee2d74ac4114ef073f4138f29e493078b362c3b0296b4c55699f445cc8c2d289

Observation 41bf9486-4562-4037-bc19-f094688cd458 · outbound

This paper cites Fm-ov3d: Foundation model-based cross-modal knowledge blending for open-vocabulary 3d detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Fm-ov3d: Foundation model-based cross-modal knowledge blending for open-vocabulary 3d detection

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.488463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.364567Z digest=sha256:3ea26e46c02703e6e45d68e046eb0bf2ca11a66c779d70a39fe6febd35a861a5

Observation cd674cd8-9d19-45ad-96b9-150319190a38 · outbound

This paper cites A simple framework for open-vocabulary segmentation and detection.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection A simple framework for open-vocabulary segmentation and detection

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-12T12:40:06.368165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T12:40:06.368165Z digest=sha256:3f5553e9e36f8063ea346a3ec81bc47c0fff515463544d3ccfa262b3eaf88f57

Observation f20a9554-693e-4c00-8dff-fb23c6b18960 · outbound

This paper cites Detecting twenty- thousand classes using image-level supervision.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Detecting twenty- thousand classes using image-level supervision

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.462882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.371750Z digest=sha256:e4866d05c067047271472934183ad2fbbcd3a6692901ad4cf9024e64f5174628

Observation 38b974fd-1c8a-4558-9231-f24510a21db8 · outbound

This paper cites Detrs with collaborative hybrid assignments training.

OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Detrs with collaborative hybrid assignments training

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:40:06.447096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:40:06.375267Z digest=sha256:934d122c2b50ff45ced47006c3d27f6b4ec88f1868e67d9516d389ac389c3ae0

Pith citing papers

Observation 6ae26ea1-9449-471c-9b8d-bee8de191c99 · inbound

SearchAD: Large-Scale Rare Image Retrieval Dataset for Autonomous Driving cites this paper.

SearchAD: Large-Scale Rare Image Retrieval Dataset for Autonomous Driving OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-05-11T07:56:01.705708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T16:52:37.723921Z digest=sha256:e37f0c807e529a16cda5d175f96d9a5533d5a97e3f6c9379b65b8f766eb01a06

Observation 1d02114c-1d44-48f7-9ecf-67843461e090 · inbound

DSAA: Dual-Stage Attribute Activation for Fine-grained Open Vocabulary Detection cites this paper.

DSAA: Dual-Stage Attribute Activation for Fine-grained Open Vocabulary Detection OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-20T12:08:15.572667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-20T12:05:44.590689Z digest=sha256:dc120d92f37cb0bbca3e1b0630ab5080e9562540e36b6e4eaffda8412c84eea1

Observation 11222088-051a-4357-a575-0c5f2333180b · inbound

DSAA: Dual-Stage Attribute Activation for Fine-grained Open Vocabulary Detection cites this paper.

DSAA: Dual-Stage Attribute Activation for Fine-grained Open Vocabulary Detection OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:55:00.082603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T18:54:24.509706Z digest=sha256:a9698d5f3c5b130b1899f28fce313125bfd6043ad4193445803bdd524fa4fd9b

Observation 1d2601f0-af55-4a62-baa4-118e10884e2c · inbound

3DVLA: Enhancing Vision-Language-Action Models via 3D Spatial and Instance Understanding cites this paper.

3DVLA: Enhancing Vision-Language-Action Models via 3D Spatial and Instance Understanding OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-06-29T07:13:16.696880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-29T07:07:59.925795Z digest=sha256:7baab68c12bd9a7742c104e6e7137be32b002b3cb08609996fed9e6d50cf32a7