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Paper Citation Record · LEDGER

A Large Scale Event-based Detection Dataset for Automotive

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2001.08499.

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

pith.paper-citation-record.v1
2001.08499 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 29 of 29 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:50:48.574824Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:59:42.267467Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f28aeeaf-41b3-4ca4-9b37-00cb6ce08be9 · inbound

ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator cites this paper.

ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator A Large Scale Event-based Detection Dataset for Automotive

Reference 4

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no resolver link, observed 2026-08-12T17:50:48.574824Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:50:48.574824Z digest=sha256:a9f7123728cac6eb0c51254572aeefed9a2ac897461eccbf6be1425683c3ddca

Observation 55618492-5b84-4127-bfda-0382667412c5 · inbound

Event-based Spiking Neural Networks for Object Detection: A Review of Datasets, Architectures, Learning Rules, and Implementation cites this paper.

Event-based Spiking Neural Networks for Object Detection: A Review of Datasets, Architectures, Learning Rules, and Implementation A Large Scale Event-based Detection Dataset for Automotive

Reference 100

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no resolver link, observed 2026-08-12T12:39:36.206532Z

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source=pdf_text observed=2026-08-12T12:39:36.206532Z digest=sha256:6f6b49dd8f43d4eaeed017b44980edfa4ebee1cf99ed95f67db38dec3db3d2bc

Observation 9c996972-5568-4716-ac99-aa3148f5b777 · inbound

EvRT-DETR: Latent Space Adaptation of Image Detectors for Event-based Vision cites this paper.

EvRT-DETR: Latent Space Adaptation of Image Detectors for Event-based Vision A Large Scale Event-based Detection Dataset for Automotive

Reference 6

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no resolver link, observed 2026-08-11T23:03:32.524273Z

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source=pdf_text observed=2026-08-11T23:03:32.524273Z digest=sha256:64e0a4ebdf93e80b693b6060437f462d206960ad3117f058e476c8330f076956

Observation 781a77a2-1895-4f5e-9553-fac68bdf5016 · inbound

Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset cites this paper.

Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset A Large Scale Event-based Detection Dataset for Automotive

Reference 7

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no resolver link, observed 2026-08-11T19:31:19.881477Z

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source=pdf_text observed=2026-08-11T19:31:19.881477Z digest=sha256:478e320f5a836b673e1dfdfb1492429f7ab988700c3bc5dd39eb7aa1ba84e573

Observation 35827f12-5ee3-4093-82a5-86bb4afdc5b2 · inbound

CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal Dynamics cites this paper.

CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal Dynamics A Large Scale Event-based Detection Dataset for Automotive

Reference 10

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source=arxiv_source observed=2026-08-11T14:04:15.970916Z digest=sha256:1930dcae3e2d004ffe0e768ae163464056ae76e850c3f1373f4c2a0ed9e86f2d

Observation a6b58de2-c561-4510-9ebb-9552c4810d5c · inbound

Chimera: A Block-Based Neural Architecture Search Framework for Event-Based Object Detection cites this paper.

Chimera: A Block-Based Neural Architecture Search Framework for Event-Based Object Detection A Large Scale Event-based Detection Dataset for Automotive

Reference 60

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source=pdf_text observed=2026-08-11T00:10:11.819916Z digest=sha256:32921dc9ede004ca225f747a26edf59758cbb5cd3729caabac8fa2475e33460d

Observation b1e7fdf5-661c-4d0e-9bae-b40aa359e52f · inbound

SMamba: Sparse Mamba for Event-based Object Detection cites this paper.

SMamba: Sparse Mamba for Event-based Object Detection A Large Scale Event-based Detection Dataset for Automotive

Reference 4

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no resolver link, observed 2026-08-10T17:43:14.047347Z

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source=arxiv_source observed=2026-08-10T17:43:14.047347Z digest=sha256:339d2cf7b1824a19a65f2b498746aaab8690e8f7d3a22eede0c9651c34e44fd5

Observation 55bb26ae-6eb2-43dc-984f-dfb9f0580a8c · inbound

SpikeDet: Better Firing Patterns for Accurate and Energy-Efficient Object Detection with Spiking Neural Networks cites this paper.

SpikeDet: Better Firing Patterns for Accurate and Energy-Efficient Object Detection with Spiking Neural Networks A Large Scale Event-based Detection Dataset for Automotive

Reference 57

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arxiv_id, observed 2026-05-23T05:02:35.922681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-23T05:01:29.124727Z digest=sha256:c0bc1e9b41e187a2c3348e66bcccd6a25e273fca9eb0bb908e3ddaf9a07562b2

Observation 25c95be9-7d19-4b23-aecb-cba6f6f2ed6c · inbound

Event-based Civil Infrastructure Visual Defect Detection: ev-CIVIL Dataset and Benchmark cites this paper.

Event-based Civil Infrastructure Visual Defect Detection: ev-CIVIL Dataset and Benchmark A Large Scale Event-based Detection Dataset for Automotive

Reference 27

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arxiv_id, observed 2026-05-22T20:55:08.635843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-22T20:52:33.507023Z digest=sha256:95c7775c27934a6a45783e1f58c0c934232eae06e2d6a0f8a5b0f085f4c34969

Observation da50b9b7-5da8-427e-bfa7-8ee3e04d8344 · inbound

WD-DETR: Wavelet Denoising-Enhanced Real-Time Object Detection Transformer for Robot Perception with Event Cameras cites this paper.

WD-DETR: Wavelet Denoising-Enhanced Real-Time Object Detection Transformer for Robot Perception with Event Cameras A Large Scale Event-based Detection Dataset for Automotive

Reference 14

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source=pdf_text observed=2026-08-07T05:03:37.141467Z digest=sha256:3045e41e0f111e5c1f131e879a2078774d26f90c61e85dc9f87415d6131da536

Observation f320bced-0efc-405d-8dad-ad6ae8e841ae · inbound

From Ground to Air: Noise Robustness in Vision Transformers and CNNs for Event-Based Vehicle Classification with Potential UAV Applications cites this paper.

From Ground to Air: Noise Robustness in Vision Transformers and CNNs for Event-Based Vehicle Classification with Potential UAV Applications A Large Scale Event-based Detection Dataset for Automotive

Reference 6

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no resolver link, observed 2026-08-06T22:09:01.498772Z

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source=pdf_text observed=2026-08-06T22:09:01.498772Z digest=sha256:1286c569589d3a6638d216bef6f0cdd750241fc26c43f18a6852c64f41b3e5ea

Observation 58e98e6c-737b-4d9f-a32c-3d954148fe2f · inbound

Event-based Tiny Object Detection: A Benchmark Dataset and Baseline cites this paper.

Event-based Tiny Object Detection: A Benchmark Dataset and Baseline A Large Scale Event-based Detection Dataset for Automotive

Reference 5

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source=pdf_text observed=2026-08-06T21:41:25.391844Z digest=sha256:75b06dc048ff19ee7273e63ce269c34c15260daaca7373344267915c691eb9fc

Observation 964fec68-e923-4c0f-be4b-f284c9293492 · inbound

Enhancing Event-based Object Detection with Monocular Normal Maps cites this paper.

Enhancing Event-based Object Detection with Monocular Normal Maps A Large Scale Event-based Detection Dataset for Automotive

Reference 6

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verified exact
arxiv_id, observed 2026-05-21T23:40:46.511411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-21T23:39:03.551285Z digest=sha256:01c42e40bc819653d03f2ce60e28e6843cda4bb624d88eb59531601379d64818

Observation db426096-2c86-4e2a-91ce-7c54a5c9a07a · inbound

Enhancing Event-based Object Detection with Monocular Normal Maps cites this paper.

Enhancing Event-based Object Detection with Monocular Normal Maps A Large Scale Event-based Detection Dataset for Automotive

Reference 6

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arxiv_id, observed 2026-05-22T12:31:32.005970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-22T12:26:36.329112Z digest=sha256:1c1c9126fe219563f5be29ea8366db48140187fe6f48d361fbc015d0597c9b28

Observation 09645b24-671f-48aa-8a55-f9e0c22d2572 · inbound

Context-aware Sparse Spatiotemporal Learning for Event-based Vision cites this paper.

Context-aware Sparse Spatiotemporal Learning for Event-based Vision A Large Scale Event-based Detection Dataset for Automotive

Reference 16

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no resolver link, observed 2026-08-05T15:34:46.045662Z

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source=pdf_text observed=2026-08-05T15:34:46.045662Z digest=sha256:e918c1db6e5400da7cfc2dec9ac26d93a483fb92c067e406b1b56f2b0598ee72

Observation fac20e19-fc02-4527-ad4a-efda1bf0ebb9 · inbound

Sensor Generalization for Adaptive Sensing in Event-based Object Detection via Joint Distribution Training cites this paper.

Sensor Generalization for Adaptive Sensing in Event-based Object Detection via Joint Distribution Training A Large Scale Event-based Detection Dataset for Automotive

Reference 1

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no resolver link, observed 2026-08-02T20:25:35.333037Z

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source=pdf_text observed=2026-08-02T20:25:35.333037Z digest=sha256:69c8b0b98fcb069adaa5e1ddef69245a13d0f84fa139b62b6601d951a3c470e3

Observation da84e19e-6d51-410f-9ce6-e77bef6fb6c8 · inbound

Low-latency Event-based Object Detection with Spatially-Sparse Linear Attention cites this paper.

Low-latency Event-based Object Detection with Spatially-Sparse Linear Attention A Large Scale Event-based Detection Dataset for Automotive

Reference 5

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no resolver link, observed 2026-08-02T18:45:57.859367Z

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source=pdf_text observed=2026-08-02T18:45:57.859367Z digest=sha256:2e461639c2eda6bbe42c68732516945423417da731ef8b0b4adc0d890a246ad0

Observation 491b6186-2b94-4fa6-920f-629868a84f00 · inbound

DSERT-RoLL: Robust Multi-Modal Perception for Diverse Driving Conditions with Stereo Event-RGB-Thermal Cameras, 4D Radar, and Dual-LiDAR cites this paper.

DSERT-RoLL: Robust Multi-Modal Perception for Diverse Driving Conditions with Stereo Event-RGB-Thermal Cameras, 4D Radar, and Dual-LiDAR A Large Scale Event-based Detection Dataset for Automotive

Reference 27

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no resolver link, observed 2026-07-13T12:33:30.315581Z

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source=pdf_text observed=2026-07-13T12:33:30.315581Z digest=sha256:76bce3ea65ee229cf78e67384bd13ba953e9e2ef9f979d7ab14037fa550154ed

Observation 538f50ad-1c0d-481d-b92a-8378f7b12d8b · inbound

Rethinking Event-Based Object Dtection through Representation-Level Temporal Aggregation and Model-Level Hypergraph Reasoning cites this paper.

Rethinking Event-Based Object Dtection through Representation-Level Temporal Aggregation and Model-Level Hypergraph Reasoning A Large Scale Event-based Detection Dataset for Automotive

Reference 8

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arxiv_id, observed 2026-05-12T07:46:26.921503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-12T01:57:45.477349Z digest=sha256:fb3e7e966460cfa2ec8eca599d55fe02e0c306ea3a1c6a1741b401dbdf72cffc

Observation ca1769d5-390b-4deb-b16d-7235983097a3 · inbound

Rethinking Event-Based Object Dtection through Representation-Level Temporal Aggregation and Model-Level Hypergraph Reasoning cites this paper.

Rethinking Event-Based Object Dtection through Representation-Level Temporal Aggregation and Model-Level Hypergraph Reasoning A Large Scale Event-based Detection Dataset for Automotive

Reference 8

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arxiv_id, observed 2026-05-14T21:43:00.533085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T21:41:22.753471Z digest=sha256:c9a5eeddfa96589082e58820e1eccbef96023e2493e2534d37c0bdd2f96276a0

Observation 95826c6c-5714-4399-afd5-94d60e59fbf7 · inbound

Rethinking Event-Based Object Dtection through Representation-Level Temporal Aggregation and Model-Level Hypergraph Reasoning cites this paper.

Rethinking Event-Based Object Dtection through Representation-Level Temporal Aggregation and Model-Level Hypergraph Reasoning A Large Scale Event-based Detection Dataset for Automotive

Reference 8

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arxiv_id, observed 2026-05-15T05:19:45.464181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T05:19:20.126878Z digest=sha256:81431265cdf7c80b231ade5f5acd46fd63d1177e286915d43c8386ce02d6ff65

Observation b4b5a5ae-8826-4b05-a317-7eac55f9422b · inbound

NERVE: A Neuromorphic Vision and Radar Ensemble for Multi-Sensor Fusion Research cites this paper.

NERVE: A Neuromorphic Vision and Radar Ensemble for Multi-Sensor Fusion Research A Large Scale Event-based Detection Dataset for Automotive

Reference 6

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arxiv_id, observed 2026-05-20T20:53:43.757588Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-20T20:49:41.833952Z digest=sha256:0d03b890eeeca5eedf584eeee8ac8c4152fdabde72f5297fcc4fa58e0a54380d

Observation 9ecbf5d0-0169-47cf-9940-7c2e0ad64a03 · inbound

A Task-Agnostic Algebraic Integrity Metric for Event-Camera Streams Toward SOTIF-Compliant Perception using Pearson Correlation Coefficient cites this paper.

A Task-Agnostic Algebraic Integrity Metric for Event-Camera Streams Toward SOTIF-Compliant Perception using Pearson Correlation Coefficient A Large Scale Event-based Detection Dataset for Automotive

Reference 16

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arxiv_id, observed 2026-05-22T02:44:32.132517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-22T02:43:21.462280Z digest=sha256:22a4bc25559ba70197fe2b3a902a755225a5711574168f1ebeaf95acbf515f1a

Observation 5474d74a-6312-4439-985a-5b77ffd2d123 · inbound

Neural Events: Discrete Asynchronous Autoencoders for Event-Based Vision cites this paper.

Neural Events: Discrete Asynchronous Autoencoders for Event-Based Vision A Large Scale Event-based Detection Dataset for Automotive

Reference 8

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arxiv_id, observed 2026-07-04T03:09:30.028352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:22:44.825706Z digest=sha256:bdf46c423f9ffcc58d83a0a35ed9617c7e602a86f492609e332fbbcea23220b2

Observation a18b5369-4356-41c7-9301-efcb773bf705 · inbound

Following the Flow: Advection-Consistent Modeling for Event-based Small Object Detection cites this paper.

Following the Flow: Advection-Consistent Modeling for Event-based Small Object Detection A Large Scale Event-based Detection Dataset for Automotive

Reference 42

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arxiv_id, observed 2026-07-04T08:59:42.268840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T10:46:36.893634Z digest=sha256:5309018826daf73cccb4b0be4ee038d9fc33d8e3246c28ee4cd1033288ca54ab

Observation 07575eee-587d-4599-a5f2-02318b36feec · inbound

Event Burst Trigger: An Availability Backdoor Attack on Event-Based SNN Object Detection cites this paper.

Event Burst Trigger: An Availability Backdoor Attack on Event-Based SNN Object Detection A Large Scale Event-based Detection Dataset for Automotive

Reference 31

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no resolver link, observed 2026-07-13T05:19:13.232950Z

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source=pdf_text observed=2026-07-13T05:19:13.232950Z digest=sha256:baf02e0ff7468c7895778322943634839a40beb2a0240936a3aa8ddda336e3b1

Observation 4d7e14b1-f46f-4ade-a066-81b419d156af · inbound

Event Burst Trigger: An Availability Backdoor Attack on Event-Based SNN Object Detection cites this paper.

Event Burst Trigger: An Availability Backdoor Attack on Event-Based SNN Object Detection A Large Scale Event-based Detection Dataset for Automotive

Reference 31

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no resolver link, observed 2026-07-14T15:21:19.692521Z

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source=pdf_text observed=2026-07-14T15:21:19.692521Z digest=sha256:b6a1ce9816b9c0b105ab3692d447cfa4aefdce7ce5a6b9cd86deb0d05e2c1910

Observation 4b510b44-d83b-4977-a3d4-f03f1fc04e8f · inbound

Event-RGB Adaptive Tracking for Nighttime Highway Perception cites this paper.

Event-RGB Adaptive Tracking for Nighttime Highway Perception A Large Scale Event-based Detection Dataset for Automotive

Reference 5

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no resolver link, observed 2026-07-14T04:08:37.491436Z

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source=pdf_text observed=2026-07-14T04:08:37.491436Z digest=sha256:e05bc3ba12fcec3941487c8888de7d26f73774dd670aee8501516ed1efa0f5e4

Observation b4b7370c-b56b-4cc6-b154-2f0a30237f87 · inbound

Sequence-SOD: Bio-inspired Sequence-aware Spiking ObjectDetection for Event Cameras cites this paper.

Sequence-SOD: Bio-inspired Sequence-aware Spiking ObjectDetection for Event Cameras A Large Scale Event-based Detection Dataset for Automotive

Reference 43

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no resolver link, observed 2026-07-30T23:33:07.510029Z

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source=pdf_text observed=2026-07-30T23:33:07.510029Z digest=sha256:822439d5301ec32c93e3e6bfcf3245cbba61b68bf5e1275b37caf7e90eef47c9