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Paper Citation Record · LEDGER

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems

As of 14 August 2026, this Paper Citation Record lists 100 of 114 outbound references and 1 inbound Pith citation observation for arXiv:2411.10291.

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

pith.paper-citation-record.v1
2411.10291 v1

Coverage vector

measured 100 of 114 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:50:39.458860Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:54:43.944511Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-09T21:54:44.014656Z

Reference resolution

100 of 114 outbound references displayed

  • verified exact2
  • verified fuzzy53
  • unresolved45
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b90d963-3a65-47ea-8dbc-8aa675968014 · outbound

This paper cites Evaluation of fuel consumption and emissions benefits of connected and automated vehicles in mixed traffic flow,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Evaluation of fuel consumption and emissions benefits of connected and automated vehicles in mixed traffic flow,

Reference 1

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source=pdf_text observed=2026-08-12T19:50:38.737681Z digest=sha256:1acdc3729dc432021df821189e8098b9b360f58e8acbb343d31ad97820d182c5

Observation e7fa843b-5da0-409c-aff3-31111c40742c · outbound

This paper cites Taxonomy and definitions for terms related to driving automation systems for on-road motor vehicles,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Taxonomy and definitions for terms related to driving automation systems for on-road motor vehicles,

Reference 2

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source=pdf_text observed=2026-08-12T19:50:38.744132Z digest=sha256:f32082950aee3d54255401ef7248d1ea747c02169e76f2d432d484fed3407bef

Observation 249048f0-d0dd-42e1-84d3-46189aec6cbd · outbound

This paper cites Autonomous vehicle decision-making and control in complex and unconventional scenar- ios—a review,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Autonomous vehicle decision-making and control in complex and unconventional scenar- ios—a review,

Reference 3

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source=pdf_text observed=2026-08-12T19:50:38.750067Z digest=sha256:eacb3947f2805e8a861bd8dffd0899c3917962205cc209c098a4ef4e8caf3508

Observation 75776772-4d9e-4803-862b-3e43eb926f16 · outbound

This paper cites A survey of autonomous driving: Common practices and emerging technologies,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems A survey of autonomous driving: Common practices and emerging technologies,

Reference 4

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source=pdf_text observed=2026-08-12T19:50:38.755752Z digest=sha256:a20c2738b6241b9f958e3fd6c4b222752b6351e59c872ccc4d7dbf81b5aa936a

Observation 9aee1e9f-41ac-4b49-be92-104acf18c6a9 · outbound

This paper cites Autonomous driving in urban environments: Boss and the urban challenge,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Autonomous driving in urban environments: Boss and the urban challenge,

Reference 5

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source=pdf_text observed=2026-08-12T19:50:38.761477Z digest=sha256:657749fd527cd8e9953756f7fec9ef5dc3da4c2c2b09acd6d2661268b92703e0

Observation 26baada2-580a-4121-baae-2179d22e93af · outbound

This paper cites Self-Driving Cars: A Survey.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Self-Driving Cars: A Survey

Reference 6

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source=pdf_text observed=2026-08-12T19:50:38.766550Z digest=sha256:2c790d6b4b5dc044c3d30f2c16e5b25958dbb80eb6e3bcd6068169d8c02eba22

Observation aa2d2428-bc1c-47bb-b7b4-771d2f640329 · outbound

This paper cites Introducing the 5th-generation waymo driver: Informed by experience, designed for scale, engineered to tackle more environments.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Introducing the 5th-generation waymo driver: Informed by experience, designed for scale, engineered to tackle more environments

Reference 7

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source=pdf_text observed=2026-08-12T19:50:38.773827Z digest=sha256:2ac72af1b0b324fc79969b92874d81bf78c45936fc1e11527f84d282ab19aff3

Observation 6430a914-c1e0-4781-a844-71c1c7df6404 · outbound

This paper cites Apollo: Open source autonomous driving.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Apollo: Open source autonomous driving

Reference 8

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source=pdf_text observed=2026-08-12T19:50:38.780501Z digest=sha256:e719623c8babb2328cbdf92c402bac177683ef66701b6a00891ec001edb9d346

Observation a4036ef6-296d-434f-9f35-7e2efbb977ba · outbound

This paper cites Autopilot.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Autopilot

Reference 9

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source=pdf_text observed=2026-08-12T19:50:38.786966Z digest=sha256:c3cc83f73d4de4c9161ce58fe39597a31c44d1e5e6b94a95b69c0b594c924ed5

Observation 4bb54728-df45-4c12-acdd-0291b3a03c15 · outbound

This paper cites Environmental-driven approach towards level 5 self-driving,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Environmental-driven approach towards level 5 self-driving,

Reference 10

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source=pdf_text observed=2026-08-12T19:50:38.792920Z digest=sha256:c316d407b4f7084c40e850807e6f3b1a2b2ae9aa88de2ac144ab3b3bfc1590a4

Observation 9d759054-1a1f-4508-9e39-e5a9895fcd33 · outbound

This paper cites A novel approach for detecting road based on two-stream fusion fully convolutional network,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems A novel approach for detecting road based on two-stream fusion fully convolutional network,

Reference 11

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source=pdf_text observed=2026-08-12T19:50:38.799721Z digest=sha256:4117f36e738dcff863c04a6b4b3c332c08977ad489fcd49dccc7e86b1f41d6b5

Observation 6e7203bd-282a-40a9-83a6-b6bf9dda3a9e · outbound

This paper cites The pascal visual object classes (voc) challenge,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems The pascal visual object classes (voc) challenge,

Reference 12

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source=pdf_text observed=2026-08-12T19:50:38.805847Z digest=sha256:2d7e5cc731cf2e29da1777a87ad89f0c8910eb2cbc5187c49bcbd7abeb45c2f1

Observation f470965b-fb4a-43e1-9503-73275c6ce871 · outbound

This paper cites Imagenet: A large-scale hierarchical image database,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Imagenet: A large-scale hierarchical image database,

Reference 13

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source=pdf_text observed=2026-08-12T19:50:38.812043Z digest=sha256:04770027d7044e3e84b60b1fc16bb9437d1428500bb72782dc20a72485aef51d

Observation 994a4123-ca49-47e5-8371-ca8baca7482d · outbound

This paper cites Microsoft coco: Common objects in context,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Microsoft coco: Common objects in context,

Reference 14

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source=pdf_text observed=2026-08-12T19:50:38.817788Z digest=sha256:e640e0102a239f16a759afb2721a0242bacb6c3c0b97fff111e275f91961731d

Observation f14d46d0-5122-407c-92b9-6a9e3a14da59 · outbound

This paper cites Learning multiple layers of features from tiny images,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Learning multiple layers of features from tiny images,

Reference 15

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source=pdf_text observed=2026-08-12T19:50:38.823665Z digest=sha256:8f9e42a6ceb221f96633560ec41d80563445c91b202a09f7fe25fe260e9b7f2e

Observation 8d36015f-d620-4934-b3a5-846e57086dd4 · outbound

This paper cites The cityscapes dataset for semantic urban scene understanding,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems The cityscapes dataset for semantic urban scene understanding,

Reference 16

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source=pdf_text observed=2026-08-12T19:50:38.830458Z digest=sha256:10a7a8b26ff633cfbacb11fc67ed1f8cf98ca09b9288d3dff5d3b80d0deb6903

Observation ac316bde-e024-46bc-91da-1cca2cb78f14 · outbound

This paper cites Exact routing in large road networks using contraction hierarchies,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Exact routing in large road networks using contraction hierarchies,

Reference 17

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source=pdf_text observed=2026-08-12T19:50:38.836758Z digest=sha256:994620f04536b68a010d0dfa8b8ac6d11a4e4d29dc72e87c0c6af9aa9bd4fc84

Observation f48d6166-21ab-4ee7-8d0f-faa003ba0fba · outbound

This paper cites V oxelnet: End-to-end learning for point cloud based 3d object detection,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems V oxelnet: End-to-end learning for point cloud based 3d object detection,

Reference 18

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source=pdf_text observed=2026-08-12T19:50:38.842819Z digest=sha256:c8d334b2e8bd74c7bd54296a6f274b521cca72ede8fff01960b6281ec526c1ba

Observation 5faa2828-9dca-47ab-8c8f-72a1a42eb3f3 · outbound

This paper cites Pointpillars: Fast encoders for object detection from point clouds,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Pointpillars: Fast encoders for object detection from point clouds,

Reference 19

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source=pdf_text observed=2026-08-12T19:50:38.849824Z digest=sha256:241b1b9385a0fc6e0f99e29cf61eeef129f4aa0d70332c344db0ed88081bf9a5

Observation e17a8903-3623-476c-80e8-a3044a7b3ebf · outbound

This paper cites Multi-view 3d object detection network for autonomous driving,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Multi-view 3d object detection network for autonomous driving,

Reference 20

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Observation 7deb27ea-13e6-488b-9ed2-c18771b48321 · outbound

This paper cites Joint 3d proposal generation and object detection from view aggregation,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Joint 3d proposal generation and object detection from view aggregation,

Reference 21

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source=pdf_text observed=2026-08-12T19:50:38.864640Z digest=sha256:8fcd63eb4377e50e6f96f1e80097060b7357d25088c902a0d9786620eaa07939

Observation 2958d30a-be94-4adf-b57f-e1ed18023202 · outbound

This paper cites Scalability in percep- tion for autonomous driving: Waymo open dataset,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Scalability in percep- tion for autonomous driving: Waymo open dataset,

Reference 22

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source=pdf_text observed=2026-08-12T19:50:38.870003Z digest=sha256:5831161a2bd283463ec7f6af8bd8c041bee74e46bce5ca8c8d255cb121843527

Observation af839b71-48ae-464e-9f7d-4ecef2f1fdbe · outbound

This paper cites Large scale interactive motion forecasting for autonomous driving : The waymo open motion dataset,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Large scale interactive motion forecasting for autonomous driving : The waymo open motion dataset,

Reference 23

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source=pdf_text observed=2026-08-12T19:50:38.876897Z digest=sha256:91b496d4df0b1234a1deb759bbd7aa389adb1d03a3f68c5b941e54b136c86b70

Observation 848cffc3-b8ba-4578-825c-ed7023466040 · outbound

This paper cites WOMD-LiDAR: Raw Sensor Dataset Benchmark for Motion Forecasting.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems WOMD-LiDAR: Raw Sensor Dataset Benchmark for Motion Forecasting

Reference 24

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source=pdf_text observed=2026-08-12T19:50:38.883165Z digest=sha256:4f511a528ea26c83bf3834c872738592b4cf4ee5b481e59fb2d28cd43bbf4b27

Observation 1f957aa6-2ef5-4107-9ef5-ce800dadb4a0 · outbound

This paper cites Autoware.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Autoware

Reference 25

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source=pdf_text observed=2026-08-12T19:50:38.895164Z digest=sha256:dc438f121506f922e410dbe03af095b4ea25cd5054b92ccec7431820fccd5147

Observation 4646def2-6ed4-4c32-92ba-cbfdf73a3c5e · outbound

This paper cites The apolloscape open dataset for autonomous driving and its application,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems The apolloscape open dataset for autonomous driving and its application,

Reference 26

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source=pdf_text observed=2026-08-12T19:50:38.900582Z digest=sha256:2731879f361e324b970e75cdf129e374b5325196c3acdde8c678b31a265f670f

Observation fed8b997-bb53-471e-9dbe-f2bee2182376 · outbound

This paper cites LGSVL Simulator: A High Fidelity Simulator for Autonomous Driving.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems LGSVL Simulator: A High Fidelity Simulator for Autonomous Driving

Reference 27

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source=pdf_text observed=2026-08-12T19:50:38.906238Z digest=sha256:ae37e11375978cdc9e065787f3c396da9c844d964dfb5a3bee6c4fc08921a66e

Observation 600157e0-370b-43fe-bcb4-7506573dbfd1 · outbound

This paper cites CARLA: An open urban driving simulator,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems CARLA: An open urban driving simulator,

Reference 28

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source=pdf_text observed=2026-08-12T19:50:38.911681Z digest=sha256:220ac2cbd085357901bdd08b700547d80c0a3d4e0277dc1f616e7bdc4fc8dd04

Observation ef89a959-0b5c-4cf2-9252-66539039a198 · outbound

This paper cites Faster r-cnn: Towards real- time object detection with region proposal networks,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Faster r-cnn: Towards real- time object detection with region proposal networks,

Reference 29

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source=pdf_text observed=2026-08-12T19:50:38.917719Z digest=sha256:bc7794b7069365000cd46a02247c31dace14b229fd697104b6c9446f55807687

Observation 4d826a24-b372-4ccb-a55d-73a71a5cc3af · outbound

This paper cites You only look once: Unified, real-time object detection,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems You only look once: Unified, real-time object detection,

Reference 30

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source=pdf_text observed=2026-08-12T19:50:38.923549Z digest=sha256:21d25a2e38d5d03b84abe919fbbed80f0ef10eb6fddeea636e0d336d1cc0828e

Observation 7182906a-3db0-403c-9c92-260f4fa93700 · outbound

This paper cites Ssd: Single shot multibox detector,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Ssd: Single shot multibox detector,

Reference 31

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source=pdf_text observed=2026-08-12T19:50:38.929356Z digest=sha256:5a25dce1fa16ab2cfb9492dc0fbb81033af1bb8c6db5222351593f04a18c230a

Observation 229ac22d-f944-4f02-9aad-c171f94208ea · outbound

This paper cites Second: Sparsely embedded convolutional detection,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Second: Sparsely embedded convolutional detection,

Reference 32

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source=pdf_text observed=2026-08-12T19:50:38.934903Z digest=sha256:31edbf2acae4dab9fe06f55df5798fceeffb59936a3acfcef93f506aa79b3b7b

Observation cd3012bc-2e6e-4d34-8d93-152da7839744 · outbound

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

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Pointnet: Deep learning on point sets for 3d classification and segmentation,

Reference 33

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source=pdf_text observed=2026-08-12T19:50:38.940383Z digest=sha256:4ddf79478f1284094c5bcf14091feabeadd18ef1281d567d62cd7121bc40ddf3

Observation 3ba90cae-0181-49cb-b6ca-9fc040191b6a · outbound

This paper cites Pointnet++: Deep hierarchical feature learning on point sets in a metric space,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Pointnet++: Deep hierarchical feature learning on point sets in a metric space,

Reference 34

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source=pdf_text observed=2026-08-12T19:50:38.945911Z digest=sha256:ee248f3280a13bdf575141876ab995dc2e2ea3f6f60439c48e3388e2629a49ac

Observation 107f68bf-b18f-493a-aa5d-c7075913778e · outbound

This paper cites Frustum pointnets for 3d object detection from rgb-d data,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Frustum pointnets for 3d object detection from rgb-d data,

Reference 35

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source=pdf_text observed=2026-08-12T19:50:38.956726Z digest=sha256:4d476c2c0473d7a396da7db293d5e9d5aa981af7623e4a9a7f0a53860b37ecff

Observation 1f21fd46-3ab1-4ca8-95b6-4e55e8d14447 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 36

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source=pdf_text observed=2026-08-12T19:50:38.962952Z digest=sha256:9047abb15f7c943087ce2c576d359fbf6b7b052c3b4f70df6c8dae82189477d7

Observation a2869f4a-68be-4ab7-a152-35c39cce5609 · outbound

This paper cites Attention is all you need,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Attention is all you need,

Reference 37

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source=pdf_text observed=2026-08-12T19:50:38.969404Z digest=sha256:543c0244b910f4a3a3a7130e859abd97c95ae57a3f351827a9a48a7765db2e39

Observation c4739974-088f-464f-936c-4bc2997a8da1 · outbound

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

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Transfusion: Robust lidar-camera fusion for 3d object detection with transformers,

Reference 38

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no resolver link, observed 2026-08-12T19:50:38.975304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:50:38.975304Z digest=sha256:06ffd52385feb9c39ae8847732cfb23c38b0b146312e361c15247c04e9a02757

Observation 2e261ef4-5082-4d72-8e2e-68b6fafbbb20 · outbound

This paper cites Unifying Voxel-based Representation with Transformer for 3D Object Detection.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Unifying Voxel-based Representation with Transformer for 3D Object Detection

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T19:50:38.982463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:50:38.982463Z digest=sha256:6969e4cd63cb86a3edac6eaebe9149eda5f9b913a5e0e8afd02a66dd078bab10

Observation 6412f8c6-2118-4f72-ba91-7f3b660bab53 · outbound

This paper cites 3d object detection for au- tonomous driving: A comprehensive survey,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems 3d object detection for au- tonomous driving: A comprehensive survey,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.500073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:38.997266Z digest=sha256:43a37b475ad0017b304ecf04a24694168a21f470c100b0f5025ccb0ae8a4f935

Observation 0366fbb9-b388-451e-af9f-fb5e30fcb557 · outbound

This paper cites 3d object tracking using rgb and lidar data,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems 3d object tracking using rgb and lidar data,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.479432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.007422Z digest=sha256:fd466394ac811c66c418096a3878d12cc1e941cdff1d8a15ddd3cce75eb12426

Observation f1f24944-b559-4b4e-959b-a342906eb884 · outbound

This paper cites Fast multiple objects detection and tracking fusing color camera and 3d lidar for intelligent vehicles,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Fast multiple objects detection and tracking fusing color camera and 3d lidar for intelligent vehicles,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.459561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.015337Z digest=sha256:018104d620a497a303ad419f1a4583c03fa8a12b105239d7717bd30430c4d987

Observation 379a8fd8-3412-4614-8325-3d1ec8757f4e · outbound

This paper cites Fast r-cnn,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Fast r-cnn,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.436320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.021747Z digest=sha256:74f37bbd198597895d8f22483267717089fdbe910b0d430b53b27b0492cc156a

Observation 015ffd3a-1033-4e15-b698-067614b1369f · outbound

This paper cites Spin-images: A representation for 3-d surface match- ing,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Spin-images: A representation for 3-d surface match- ing,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.416947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.028437Z digest=sha256:c340021e106aa8023af89232a9b46ece9bf729da7c49d6c356fadd4d9f2abbd4

Observation 9935abef-d866-40f7-a7c0-f3fbde820390 · outbound

This paper cites Using spin images for efficient object recognition in cluttered 3d scenes,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Using spin images for efficient object recognition in cluttered 3d scenes,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.395253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.035184Z digest=sha256:c67e94abb904ed8260d7c68d632cca1fac41f0961e03c91f2b5d97762428a496

Observation b4cc82c6-253b-491b-a7db-71e9508e1095 · outbound

This paper cites YOLOv3: An Incremental Improvement.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems YOLOv3: An Incremental Improvement

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T19:50:39.042137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:50:39.042137Z digest=sha256:add5c3f2708885da26242d021d4a3886c096e9ddbf43581c7796cb885454fc77

Observation 134f785f-ad80-4ea8-9290-a984748d891b · outbound

This paper cites Yolo9000: Better, faster, stronger,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Yolo9000: Better, faster, stronger,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.374725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.050499Z digest=sha256:8747205f2a4699f5224dc67ad047e1f061cac1c62e8593edb94e346eeab3f25a

Observation 9f41826a-fd36-4f1c-a982-104766d54b92 · outbound

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

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems YOLOv4: Optimal Speed and Accuracy of Object Detection

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-12T19:50:39.056955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:50:39.056955Z digest=sha256:ba35a0fefa1a41fb73b6c570a88feba38ae04c2230fdd4c2f050adaf8ed0353f

Observation e81e5b81-d7b5-4822-8ed0-0bc6285def1b · outbound

This paper cites Traffic light recognition using convolutional neural networks: A survey,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Traffic light recognition using convolutional neural networks: A survey,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.354313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.062957Z digest=sha256:9c655bdd83430b08e37746d6cfc08397734f3357b9b8ce6df3afdbe48b19e149

Observation 137fc52f-034b-4871-beab-c063d2f85cd2 · outbound

This paper cites Traffic light detection using tensorflow object detection framework,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Traffic light detection using tensorflow object detection framework,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.336543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.078164Z digest=sha256:22648bdb8c6dca6ec8802b8621ba4913eedd458b18e78500f4d13c72deeb8f2e

Observation f1d52d13-f112-431b-ab63-9e092fda61b6 · outbound

This paper cites Traffic lights detection and recognition method based on the improved yolov4 algorithm,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Traffic lights detection and recognition method based on the improved yolov4 algorithm,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.318672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.084536Z digest=sha256:4bf32fd22f9cef84933bc5589c45e3bb701d7539f09c178773dde5fe8e2173ec

Observation 3832c932-e125-4cca-a436-c5a4dba67a5d · outbound

This paper cites A two-stage framework for diverse traffic light recognition based on individual signal detection,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems A two-stage framework for diverse traffic light recognition based on individual signal detection,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.300010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.090985Z digest=sha256:09d0d59b451c792b1bb1d2a6124b7c6fe800750a8cfd4ac029baa885463e8f72

Observation 7c30e482-33dc-461f-a5f2-7535923eb909 · outbound

This paper cites A sensor fusion approach for localization with cumulative error elimination,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems A sensor fusion approach for localization with cumulative error elimination,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.280413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.097170Z digest=sha256:498a2887cb121949c8fad9251eec4c05a76d1e3faddeffb1d79bf5c105182f0b

Observation 1e0b15e1-653a-4f00-a82f-a24fd336f4ca · outbound

This paper cites Road marking detection using lidar reflective intensity data and its application to vehicle localization,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Road marking detection using lidar reflective intensity data and its application to vehicle localization,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.263853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.103393Z digest=sha256:f1ff91de6e12b473c76d0e632771539e68a3dfecb64f26a6d238bee1bb390a55

Observation a2753ed8-7a8d-4178-b202-9040eb88969d · outbound

This paper cites Sensor fusion-based low-cost vehicle localization system for complex urban environments,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Sensor fusion-based low-cost vehicle localization system for complex urban environments,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.246888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.119803Z digest=sha256:85a00768c4199873de01d3ecb5eba17b1e979d21339d064eee896cff821d778f

Observation 9437497f-4fd6-4ccb-a607-2cbe0fa8dd10 · outbound

This paper cites A survey of the state-of-the-art localization techniques and their potentials for autonomous vehicle applications,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems A survey of the state-of-the-art localization techniques and their potentials for autonomous vehicle applications,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.230910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.125915Z digest=sha256:bb5683e2b70e5a1a68bb87c15c999ac04c31c80a5ce999200e3858942a1b90f5

Observation 6b2011b4-26a1-4e90-b5e1-8ec6f8870e61 · outbound

This paper cites Multimodal trajectory pre- dictions for autonomous driving using deep convolutional networks,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Multimodal trajectory pre- dictions for autonomous driving using deep convolutional networks,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.213055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.133078Z digest=sha256:af6291e8a3a1ae6dbe8aed48c0325c8c6ba4cfa656afc7699140e9e21fccdecf

Observation 8c8e0414-4d46-4dad-8fd7-f5449e6a21f4 · outbound

This paper cites Vectornet: Encoding hd maps and agent dynamics from vectorized representation,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Vectornet: Encoding hd maps and agent dynamics from vectorized representation,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.196633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.138503Z digest=sha256:6f8d0caf4ee9c4b9fba2d4196e5e2695d29aefcc3140930f9d6244bcefb54fd6

Observation 05125cc5-bcfc-4b9e-b94b-0a178fdf020c · outbound

This paper cites Bert: Pre- training of deep bidirectional transformers for language understanding,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Bert: Pre- training of deep bidirectional transformers for language understanding,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.178930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.146858Z digest=sha256:9ba7b394fad20bbd1e5ab8e1d793a58c35fa58ec0db770ebf3b9d08ed07f0b36

Observation cbf71d85-f0e3-43e2-a0bd-5e18baa9dec2 · outbound

This paper cites Wayformer: Motion forecasting via simple & efficient attention networks,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Wayformer: Motion forecasting via simple & efficient attention networks,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.162477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.153698Z digest=sha256:dc6af8976d02c901918ebbfb54e513372f6376e0fb04ac4e9545f8170bf95e4e

Observation e6d25476-20f0-403c-a12b-5948c7ca1dcd · outbound

This paper cites Risky action recognition in lane change video clips using deep spatiotemporal networks with segmentation mask transfer,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Risky action recognition in lane change video clips using deep spatiotemporal networks with segmentation mask transfer,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.145769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.162139Z digest=sha256:88412a5fe011d1f470ded9f449b8df769b18c060e72d26d940a23f5a9d980849

Observation a36862ac-b896-4cf8-ac89-93fc676b2cb4 · outbound

This paper cites Concrete problems for autonomous vehicle safety: Advantages of bayesian deep learning,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Concrete problems for autonomous vehicle safety: Advantages of bayesian deep learning,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.126110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.170667Z digest=sha256:f22f7117d78e90ce84f593b411c548ea013511259c5451f5607f31636fd729a5

Observation bb57229f-74a0-4819-9e4e-bf7216b5d620 · outbound

This paper cites Highway hierarchies hasten exact shortest path queries,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Highway hierarchies hasten exact shortest path queries,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.108782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.178478Z digest=sha256:cb808b0a9bc5b48355be1a1317e32281db8ef3512f1b9b53f7d389d344d1049a

Observation d84c3fc2-0378-4980-9d37-f4e8307dbf2e · outbound

This paper cites Reach for a*: Efficient point-to-point shortest path algorithms,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Reach for a*: Efficient point-to-point shortest path algorithms,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.089838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.188760Z digest=sha256:00528f33edfe3a65cb062da7720a3b1bc5bc0b4cbb8342deba2cbdec4a8326dd

Observation d8adb89a-ebc6-4a7e-ab74-830e974d0c02 · outbound

This paper cites Efficient constrained path planning via search in state lattices,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Efficient constrained path planning via search in state lattices,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.070010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.199968Z digest=sha256:ea7b6c193dda41c03cdbd03de0128bd09ba4d0cfc32ddefc978a9bfd64956755

Observation 64aae24b-051e-4035-93e9-d7a4aff35f77 · outbound

This paper cites Time-bounded lattice for efficient planning in dynamic environments,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Time-bounded lattice for efficient planning in dynamic environments,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.050059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.207920Z digest=sha256:093ed8638e15b6d961fe05cf389e46f43f2bd6bab9f7caf4397d7363c208bc5e

Observation 18844598-7a36-48ba-841a-8a6ae288898f · outbound

This paper cites On the application of the d* search algorithm to time-based planning on lattice graphs,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems On the application of the d* search algorithm to time-based planning on lattice graphs,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.031729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.215155Z digest=sha256:d748100329f84165806ec491f326cbabf4eaeed2d524a67889442bc1f8592e32

Observation af707fb1-d653-49a3-9317-38241235f7af · outbound

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

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Center-based 3d object detection and tracking,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:41.014824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.223966Z digest=sha256:b0b64b702d8445e0a3f7e7547537c880f938d0d17e3856158c253db1f0ee1adc

Observation 12c45064-732e-4593-a3cf-32e487dc9106 · outbound

This paper cites Multi-camera fusion in apollo software distribution,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Multi-camera fusion in apollo software distribution,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.999137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.231725Z digest=sha256:35dcbe47511880a9bb6fe4272cd276a21fae53fd780be4e63fb82e712879a397

Observation 2976f318-4a1a-4a10-9bfe-3b3a7bfb8901 · outbound

This paper cites Spatial as deep: Spatial cnn for traffic scene understanding,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Spatial as deep: Spatial cnn for traffic scene understanding,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.979708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.238355Z digest=sha256:006a2e38e897cdddda081ebdc359ca5e3023b00e91a6454bf7eb6de35d1864f8

Observation 55985baf-0d84-4f9b-8401-768ec627b4a7 · outbound

This paper cites Mobilenetv2: Inverted residuals and linear bottlenecks,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Mobilenetv2: Inverted residuals and linear bottlenecks,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.957080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.246825Z digest=sha256:b96781bfbd1573c01b95c453197bbf1bad623a93a19e6fd18257716ffd0bd537

Observation 8f8d8598-42cd-4ee7-9db2-0d12c4e2f4a0 · outbound

This paper cites Data driven prediction archi- tecture for autonomous driving and its application on apollo platform,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Data driven prediction archi- tecture for autonomous driving and its application on apollo platform,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.935285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.254491Z digest=sha256:cd92d9de6049f7ae340122dc306b23b4f88cb7e16846cd26fbdf2d6deb047225

Observation aa743598-355c-4bc3-a1c5-46e70ccafbd3 · outbound

This paper cites End-to-end Autonomous Driving: Challenges and Frontiers.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems End-to-end Autonomous Driving: Challenges and Frontiers

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-12T19:50:39.269175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:50:39.269175Z digest=sha256:eb4491ab48e1dec2177102d97fe229a1db50f42d203879b84edd957256b65fb9

Observation e0994e51-22ef-4ba4-b046-9a5eee5c29b8 · outbound

This paper cites Learning to drive in a day,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Learning to drive in a day,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.915853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.275458Z digest=sha256:8f17f3ffbe7e9f2b48d36b01ba15b24ace28a7d42d933bc7ae84aaa3b40388cf

Observation 7a018fa1-2772-491d-9d8a-58243e73fd74 · outbound

This paper cites CIRL: Controllable Imitative Reinforcement Learning for Vision-based Self-driving.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems CIRL: Controllable Imitative Reinforcement Learning for Vision-based Self-driving

Reference 75

Resolution
verified exact
local_arxiv, observed 2026-08-12T19:50:39.972659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.281225Z digest=sha256:b3857c8ed8146cf84911456fe38e430fb6e6ef945404578920110bed0d7409eb

Observation 09ff71fc-471e-4127-8a1d-938f2f321481 · outbound

This paper cites Trans- fuser: Imitation with transformer-based sensor fusion for autonomous driving,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Trans- fuser: Imitation with transformer-based sensor fusion for autonomous driving,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.897216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.289301Z digest=sha256:1c943b1459aa55cbd6a14e669c5b501f20edf680514816a6868b2ec3dfd99b7a

Observation 9f3740d0-e1b0-40e1-95b1-c80f2b8c7011 · outbound

This paper cites Safety-enhanced autonomous driving using interpretable sensor fusion transformer,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Safety-enhanced autonomous driving using interpretable sensor fusion transformer,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.876858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.298089Z digest=sha256:8e8fde6f54264b06e5959a61c48751516cfddfff926cf8ee8f1b51c60bd8e831

Observation 371ffc26-8cc5-45bc-b15b-49e864f16c06 · outbound

This paper cites End to End Learning for Self-Driving Cars.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems End to End Learning for Self-Driving Cars

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-12T19:50:39.305836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:50:39.305836Z digest=sha256:45b967f768e84a5d7f0f07993f6ede5c2e1d001b8fd99e2f313e0438eecef17a

Observation 961df34e-38ce-41bf-afb0-062de7fe14ab · outbound

This paper cites Urban driving with conditional imitation learning,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Urban driving with conditional imitation learning,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.858440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.313033Z digest=sha256:980b06e620b68cf3ab122cd6a6947e424fb3a3fe7e8270b2cdcbc0441725eae3

Observation 6fe6c8cc-b213-48fe-834c-3ba290e653f7 · outbound

This paper cites Exploring the limitations of behavior cloning for autonomous driving,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Exploring the limitations of behavior cloning for autonomous driving,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.840742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.319617Z digest=sha256:af0db58610504d47dec99f9750db1d89376ee11003abc60cf879136f7a4e8a65

Observation 6eb33849-0e50-4ea8-8bce-2a11498f3846 · outbound

This paper cites Alvinn, an autonomous land vehicle in a neural network,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Alvinn, an autonomous land vehicle in a neural network,

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.819692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.325843Z digest=sha256:4fb6b4abde17ee3d01181f563b792b14ae8c5a42bb08328efe6409f73dedd8eb

Observation f47d9983-3e41-4ad6-ba8d-b5678b7130ab · outbound

This paper cites Pwc-net: Cnns for optical flow using pyramid, warping, and cost volume,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Pwc-net: Cnns for optical flow using pyramid, warping, and cost volume,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.800908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.332781Z digest=sha256:5bf30342266de0a22604d72f4d6d4bab0942de0f41d2779bb2f3facf7974104a

Observation c4534963-c19f-4832-aaa9-9801b94e798e · outbound

This paper cites Self-Attention Generative Adversarial Networks.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Self-Attention Generative Adversarial Networks

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-12T19:50:39.338438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:50:39.338438Z digest=sha256:98ebe193bcea744b0a1ac2987dde3560e9c3fa8fc86d1e2e60c930e153d57cc7

Observation c2d81330-8014-4b38-8dd0-9c739c840945 · outbound

This paper cites Deep residual learning for image recognition,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Deep residual learning for image recognition,

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-12T19:50:39.345106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:50:39.345106Z digest=sha256:b242f3bfe3524449110646ade5dc02e8d1889df57818b2d2295a889ba0f30ef4

Observation 6790f5a8-90af-4099-8e13-543dd1db818e · outbound

This paper cites A model-predictive motion planner for the iara autonomous car,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems A model-predictive motion planner for the iara autonomous car,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.766733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.350637Z digest=sha256:79e1b25fd60ed05f7a9f3fe53f1996bd2bb5a976ff8c30a62a7094dd8bc8abee

Observation d686f678-3a6f-4e28-a0e4-9fe6b5b90ce2 · outbound

This paper cites Mastering the game of go with deep neural networks and tree search,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Mastering the game of go with deep neural networks and tree search,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.745895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.357244Z digest=sha256:ba320d7ce9870733f0e419ef35a3268ab74ec19ded9605b594eb01d6d568c460

Observation 2add9528-42ab-4188-9383-ba079b67d8bc · outbound

This paper cites Continuous control with deep reinforcement learning.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Continuous control with deep reinforcement learning

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-12T19:50:39.366255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:50:39.366255Z digest=sha256:de9c567286c58a3dbeccb8a9a67e38ef318d17650ddb6fdf9e79594c6959a66d

Observation 0d7f0fcb-9ebd-4ad0-a4f4-a00c7a9c896c · outbound

This paper cites Driving with llms: Fusing object- level vector modality for explainable autonomous driving,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Driving with llms: Fusing object- level vector modality for explainable autonomous driving,

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.727307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.373785Z digest=sha256:6aa8c2e6cb6a7e0b76f8bb54c0fecf643ed9c8fd5e9e4198b140185780164d01

Observation 8cb176ac-4b99-4fef-aa54-dad9a83ba90c · outbound

This paper cites Tesla ai day 2021.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Tesla ai day 2021

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.709836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.378955Z digest=sha256:8cb32d4bea02ad5fcffcc498894024ae74df68ca5a7b5fdfc382eaa0c6e9adb0

Observation e1143ec8-969a-4e50-bc99-42656437ce97 · outbound

This paper cites Designing network design spaces,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Designing network design spaces,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.689311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.385187Z digest=sha256:b8e9cebcb3dafb1a306cef81164e28d4a306f498c8c1b968ec07cb1b00a3881b

Observation e913537a-1b69-4f1d-85ec-95dc38440f38 · outbound

This paper cites Efficientdet: Scalable and efficient object detection,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Efficientdet: Scalable and efficient object detection,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.670452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.391156Z digest=sha256:5420f8b44844a9fbedbdae9ac513a0c576d07dbcaaa1d684f4b5790156e31e4c

Observation be374f0b-1588-4f11-9074-eb9e68149a64 · outbound

This paper cites Accelerating the pony.ai av sensor data pro- cessing pipeline.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Accelerating the pony.ai av sensor data pro- cessing pipeline

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.652996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.398836Z digest=sha256:0d083dea98e6b9b53e833c6ee76fbf62933c796e4b4cbb5e2e38f3b6977f88f6

Observation d0b7b034-6b21-49fc-817b-57752bc35b95 · outbound

This paper cites Compute solution for tesla’s full self-driving computer,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Compute solution for tesla’s full self-driving computer,

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.635228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.410687Z digest=sha256:576a6398170001b4b6b9f61d93e0dc2cd10f0d2a2fdb5687d618cd34e08de5db

Observation efe1a014-1d78-4e73-8e62-9b1acc1fc232 · outbound

This paper cites Technology - pony.ai.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Technology - pony.ai

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.616010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.416739Z digest=sha256:2746429142a101d8f0f27c33e2262b43543ea367902294100e1d4faf5cd505d6

Observation d33ebcef-d0a3-48fa-92a8-ff1d5afa7e5d · outbound

This paper cites The architectural implications of autonomous driv- ing: Constraints and acceleration,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems The architectural implications of autonomous driv- ing: Constraints and acceleration,

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.595867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.422865Z digest=sha256:6f7572ee8e82f271e906bc1f70010a204710fe4cca81dc9715de89c83d648f49

Observation 24246745-4c17-4fcc-adce-3fb9e182dbb4 · outbound

This paper cites NUVO-6108GC Industrial-grade GPU Computing Platform.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems NUVO-6108GC Industrial-grade GPU Computing Platform

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.575991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.432051Z digest=sha256:4b391bdcca43239b18eadb48077b14574bba63b513b9a402a5c6db915943aa5f

Observation 7da29f61-4bf8-412a-b52e-63c26ecf05d1 · outbound

This paper cites Jetson Orin Family — NVIDIA.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Jetson Orin Family — NVIDIA

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.557434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.438201Z digest=sha256:183ac2eb3c675b4fd1f093239e81e23dfe56a70757d49f8a16b258dea6b03701

Observation 5053f4e6-0425-480c-acaa-597ccbec8a51 · outbound

This paper cites Nvidia drive in-vehicle computing for autonomous vehicles.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Nvidia drive in-vehicle computing for autonomous vehicles

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.538970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.444859Z digest=sha256:0de3ab6480b5b8a2cf34948a7def317f4a55d3e2a64fae896c7bb6ee4225f304

Observation 67df7742-592a-4ca8-84a4-5751e4282674 · outbound

This paper cites Eyeq chip technology.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Eyeq chip technology

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.519101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.451713Z digest=sha256:6829b0f9b3f9981b3ded832c37a6e43ce0906bd6d77cc0d461064d1c779260bb

Observation d9d3ca6f-cbd1-4346-99f4-9274c1a79200 · outbound

This paper cites Hardware acceleration of deep neural networks for autonomous driving on fpga- based soc,.

Moving Forward: A Review of Autonomous Driving Software and Hardware Systems Hardware acceleration of deep neural networks for autonomous driving on fpga- based soc,

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:50:40.498666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T19:50:39.458860Z digest=sha256:b0f634fde741c91e033d15023149f0cc74874e403d18b39b02ae55b3039ed0dc

Pith citing papers

Observation 60aa3d9c-6982-48b6-bf7a-a680a65a8832 · inbound

Open-Source Autonomous Driving Software Platforms: Comparison of Autoware and Apollo cites this paper.

Open-Source Autonomous Driving Software Platforms: Comparison of Autoware and Apollo Moving Forward: A Review of Autonomous Driving Software and Hardware Systems

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-09T21:54:44.026354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T21:54:43.944511Z digest=sha256:2dda620c26abb6bb1ae9ade1a6ebf8ded4b6c76861c13530877dc4b8c8cef9fe