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Paper Citation Record · LEDGER

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure

As of 22 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2412.04337.

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

pith.paper-citation-record.v1
2412.04337 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:38:29.860617Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

  • verified exact2
  • verified fuzzy43
  • unresolved7
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5ca43bd-bec6-4e2a-8e85-7f4f092471f2 · outbound

This paper cites Deep learning-based motion pre- diction leveraging autonomous driving datasets: State- of-the-art,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Deep learning-based motion pre- diction leveraging autonomous driving datasets: State- of-the-art,

Reference 1

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Source-reported events for the cited work

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Observation 9193796d-c994-4968-bcab-421da6f34481 · outbound

This paper cites Path planning techniques for au- tonomous vehicles,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Path planning techniques for au- tonomous vehicles,

Reference 2

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 44733669-ca21-43f0-9b14-0a75577296e7 · outbound

This paper cites Bevfusion: Multi-task multi-sensor fu- sion with unified bird’s-eye view representation,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Bevfusion: Multi-task multi-sensor fu- sion with unified bird’s-eye view representation,

Reference 3

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:28.491644Z digest=sha256:85bc96c780feb25234f232b68ef11417d60e4af1dfc82011f75b0e47a7843819

Observation 6d3d551c-9062-499f-9a10-37c8ecdb8eda · outbound

This paper cites EA-LSS: Edge-aware Lift-splat-shot Framework for 3D BEV Object Detection.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure EA-LSS: Edge-aware Lift-splat-shot Framework for 3D BEV Object Detection

Reference 4

Resolution
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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T21:38:28.516493Z digest=sha256:68cbe7b92c6e6436fbcb776a4a97d44b533b1a1f3c90a5b50b02629bf37c3fdf

Observation 916737ab-9533-4547-bcc3-8f892f2fbfd8 · outbound

This paper cites Fisheye Camera and Ultrasonic Sensor Fusion For Near-Field Obstacle Perception in Bird's-Eye-View.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Fisheye Camera and Ultrasonic Sensor Fusion For Near-Field Obstacle Perception in Bird's-Eye-View

Reference 5

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 2e2d3430-5281-4c23-900b-5dfe61125fae · outbound

This paper cites Spatio-contextual deep network- based multimodal pedestrian detection for au- tonomous driving,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Spatio-contextual deep network- based multimodal pedestrian detection for au- tonomous driving,

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:28.555831Z digest=sha256:f44d2f910d196663f7f83a9cd88cb3ab40d350faac7912f1c327aa9dcf8b2037

Observation 981c9c21-e543-49d4-a7c5-2c27252155b3 · outbound

This paper cites Revisiting modality imbalance in mul- timodal pedestrian detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Revisiting modality imbalance in mul- timodal pedestrian detection,

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:28.563389Z digest=sha256:b4934f51b8eba5d02b159df7c8e90b38374d269d4d2cd6f22b29c702302bc388

Observation 88e9041c-837a-4443-99ef-1306dea2f012 · outbound

This paper cites Is-fusion: Instance-scene collaborative fusion for multimodal 3d object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Is-fusion: Instance-scene collaborative fusion for multimodal 3d object detection,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:32.914594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 6e97de65-ea43-486c-84a0-2a83def7e99e · outbound

This paper cites GraphBEV: Towards Robust BEV Feature Alignment for Multi-Modal 3D Object Detection.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure GraphBEV: Towards Robust BEV Feature Alignment for Multi-Modal 3D Object Detection

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ebb58144-439f-448c-81b8-29569dd1019c · outbound

This paper cites Graphalign++: An accurate feature alignment by graph matching for multi-modal 3d ob- ject detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Graphalign++: An accurate feature alignment by graph matching for multi-modal 3d ob- ject detection,

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation a58fd548-8fd4-44c5-8940-cdc9257d494a · outbound

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

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Bevformer v2: Adapting mod- ern image backbones to bird’s-eye-view recognition via perspective supervision,

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:28.586828Z digest=sha256:da6545a09654b85acb086f273f32402ac82c102a22c5daef1996480c6fc83d60

Observation 898e4604-e6d5-49d5-8ed1-aba68fad6a00 · outbound

This paper cites nuscenes: A multimodal dataset for autonomous driving,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure nuscenes: A multimodal dataset for autonomous driving,

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:28.637976Z digest=sha256:1f6137ff768e4904a48972fa02af1aa07c1099802c8f3a5aa96304b533ef9c2d

Observation f8e9ce63-1f8d-4eaf-acc7-6a7287e014e7 · outbound

This paper cites Scalability in perception for au- tonomous driving: Waymo open dataset,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Scalability in perception for au- tonomous driving: Waymo open dataset,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:32.661138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:28.703095Z digest=sha256:c7427ce3882e180bd973143e8e5deb9f8f6d8b2e13dbd8326c32ae4c1f650e6d

Observation eb7f5556-74a7-4d33-abaf-ccd478b632f9 · outbound

This paper cites Unbiased Teacher for Semi-Supervised Object Detection.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Unbiased Teacher for Semi-Supervised Object Detection

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T21:38:28.775207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:38:28.775207Z digest=sha256:b11c5331078943ed3d4e69efa4d5bec736e44ad65efe15f6321c288a2855a2ed

Observation 4ecf30d9-d1a4-4daa-a576-e69d89b93262 · outbound

This paper cites Monocular 3d object detection with lidar guided semi supervised active learning,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Monocular 3d object detection with lidar guided semi supervised active learning,

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 5a88fd7a-947a-43f9-b174-d81c6b362703 · outbound

This paper cites Alwod: active learning for weakly- supervised object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Alwod: active learning for weakly- supervised object detection,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:32.577762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 6a0cc977-24ae-4be5-8afc-62729a81bbb5 · outbound

This paper cites Memory aware synapses: Learning what (not) to forget,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Memory aware synapses: Learning what (not) to forget,

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 37a5bdea-8166-432c-bdfd-293419e03e33 · outbound

This paper cites Efficient lifelong learning with a- gem,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Efficient lifelong learning with a- gem,

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation bfc4d405-45b0-4b16-b5fd-8a56bb4b8132 · outbound

This paper cites Active teacher for semi-supervised object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Active teacher for semi-supervised object detection,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:32.301981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation e428f0ee-986c-4881-a1dc-0bade253a723 · outbound

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

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure V oxelnet: End-to-end learning for point cloud based 3d object detection,

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 28ff23bb-689f-4cf0-a1a7-a50c4423a28e · outbound

This paper cites Object as query: Lifting any 2d ob- ject detector to 3d detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Object as query: Lifting any 2d ob- ject detector to 3d detection,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:32.222061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 2d6d4bbd-495d-4051-8fcb-ebd45008c2b6 · outbound

This paper cites Cvfnet: Real-time 3d object detection by learning cross view features,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Cvfnet: Real-time 3d object detection by learning cross view features,

Reference 22

Resolution
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raw_fallback, observed 2026-08-11T21:38:32.107601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:28.972222Z digest=sha256:63d1d1241e287ba59d2c2fefe8200de4be0d649439998a402ce46e83335b3bdd

Observation 07b421ad-5ff0-475c-b953-e9a5b6356996 · outbound

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

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Transfusion: Robust lidar-camera fu- sion for 3d object detection with transformers,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:32.010066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation f1b693e3-c511-4a3e-9652-738868c9adbf · outbound

This paper cites Futr3d: A unified sensor fusion frame- work for 3d detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Futr3d: A unified sensor fusion frame- work for 3d detection,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.967489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:28.984966Z digest=sha256:b65a44fe16949edcdc161296f5faeef7c15e12517d1a46c0f062197d76103206

Observation ee701784-3a08-4b68-991e-068593a7e647 · outbound

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

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Bevfusion: A simple and robust lidar- camera fusion framework,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.913236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:28.990568Z digest=sha256:86f1a5b9a0d6f60ea1a327f02a1f55188c69c60df575df81d7d9cad10e459d02

Observation 0bd5dec4-af43-4d12-9031-294ae49c659f · outbound

This paper cites Lift: Learning 4d lidar image fusion transformer for 3d object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Lift: Learning 4d lidar image fusion transformer for 3d object detection,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.805849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.061301Z digest=sha256:ac3de44fc615064b22c1dda820d291e4e394208a415a09c4cec626c12d4de657

Observation cab9f8c1-6eb4-4a89-86e7-9b8dd3ae96ea · outbound

This paper cites BEVFusion4D: Learning LiDAR-Camera Fusion Under Bird's-Eye-View via Cross-Modality Guidance and Temporal Aggregation.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure BEVFusion4D: Learning LiDAR-Camera Fusion Under Bird's-Eye-View via Cross-Modality Guidance and Temporal Aggregation

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T21:38:29.126632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:38:29.126632Z digest=sha256:c4eb6ec5aa699a13ed85ff86c2708f4273d881deb75684317f1a5e9b292936bf

Observation d572956d-4aa4-4244-9d76-7cd17f0ce2e2 · outbound

This paper cites Objectfusion: Multi-modal 3d object detection with object-centric fusion,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Objectfusion: Multi-modal 3d object detection with object-centric fusion,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.788469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.209716Z digest=sha256:52482df4a1156bf7b82c1ea955869e0993231af707f8f5499471980aaf910950

Observation 5e9b396a-934c-488f-a36f-f921ae460c60 · outbound

This paper cites Sess: Self-ensembling semi- supervised 3d object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Sess: Self-ensembling semi- supervised 3d object detection,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.769674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.250292Z digest=sha256:87c046b6cd1d138d9cee87b05f67bb33ee810d8022af058e4dc73c1c978631a7

Observation 41d3d141-8b99-45fd-a4bf-b805e8182927 · outbound

This paper cites Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results,

Reference 30

Resolution
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raw_fallback, observed 2026-08-11T21:38:31.718270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.267331Z digest=sha256:62cdb25c49eba641dc247abeff39ad84a3173796391c34d4751318c4c42e544a

Observation 7707ac4c-2532-4733-90ff-7b0f1a2a0684 · outbound

This paper cites 3dioumatch: Leveraging iou pre- diction for semi-supervised 3d object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure 3dioumatch: Leveraging iou pre- diction for semi-supervised 3d object detection,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.643286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.319567Z digest=sha256:e298d32f9e0c77436abf485d219bd868ddfa4bdcd501d08a2d40de0860a1ab6b

Observation d8f3bea1-d4a9-4371-a65e-f25100c99790 · outbound

This paper cites Semi-supervised 3d object detection with proficient teachers,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Semi-supervised 3d object detection with proficient teachers,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.561196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.327203Z digest=sha256:74d4fe38b03e9f15c7867a846adf11a7ac0a3fe3df6572aae456715f48f33945

Observation daeb59ea-c7a4-4642-8890-2a68d90469d0 · outbound

This paper cites Combating noise: semi-supervised learning by region uncertainty quantification,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Combating noise: semi-supervised learning by region uncertainty quantification,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.542050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.332783Z digest=sha256:96e3e070ad2c4b5b6fdbee1b6fe69bffa1d39ed96a1db08bdc8aea460647ca8e

Observation eff1cbbe-249a-4252-acd0-25ae709da663 · outbound

This paper cites Reliable student: Addressing noise in semi-supervised 3d object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Reliable student: Addressing noise in semi-supervised 3d object detection,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.479618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.340048Z digest=sha256:6a3f7deec7beff31c1e49e610dcacc88cc8fc75f1db6ad30d548b14e46b69c63

Observation 222d4d89-f52c-47ad-9cd6-e73f9de1c6d7 · outbound

This paper cites Internimage: Exploring large-scale vision foundation models with deformable convolu- tions,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Internimage: Exploring large-scale vision foundation models with deformable convolu- tions,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.398282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.350511Z digest=sha256:e283f910e5436ad4cc72f02d4f712db640be49d96c37cd3e52c5f5e8a3d4c3f3

Observation 95d87297-108f-47ed-9466-ce9115a2fb06 · outbound

This paper cites Fcos3d: Fully convolutional one-stage monocular 3d object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Fcos3d: Fully convolutional one-stage monocular 3d object detection,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.279639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.356964Z digest=sha256:0e861d98a7c2cbf490d1539d783d3fec5742db53371249fa6be2b3f8473111da

Observation 3cbc2a0f-a2a7-449f-adc3-56aa44623089 · outbound

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

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Deformable DETR: Deformable Transformers for End-to-End Object Detection

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T21:38:29.362666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:38:29.362666Z digest=sha256:361dd06832aadb98f1e571a5f787c282b982272126ad21cd2517fb7302ba2d95

Observation ce0c5870-026a-47f9-b684-f192a587071b · outbound

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

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T21:38:29.423889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:38:29.423889Z digest=sha256:7da6e1d6229630ac172613e9af069ce26acb9399f9d7cda008afd03f608b6ced

Observation 42d971e4-ead9-48b7-9d07-7ab49f85a7a9 · outbound

This paper cites V oxel r-cnn: Towards high perfor- mance voxel-based 3d object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure V oxel r-cnn: Towards high perfor- mance voxel-based 3d object detection,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.253178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.471806Z digest=sha256:9944e498b50db3464f29a077adbaf2b2029dac846a8760d3c42bf50b7617f68a

Observation e893f1c2-7123-41f6-8e9a-a17c5d045ecf · outbound

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

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Center-based 3d object detection and tracking,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.208961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.534974Z digest=sha256:c1348b319d917805441148e627f76945247b19a8ed322e062ed9d117abb950d0

Observation 3084f86e-f555-4c72-ac5e-fc4b9e04e844 · outbound

This paper cites BEV-IO: Enhancing Bird's-Eye-View 3D Detection with Instance Occupancy.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure BEV-IO: Enhancing Bird's-Eye-View 3D Detection with Instance Occupancy

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:38:30.072779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.577601Z digest=sha256:92a3c105442cd2de5ff12df763f4329da3559545172bc0c1ad088ff27f4806b9

Observation 162bcb25-54b8-43bc-b59a-e3c2191f26e4 · outbound

This paper cites Detr3d: 3d object detection from multi-view images via 3d-to-2d queries,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Detr3d: 3d object detection from multi-view images via 3d-to-2d queries,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:31.129320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.602110Z digest=sha256:b8bf661a0edd4568b2ff5ea1b228f2cff8dfc2e98000a2517eb49f19b179b784

Observation 1892a383-3ad5-4957-93be-690430498a84 · outbound

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

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Bevformer: Learning bird’s-eye- view representation from multi-camera images via spatiotemporal transformers,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:30.975029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.614934Z digest=sha256:d5b74d515d2814ac0b6a8b59d4aeba39c4cec583abbee05c421ccf98a3e5ef79

Observation bcacb3cb-154a-43d6-ba20-89983111d14d · outbound

This paper cites Fast-BEV: Towards Real-time On-vehicle Bird's-Eye View Perception.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Fast-BEV: Towards Real-time On-vehicle Bird's-Eye View Perception

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T21:38:29.624862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:38:29.624862Z digest=sha256:56bc06db1a6147ae95b64d6148125fd427c1c2f79bb3b72fe7d4faf5163332e5

Observation 5efe4684-f490-4016-88aa-9d7ff02e319f · outbound

This paper cites Deepinteraction: 3d object detection via modality interaction,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Deepinteraction: 3d object detection via modality interaction,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:30.923677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.629711Z digest=sha256:c997b6fc17297980496bc7f7b7a1580fe64b9ff0a675232fb648dee61068f946

Observation 891dfd45-63d6-44ce-9920-64cfc07b26b5 · outbound

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

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Pointpillars: Fast encoders for object detection from point clouds,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:30.844948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.635884Z digest=sha256:061b11d6a989e69f76bfd6655b67eb023d504c65cd98bff324b41e9b811af312

Observation 5c3b0840-4928-4196-91f1-e6582f3b69a7 · outbound

This paper cites Pillarnet: Real-time and high- performance pillar-based 3d object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Pillarnet: Real-time and high- performance pillar-based 3d object detection,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:30.674180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.650011Z digest=sha256:99c68cadd68a049df2a5d15587275cbab6ff7a353a14489e58027aa4b9847d48

Observation 65277f3f-fb3c-4538-82ec-3b8a81a90888 · outbound

This paper cites Super sparse 3d object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Super sparse 3d object detection,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:30.653378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.654898Z digest=sha256:1036d3d18abfaa89f654565d61465a2086854304d08139493387b8f2be19efcc

Observation 706774a2-5c6b-4076-8f9a-bee1870348f9 · outbound

This paper cites Centerformer: Center-based trans- former for 3d object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Centerformer: Center-based trans- former for 3d object detection,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:30.629668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.659573Z digest=sha256:807a62129bacfcb71480e4069423ea82bf9e61f559af7eddc27958cade7c9fb4

Observation 3ed31135-61f6-4cea-a3a7-9bd401766d17 · outbound

This paper cites Clusterformer: Cluster-based trans- former for 3d object detection in point clouds,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Clusterformer: Cluster-based trans- former for 3d object detection in point clouds,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:30.554767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.697319Z digest=sha256:68296faae3ead9ef94267911b09997af50464b8f0acb4f3d5355fe5c1034961c

Observation 25832b8a-4d85-43be-9165-ce348a688845 · outbound

This paper cites Pv-rcnn++: Point-voxel feature set ab- straction with local vector representation for 3d object detection,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Pv-rcnn++: Point-voxel feature set ab- straction with local vector representation for 3d object detection,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:30.394110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.767083Z digest=sha256:f7d1c51a8106b1591d6d6fb1b3b8b7eee5495a10931fc928128b69fb60d43638

Observation ce5ae269-e734-4492-80cd-771135478ee5 · outbound

This paper cites Afdetv2: Rethinking the necessity of the second stage for object detection from point clouds,.

Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Afdetv2: Rethinking the necessity of the second stage for object detection from point clouds,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:38:30.364023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:38:29.860617Z digest=sha256:a682b62b50ce8f58ee726bc5381aa7467e7de78430593b2568b6feccc3873b04

Pith citing papers

No inbound Pith citation observations are available.