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Paper Citation Record · LEDGER

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion

As of 9 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2604.24044.

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

pith.paper-citation-record.v1
2604.24044 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T04:56:08.669141Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

46 of 46 outbound references displayed

  • verified exact7
  • verified fuzzy37
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f968ca6-724c-42c8-a21a-e7497240c4a9 · outbound

This paper cites Crosspoint: Self-supervised cross-modal contrastive learning for 3d point cloud understanding.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Crosspoint: Self-supervised cross-modal contrastive learning for 3d point cloud understanding

Reference 1

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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 2026-08-09T06:31:02.800959+00:00.

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Observation 2f8d9ede-ec68-43ca-94eb-11eebfdae1ed · outbound

This paper cites Radardistill: Boosting radar-based ob- ject detection performance via knowledge distillation from lidar features.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Radardistill: Boosting radar-based ob- ject detection performance via knowledge distillation from lidar features

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 529c08e9-0fd1-4d14-99d7-548f25ab330a · outbound

This paper cites Rctdistill: Cross-modal knowledge distillation framework for radar-camera 3d object detection with temporal fusion.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Rctdistill: Cross-modal knowledge distillation framework for radar-camera 3d object detection with temporal fusion

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d1454dae-4689-4379-ba80-cb1ab4d941f7 · outbound

This paper cites Camera-Radar Perception for Autonomous Vehicles and ADAS: Concepts, Datasets and Metrics.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Camera-Radar Perception for Autonomous Vehicles and ADAS: Concepts, Datasets and Metrics

Reference 4

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arxiv_id, observed 2026-05-11T21:36:15.449229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c94c7c51-e9e1-4f6d-a61e-ebd5159171f0 · outbound

This paper cites nuscenes: A multi- modal dataset for autonomous driving.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion nuscenes: A multi- modal dataset for autonomous driving

Reference 5

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verified fuzzy
raw_fallback, observed 2026-05-26T20:22:59.029443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:403fac84f57294fffa0601ea862f79a01739f85175d3ecb80ddc8b1c43ed4f1c

Observation 3a81a3f3-59de-4c5a-a4d4-56f0c406bdfb · outbound

This paper cites Benchmarking robustness of 3d object detection to common corruptions.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Benchmarking robustness of 3d object detection to common corruptions

Reference 6

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raw_fallback, observed 2026-05-26T20:22:59.051447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:a55815d580bd698fd7437a622f3dbe4026651502d0b21d621c57fe95d3b21940

Observation fb368afd-bcc6-4fbc-92e3-a0a92406dd38 · outbound

This paper cites A point set generation network for 3d object reconstruction from a single image.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion A point set generation network for 3d object reconstruction from a single image

Reference 7

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raw_fallback, observed 2026-05-26T20:22:59.015723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:44484b2b4c9292739c1f788ff54a884d65dbedd3568cba0bca6b566476aa3a78

Observation 99f73c68-2334-4231-b142-56d8cd2118b4 · outbound

This paper cites 4d mmwave radar for autonomous driving perception: a comprehensive survey.IEEE Transac- tions on Intelligent Vehicles.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion 4d mmwave radar for autonomous driving perception: a comprehensive survey.IEEE Transac- tions on Intelligent Vehicles

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:99c3298eb2f7fb943eb3f1159d0d5081ae85fb03afc0910fe57ed04fe6bb5e63

Observation e0b451ff-cd11-4ad2-881c-bff17b9f3311 · outbound

This paper cites De- formable feature fusion network for multi-modal 3d object detection.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion De- formable feature fusion network for multi-modal 3d object detection

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 94e9cbcc-c0d3-44c4-8533-d3ab4ad731c2 · outbound

This paper cites Multimodal 3D Object Detection on Unseen Domains.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Multimodal 3D Object Detection on Unseen Domains

Reference 10

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arxiv_id, observed 2026-05-11T21:36:15.491363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7bbd232d-c8ba-47da-88a0-aaa438f2b8d7 · outbound

This paper cites One thousand and one hours: Self-driving motion prediction dataset.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion One thousand and one hours: Self-driving motion prediction dataset

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:58e61525daf7b7ea5b99fab3cdd13215445cb91873bc66ba48d9ccbb5b0cf49d

Observation 120d2f2c-6a6b-4e42-afc6-684f29f0e725 · outbound

This paper cites Craft: Camera-radar 3d object detection with spatio-contextual fusion transformer.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Craft: Camera-radar 3d object detection with spatio-contextual fusion transformer

Reference 12

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raw_fallback, observed 2026-05-26T20:22:59.031981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e14664d8-0905-4d23-acf8-cd0cd188c2b6 · outbound

This paper cites Crn: Camera radar net for accurate, robust, efficient 3d perception.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Crn: Camera radar net for accurate, robust, efficient 3d perception

Reference 13

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raw_fallback, observed 2026-05-26T20:22:59.003200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:0adef88d53f15ad088fc70b8f9a212c88a5ea0b0918fb0ab23d1939c6d79ceed

Observation 25c30f2b-14ff-47e4-9dbb-1b01e4fb503b · outbound

This paper cites Clusterfusion: Leveraging radar spatial features for radar- camera 3d object detection in autonomous vehicles.IEEE Access.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Clusterfusion: Leveraging radar spatial features for radar- camera 3d object detection in autonomous vehicles.IEEE Access

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:adb40832d013ea8d76800c8a09c6f0dee697699b294d1621e68984eecdbffbfa

Observation a0735f82-bd11-449a-b228-7e38e1e1e554 · outbound

This paper cites Modcl: multi-modal object detection with end-to-end con- trastive learning in indoor scene.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Modcl: multi-modal object detection with end-to-end con- trastive learning in indoor scene

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7fcaece6-ac1f-49ae-9feb-b0328fe9a02e · outbound

This paper cites Samplenet: Differentiable point cloud sampling.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Samplenet: Differentiable point cloud sampling

Reference 16

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raw_fallback, observed 2026-05-26T20:22:59.024258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 0ed9dd4d-eb3b-4952-9341-e3979c49ae3b · outbound

This paper cites Con- trastive representation learning: A framework and review.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Con- trastive representation learning: A framework and review

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:492e23076fa28203810d5d7e6f906a8c88c569eae8d72c016b0e71f4b463bfe8

Observation 221abcdf-2762-4d87-8be3-711762ce00ef · outbound

This paper cites Lidar-to-radar translation based on voxel feature extraction module for radar data augmentation.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Lidar-to-radar translation based on voxel feature extraction module for radar data augmentation

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation abed6c10-6378-4db5-a917-3313bad285d8 · outbound

This paper cites Rcbevdet: Radar-camera fusion in bird’s eye view for 3d object detection.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Rcbevdet: Radar-camera fusion in bird’s eye view for 3d object detection

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:7fec1b4b139b171cf94a255bcc18b53219ae8d64c91f63733f90c8a84537a326

Observation fdd1ac35-bf5a-4fce-abb3-7381013539b1 · outbound

This paper cites Flownet3d: Learning scene flow in 3d point clouds.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Flownet3d: Learning scene flow in 3d point clouds

Reference 20

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raw_fallback, observed 2026-05-26T20:22:59.034566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:f83d7ea9294edd56b3b7ed9bb0455955734a1daf73ab4a562918a27a0ed16ce2

Observation a2822fb0-d085-4a1d-90c1-a26bf6197543 · outbound

This paper cites V2x-dsi: A density-sensitive infrastructure lidar benchmark for economic vehicle-to- everything cooperative perception.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion V2x-dsi: A density-sensitive infrastructure lidar benchmark for economic vehicle-to- everything cooperative perception

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:c7dea1c294133c23338b948b6fe243be58ef5e974e7b18225743e44740e627fb

Observation d4d7ed5f-3148-4ee1-ac7a-b1434811aacb · outbound

This paper cites Bevfusion: Multi- task multi-sensor fusion with unified bird’s-eye view repre- sentation.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Bevfusion: Multi- task multi-sensor fusion with unified bird’s-eye view repre- sentation

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:066ed32f75b9dd269b9ac3ec7866b52b276dd9a0adeac024b69dbd1b68ed9c3c

Observation 5dda44f4-037b-460b-ae81-729524222b14 · outbound

This paper cites Centerfusion: Center-based radar and camera fusion for 3d object detection.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Centerfusion: Center-based radar and camera fusion for 3d object detection

Reference 23

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raw_fallback, observed 2026-05-26T20:22:58.998433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:6d4c26f18affa31a8e8b921dade944729a755465f26f6d878f7cf11094687dd3

Observation cda3de2a-8c4e-4f9f-b9d0-eac2f2b09390 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Representation Learning with Contrastive Predictive Coding

Reference 24

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local_arxiv, observed 2026-05-11T21:36:15.519880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:145202e7f48a6e72d0b759106a5c87edd4630cf0ce9eb50d9f61c14d23c1e600

Observation 42406a8e-a5b7-4a4a-a2d2-9db14466677e · outbound

This paper cites Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection

Reference 25

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arxiv_id, observed 2026-05-11T21:36:15.570815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:13bf8cc83f9acb9da384bd910f11208871ccf67e0a03954f2b2f0e5c37fd650f

Observation 4bcc6379-4eca-4112-a9d2-d9dd86f12f7e · outbound

This paper cites PhD thesis, Purdue University Graduate School.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion PhD thesis, Purdue University Graduate School

Reference 26

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raw_fallback, observed 2026-05-26T20:22:59.000808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:cbe012cdc436404230596851f1fd94c3d95b6e0c151a2a5fc8ef77d7a6d3b4c5

Observation 331d1ea2-1c2e-4d5c-b034-156ecb592499 · outbound

This paper cites Understanding and Mitigating the Tradeoff Between Robustness and Accuracy.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Understanding and Mitigating the Tradeoff Between Robustness and Accuracy

Reference 27

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arxiv_id, observed 2026-05-11T21:36:15.533308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:8df078c5ab9d30a2ba31c3aba31e6b30fa59e3c1f21e8f36db02d2b040d01ac8

Observation 576efbef-56c1-4e2e-8455-96f5d928cd28 · outbound

This paper cites BEVCar: Camera-Radar Fusion for BEV Map and Object Segmentation.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion BEVCar: Camera-Radar Fusion for BEV Map and Object Segmentation

Reference 28

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verified exact
arxiv_id, observed 2026-05-11T21:36:15.467352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:ff16dd771719051d19a86ad6061338ca076e5057a9e46591f7fc2970075f02c9

Observation e8518fcf-4efd-4747-b1f5-1b231e9a63a0 · outbound

This paper cites ContrastAlign: Toward Robust BEV Feature Alignment via Contrastive Learning for Multi-Modal 3D Object Detection.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion ContrastAlign: Toward Robust BEV Feature Alignment via Contrastive Learning for Multi-Modal 3D Object Detection

Reference 29

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arxiv_id, observed 2026-05-11T21:36:15.544237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:a1e99eae6b2f53f3cd837e6edee6355ac8608a96ceb0cac04444e0ca0be82885

Observation ab814493-09a3-4a9e-99b5-9869a9522595 · outbound

This paper cites L2r gan: Lidar-to-radar translation.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion L2r gan: Lidar-to-radar translation

Reference 30

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raw_fallback, observed 2026-05-26T20:22:59.054135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:a5a3e7063aeace47c7a7746e78abf4e8a44475b8154bdf9372ee201d86e6c992

Observation 525368e4-5523-44f8-b06a-e335660dada2 · outbound

This paper cites Exploring object-centric temporal modeling for efficient multi-view 3d object detection.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Exploring object-centric temporal modeling for efficient multi-view 3d object detection

Reference 31

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raw_fallback, observed 2026-05-26T20:22:59.021831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:99bad852bb151887d922d2396e28b89c75cf39574ea180c7254e43e5552fd504

Observation de61a7d4-99fc-451f-ae6c-6debc5588d6a · outbound

This paper cites Crrfnet: An adaptive traf- fic object detection method based on camera and radar radio frequency fusion.Transportation Research Part C: Emerg- ing Technologies, 166:104791.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Crrfnet: An adaptive traf- fic object detection method based on camera and radar radio frequency fusion.Transportation Research Part C: Emerg- ing Technologies, 166:104791

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.991138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:8c78c235b1ffcc9ae9f147e63c551518aa34bd025ce1c729be9ff2f76b62257a

Observation f025545e-c305-4e32-803d-fc06b7375843 · outbound

This paper cites Attention-based point cloud edge sampling.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Attention-based point cloud edge sampling

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.986313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:9deb6e50f61112b1538055d83814792c8c8b2ad3e05b3af59b8a0cead6a40dce

Observation 05601581-a7fc-4e9f-88e6-7bbb9646872e · outbound

This paper cites Mvfusion: Multi-view 3d object detection with semantic-aligned radar and camera fusion.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Mvfusion: Multi-view 3d object detection with semantic-aligned radar and camera fusion

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:59.043084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:3d720c3e5d43d858e7727296c7774bac299e5901c4dc030de1e74cd5c83bb569

Observation b1d5bee0-e5eb-441b-ada9-702110dde9a6 · outbound

This paper cites Sckd: Semi-supervised cross-modality knowledge dis- tillation for 4d radar object detection.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Sckd: Semi-supervised cross-modality knowledge dis- tillation for 4d radar object detection

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.988576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:e878719241364eed7dcd82e621b1db3fdd2ee1b9c0b90d515485efffe521cae4

Observation e7fbfe8b-9da8-4737-bae5-50b8fe13b8b5 · outbound

This paper cites Radar-camera fusion for object detection and semantic segmentation in autonomous driving: A comprehensive review.IEEE Transactions on In- telligent Vehicles.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Radar-camera fusion for object detection and semantic segmentation in autonomous driving: A comprehensive review.IEEE Transactions on In- telligent Vehicles

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.979322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:8e4de4854331ef1c5d931114d4d28a5a936d825bb14eb2d703a52e944aeb3f0d

Observation 1b01f9c2-4247-4da9-83f7-203fd9ca9370 · outbound

This paper cites Pastefusion: innovating multimodal sensor fusion for enhanced 3d object detection.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Pastefusion: innovating multimodal sensor fusion for enhanced 3d object detection

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.984095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:3a1261bb6a6c2f8c8b3d570284cb6eb713bcd5664962250adc7f509c8d0ddebc

Observation 432bc3a8-8a05-4819-bec4-383e129ff3a8 · outbound

This paper cites Contrastive late fusion for 3d object detection.IEEE Transactions on Intelligent Vehicles.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Contrastive late fusion for 3d object detection.IEEE Transactions on Intelligent Vehicles

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.977098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:f85ea14958e4c7fbf79d7d74b7dbed9a578382014c0d6a3b75e4ca748ad766ae

Observation c5fa357f-9788-47ac-895a-a559035ef02e · outbound

This paper cites Crkd: Enhanced camera-radar object detection with cross-modality knowledge distillation.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Crkd: Enhanced camera-radar object detection with cross-modality knowledge distillation

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.972523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:79dc89cfe16c6a0c6e86c36265f4f9e374dec781ac0186cac2236386d28264c7

Observation 3e665143-b823-46a2-b18b-7bee702e4d11 · outbound

This paper cites Bev-radar: bidirectional radar-camera fusion for 3d object detection.JUSTC, 54(1):0101–1.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Bev-radar: bidirectional radar-camera fusion for 3d object detection.JUSTC, 54(1):0101–1

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.974744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:54f561a2bd9c13908983e4784f6cd2dcc372573b77847311b22cae39efb9b51c

Observation dba7d7bf-6ab8-48a7-83fd-89476bfbe10d · outbound

This paper cites Bridging the view disparity between radar and camera features for multi-modal fusion 3d object detection.IEEE Transactions on Intelligent Vehicles, 8(2):1523–1535.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Bridging the view disparity between radar and camera features for multi-modal fusion 3d object detection.IEEE Transactions on Intelligent Vehicles, 8(2):1523–1535

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.981784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:b0446d6f90dabe2d823bbd55456e7912936c94e04f2e7d757d65b7f54f7e1124

Observation e2c80e38-2a04-4fc4-920e-8260372d0bb7 · outbound

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

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion V oxelnet: End-to-end learning for point cloud based 3d object detection

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.970001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:36503d4e11cb449d0bae5f0a2e0763939e7df0f36b6881b2060b85fe78d8dc25

Observation 689a77e9-a0cf-4b67-9853-4ac185ba481e · outbound

This paper cites an unresolved cited work.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-05-26T20:22:58.965517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:54a10da4b4c66b808fc74758b4f00c6b38c617c57cda10c4134a8d3627a49a3e

Observation e92f62ad-69a3-406e-9a82-b15a76f9bfe0 · outbound

This paper cites an unresolved cited work.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-26T20:22:58.967698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:a1018bec00ebb3f6961c4de5c043b809139f6ee0e06d0a06cf7f2f0d8c4aa27a

Observation 40371d53-c1aa-43a2-a5b9-ed2e31ccf87d · outbound

This paper cites Visualization of Experimental Results Figure 8 provides a visual comparison between the results produced by our proposed method and those generated by the CRN baseline.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion Visualization of Experimental Results Figure 8 provides a visual comparison between the results produced by our proposed method and those generated by the CRN baseline

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.963381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:1523fae860aab2622549eeb9cb39e180b412d718acfb2868a018cd4717a50539

Observation 711da206-2f1e-41c8-bbc8-9d06a6599720 · outbound

This paper cites We adopt theSGDoptimizer with a learning rate of 2×10 −4, momentum of 0.9, and weight decay of1×10 −5.

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion We adopt theSGDoptimizer with a learning rate of 2×10 −4, momentum of 0.9, and weight decay of1×10 −5

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T20:22:58.960739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T04:56:08.669141Z digest=sha256:5ce87259c11a5dd68b73e0f725d9fb5247e6750b76b5c6399da3083f754f993d

Pith citing papers

No inbound Pith citation observations are available.