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Paper Citation Record · LEDGER

Physics-Based Rendering for Improving Robustness to Rain

As of 20 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:1908.10335.

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

pith.paper-citation-record.v1
1908.10335 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:49:58.976800Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

59 of 59 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f01219f0-49d8-4565-8249-6ba50176dc6a · outbound

This paper cites Doppler radar characteristics of precipitation at vertical incidence.

Physics-Based Rendering for Improving Robustness to Rain Doppler radar characteristics of precipitation at vertical incidence

Reference 1

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Observation f342544c-b377-4fe2-9cd2-ed5742a4630d · outbound

This paper cites Analysis of rain and snow in frequency space.

Physics-Based Rendering for Improving Robustness to Rain Analysis of rain and snow in frequency space

Reference 2

Resolution
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Observation 1ffaf1b2-6ec2-4ca0-ac9e-7d45f2bc7501 · outbound

This paper cites The fast bilateral solver.

Physics-Based Rendering for Improving Robustness to Rain The fast bilateral solver

Reference 3

Resolution
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Source-reported events for the cited work

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Observation 3b0c7369-8fce-4877-b6ba-3ff51bb1e474 · outbound

This paper cites Curriculum learning.

Physics-Based Rendering for Improving Robustness to Rain Curriculum learning

Reference 4

Resolution
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Source-reported events for the cited work

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Observation ff88a6f6-8123-4805-b362-92581cdffd58 · outbound

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

Physics-Based Rendering for Improving Robustness to Rain nuScenes: A multimodal dataset for autonomous driving

Reference 5

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Source-reported events for the cited work

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Observation a7445a1f-71fc-4e71-9940-8166c85f1a2a · outbound

This paper cites Hallucinating environment maps from single images.

Physics-Based Rendering for Improving Robustness to Rain Hallucinating environment maps from single images

Reference 6

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b5aa0451-41c1-45df-aa4f-f7a4531ba03d · outbound

This paper cites A generalized low-rank ap- pearance model for spatio-temporally correlated rain streaks.

Physics-Based Rendering for Improving Robustness to Rain A generalized low-rank ap- pearance model for spatio-temporally correlated rain streaks

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f63cd9e6-36b4-47f0-8976-76898bbc957b · outbound

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

Physics-Based Rendering for Improving Robustness to Rain The cityscapes dataset for semantic urban scene understanding

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 80d1fd68-29a4-413a-a421-7b05a58c81af · outbound

This paper cites R4: Realistic rain render- ing in realtime.

Physics-Based Rendering for Improving Robustness to Rain R4: Realistic rain render- ing in realtime

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 13a80842-8963-4df4-82e6-890d364e5f7b · outbound

This paper cites R-fcn: Object detection via region-based fully convolutional networks.

Physics-Based Rendering for Improving Robustness to Rain R-fcn: Object detection via region-based fully convolutional networks

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 2026-08-20T06:33:59.587034+00:00.

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Observation 2b11c189-3b94-41af-9799-5e12e9991a29 · outbound

This paper cites Fast reactive control for illumination through rain and snow.

Physics-Based Rendering for Improving Robustness to Rain Fast reactive control for illumination through rain and snow

Reference 11

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation cd31b2a5-30ac-49b3-9763-9a8d053e6e66 · outbound

This paper cites Restoring an image taken through a window covered with dirt or rain.

Physics-Based Rendering for Improving Robustness to Rain Restoring an image taken through a window covered with dirt or rain

Reference 12

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b7e2f27b-f378-4068-863a-4e349907070e · outbound

This paper cites Material based splashing of water drops.

Physics-Based Rendering for Improving Robustness to Rain Material based splashing of water drops

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 8d73506d-ac74-43f0-8a35-edb5759fc4d7 · outbound

This paper cites Detection and removal of rain from videos.

Physics-Based Rendering for Improving Robustness to Rain Detection and removal of rain from videos

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 69712d28-ccf7-4a1b-a9c1-a28ece8f1de3 · outbound

This paper cites When does a camera see rain? In IEEE International Conference on Computer Vision, volume 2, pages 1067–1074.

Physics-Based Rendering for Improving Robustness to Rain When does a camera see rain? In IEEE International Conference on Computer Vision, volume 2, pages 1067–1074

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 2026-08-20T06:33:59.587034+00:00.

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Observation 4d41ec2b-7088-49d2-8e09-376bec4abb92 · outbound

This paper cites Photorealistic rendering of rain streaks.

Physics-Based Rendering for Improving Robustness to Rain Photorealistic rendering of rain streaks

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 9014ee03-49bb-43bc-a525-478988bebe0c · outbound

This paper cites Vision and rain.

Physics-Based Rendering for Improving Robustness to Rain Vision and rain

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 619a3f89-a615-4ba7-8b51-a4c614399aa6 · outbound

This paper cites Im- age style transfer using convolutional neural networks.

Physics-Based Rendering for Improving Robustness to Rain Im- age style transfer using convolutional neural networks

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 2026-08-20T06:33:59.587034+00:00.

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Observation 40cf4b23-ea2d-4750-935c-78f97fb75f23 · outbound

This paper cites Vision meets robotics: The kitti dataset.

Physics-Based Rendering for Improving Robustness to Rain Vision meets robotics: The kitti dataset

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 10403bae-54ec-467b-ae10-0c1f92c186cb · outbound

This paper cites Are we ready for autonomous driving? The KITTI vision benchmark suite.

Physics-Based Rendering for Improving Robustness to Rain Are we ready for autonomous driving? The KITTI vision benchmark suite

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 97843816-29d7-4484-9522-da2683280b78 · outbound

This paper cites an unresolved cited work.

Physics-Based Rendering for Improving Robustness to Rain Unresolved cited work

Reference 21

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 6e63f969-9970-4aff-8df8-aae606dba492 · outbound

This paper cites Raindrop detection on car windshields using geometric-photometric environment con- struction and intensity-based correlation.

Physics-Based Rendering for Improving Robustness to Rain Raindrop detection on car windshields using geometric-photometric environment con- struction and intensity-based correlation

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation e9de9472-784a-4d04-aecc-e8663533e43d · outbound

This paper cites Deep sky modeling for single image out- door lighting estimation.

Physics-Based Rendering for Improving Robustness to Rain Deep sky modeling for single image out- door lighting estimation

Reference 23

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation c975d960-37ce-4f0c-afd7-bb11ab9ee2f6 · outbound

This paper cites Robot vision.

Physics-Based Rendering for Improving Robustness to Rain Robot vision

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f8f5d27a-cefb-44bf-9351-eeb484a84186 · outbound

This paper cites Consis- tent temporal variations in many outdoor scenes.

Physics-Based Rendering for Improving Robustness to Rain Consis- tent temporal variations in many outdoor scenes

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.528393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 24826b65-e2a8-47ed-997a-3dee70dc56ed · outbound

This paper cites Sparse and dense data with CNNs: Depth completion and semantic segmentation.

Physics-Based Rendering for Improving Robustness to Rain Sparse and dense data with CNNs: Depth completion and semantic segmentation

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation cdb998b3-845e-4a50-a5f5-60f2f1a2ef4c · outbound

This paper cites Perceptual losses for real-time style transfer and super-resolution.

Physics-Based Rendering for Improving Robustness to Rain Perceptual losses for real-time style transfer and super-resolution

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.503083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 2dfe807e-03a2-4d93-97e3-f86c9adcfa4e · outbound

This paper cites Driving in the matrix: Can virtual worlds replace human- generated annotations for real world tasks? In International Conference on Robotics and Automation, 2016.

Physics-Based Rendering for Improving Robustness to Rain Driving in the matrix: Can virtual worlds replace human- generated annotations for real world tasks? In International Conference on Robotics and Automation, 2016

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.491650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.821922Z digest=sha256:92fcb00be47f03bfe9f0f26bfa9c6490adb75b851096ce2d124b95ec2b739441

Observation 8d26ef76-247c-45b4-b6dc-2868b7777359 · outbound

This paper cites Influence of Fog on Computer Vision Algorithms.

Physics-Based Rendering for Improving Robustness to Rain Influence of Fog on Computer Vision Algorithms

Reference 29

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 599b86b9-855e-4f53-9ce2-e26eccfce74c · outbound

This paper cites Transient attributes for high-level under- standing and editing of outdoor scenes.

Physics-Based Rendering for Improving Robustness to Rain Transient attributes for high-level under- standing and editing of outdoor scenes

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.468252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.829839Z digest=sha256:ebb7eb36ca7d29d1e8f26f26ce5c7e5f2f2a33f8213ecbe5109cc65b8b122e06

Observation 478a0b4c-1a24-4e5a-8036-b6142dd4cc22 · outbound

This paper cites Webcam clip art: Appearance and illuminant transfer from time-lapse sequences.

Physics-Based Rendering for Improving Robustness to Rain Webcam clip art: Appearance and illuminant transfer from time-lapse sequences

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.456920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.833299Z digest=sha256:5ece9c871a80229e58a6a225797fc95c6cd40e997d240c48ea27da50a2818a23

Observation 465404a1-9153-4d6c-bf88-d0e7ee8bf13e · outbound

This paper cites Tan, and Loong-Fah Cheong.

Physics-Based Rendering for Improving Robustness to Rain Tan, and Loong-Fah Cheong

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.445951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.837984Z digest=sha256:f82442f7c029655d251d50da929eeae8cdeeb9c27d44d71afe9eb9b55b4c4605

Observation 370d6768-4275-4d67-a687-79cb6a3457d9 · outbound

This paper cites Rain streak removal using layer priors.

Physics-Based Rendering for Improving Robustness to Rain Rain streak removal using layer priors

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.435586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.841776Z digest=sha256:f168de21aba07c9a95d4cbbcf1efbaac64431f29ac52efde45d6771cc48e82d0

Observation 72b64eb8-536e-4244-a3fd-3be036f12604 · outbound

This paper cites Ssd: Single shot multibox detector.

Physics-Based Rendering for Improving Robustness to Rain Ssd: Single shot multibox detector

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.424542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.845707Z digest=sha256:ad29cb3261f4e7e6a719df42f2815259648a2b421e4687e9f2850f3c77fb1af0

Observation 152eec1b-c721-4d0e-a10d-f846c4acd226 · outbound

This paper cites Removing rain from a single image via discriminative sparse coding.

Physics-Based Rendering for Improving Robustness to Rain Removing rain from a single image via discriminative sparse coding

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.412966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.849818Z digest=sha256:b0954bf10a807406087d264d2c0e7a247bfddf661fdc8256045275360a93f7cc

Observation 89da38a4-be66-43bd-b81e-5dbf84c0e50b · outbound

This paper cites 1 Year, 1000km: The Oxford RobotCar Dataset.

Physics-Based Rendering for Improving Robustness to Rain 1 Year, 1000km: The Oxford RobotCar Dataset

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.400055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.853812Z digest=sha256:b7949d140f1586a3f49deca3baf8b232540e1eccc9371254d892c0b4cfca06a7

Observation 894ae248-f773-45d0-a592-ddff3977560c · outbound

This paper cites The distribution of raindrops with size.

Physics-Based Rendering for Improving Robustness to Rain The distribution of raindrops with size

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.387248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.857980Z digest=sha256:20653673a3d47b73ecf68505f435f1f5f4f270fefc777ca8f5b7f0fb9a1c7067

Observation 74d37538-034a-4f0b-9446-f3729774c0a6 · outbound

This paper cites All the images of an outdoor scene.

Physics-Based Rendering for Improving Robustness to Rain All the images of an outdoor scene

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.375904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.861813Z digest=sha256:3f06c8014018f284034946aaccc0435eb0c5c99b637cdac492c8f849c960606e

Observation 430ed94e-8f8a-430d-a895-5b3da727f0dc · outbound

This paper cites A lens and aper- ture camera model for synthetic image generation.

Physics-Based Rendering for Improving Robustness to Rain A lens and aper- ture camera model for synthetic image generation

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.363289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.865409Z digest=sha256:cb4e02a44a8a614ef1748ca9e5bc7e027faed2486da21d66a357579472f439ab

Observation 0c49f659-a79f-4795-8550-b93f9d750f06 · outbound

This paper cites Atmospheric effects on availability of free space optics systems.

Physics-Based Rendering for Improving Robustness to Rain Atmospheric effects on availability of free space optics systems

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.352430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.869459Z digest=sha256:a8799e59d220d63ecf92a85fec2092722e210b81c10189475be8d46878d02520

Observation 14ea9091-30dd-4490-ad7c-9e60ed73ceb6 · outbound

This paper cites Yolo9000: better, faster, stronger.

Physics-Based Rendering for Improving Robustness to Rain Yolo9000: better, faster, stronger

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.341482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.874339Z digest=sha256:59ad5dbf372d9d74f0cbc6131954b20639272ef77fe85268b58f1b2ba90640d9

Observation 1aecb89a-665f-4474-a145-6923023d32a3 · outbound

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

Physics-Based Rendering for Improving Robustness to Rain Faster r-cnn: Towards real-time object detection with region proposal networks

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.330425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.878876Z digest=sha256:1a2185798118253589b68c3658a1541b755009c8e2706c1b0e44d303d219c933

Observation 484cf3d7-bc9b-47c8-85b6-ba5db3acdc4d · outbound

This paper cites Erfnet: Efficient residual factorized con- vnet for real-time semantic segmentation.

Physics-Based Rendering for Improving Robustness to Rain Erfnet: Efficient residual factorized con- vnet for real-time semantic segmentation

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.318422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.884353Z digest=sha256:8e6c9133afe72ccfb268cfbebb065bfd8867f6db85a3c39a185d7569da8a2704

Observation 71c022b7-02b4-4b0e-8903-b665c4850d6a · outbound

This paper cites Realistic real-time rain rendering.

Physics-Based Rendering for Improving Robustness to Rain Realistic real-time rain rendering

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.304692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.888988Z digest=sha256:f52c3849b7a74706ec9665ccd7e2ca99d0d06a930247f91460186c17f2675cb3

Observation ad405887-58d9-489d-8b9e-3e01fc17bb4b · outbound

This paper cites Espnet: Efficient spatial pyramid of dilated convolutions for semantic segmentation.

Physics-Based Rendering for Improving Robustness to Rain Espnet: Efficient spatial pyramid of dilated convolutions for semantic segmentation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.293151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.893871Z digest=sha256:e6d30692dd357eaa468541d05da6927e754ac2450ca0cf1bfceb42a025f3b8f9

Observation ef14c2e3-5342-4053-99fc-017ff97ff6ff · outbound

This paper cites Semantic foggy scene understanding with synthetic data.

Physics-Based Rendering for Improving Robustness to Rain Semantic foggy scene understanding with synthetic data

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.280573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.899142Z digest=sha256:327e5a887cb5875fe8027719bb582448bf61144410c3cd6972bddff50297cd64

Observation 7c6f6361-d12d-4100-b5e5-d157de48707a · outbound

This paper cites Dsod: Learning deeply su- pervised object detectors from scratch.

Physics-Based Rendering for Improving Robustness to Rain Dsod: Learning deeply su- pervised object detectors from scratch

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.268107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.903964Z digest=sha256:27fdec73ca85349116c1ded04ce8ae9c0e7b83af3435b90316edf4e6edccba03

Observation 992b7603-aba3-4f0c-bd2d-1ac912f57923 · outbound

This paper cites Artist-directable real-time rain rendering in city environments.

Physics-Based Rendering for Improving Robustness to Rain Artist-directable real-time rain rendering in city environments

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.254669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.911772Z digest=sha256:69729f32a30c770c7a7233745bcf6ae36dc2a82a071b9dd5e21e42e7c3ffd946

Observation 904f8710-3257-4249-8d84-ae7958b09db3 · outbound

This paper cites Learn- ing to adapt structured output space for semantic segmenta- tion.

Physics-Based Rendering for Improving Robustness to Rain Learn- ing to adapt structured output space for semantic segmenta- tion

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.242098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.916223Z digest=sha256:c151eaca695aff52cdcd83d9d4646a22ff8b928b1eb1702c0238c4d1e4e7b665

Observation c4d75453-e84b-48d6-b55e-59bb6870f955 · outbound

This paper cites Numerical model for the fall speed of rain drops in a rain fall simulator.

Physics-Based Rendering for Improving Robustness to Rain Numerical model for the fall speed of rain drops in a rain fall simulator

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.229375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.920505Z digest=sha256:f2efd88e516e341d0553ac31ab82bc2e7788a7bec08b351304f4f0bcf1782757

Observation e413293a-404f-423f-a8a8-3fdc8954912b · outbound

This paper cites A multiscale model for rain rendering in real- time.

Physics-Based Rendering for Improving Robustness to Rain A multiscale model for rain rendering in real- time

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.213288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.924359Z digest=sha256:7e0903f83548260a27dca5a4bf0d8e18a0f7162a5c687d3a1356b549911497c3

Observation 861a4916-9d86-48c1-9c31-4af61dddd4b1 · outbound

This paper cites Exploit all the layers: Fast and accurate cnn object detector with scale dependent pooling and cascaded rejection classifiers.

Physics-Based Rendering for Improving Robustness to Rain Exploit all the layers: Fast and accurate cnn object detector with scale dependent pooling and cascaded rejection classifiers

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.199773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.928618Z digest=sha256:0c647d3873d6c64f77672f6c30452f9bc445e1ce06aaedf70ab89cdb6564f788

Observation 9f2e4801-792d-43df-9e5a-5bfdeeba0c4b · outbound

This paper cites Deep joint rain detection and removal from a single image.

Physics-Based Rendering for Improving Robustness to Rain Deep joint rain detection and removal from a single image

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.183654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.933296Z digest=sha256:3642de168bf12ba8e416b7a62e9a808fde791ba2be9923e9f65159b17ef0fe91

Observation c2b7709f-5b9f-49ed-b4cc-741013b9af42 · outbound

This paper cites BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning.

Physics-Based Rendering for Improving Robustness to Rain BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-14T10:49:58.937491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:49:58.937491Z digest=sha256:6d2efc1c4126cc948615d7c4c0ec9ce55ec099d9217c23b2f0a95ed87bfd4507

Observation 7dc293d8-6342-4a37-b670-be99c37abcd2 · outbound

This paper cites Density-aware single image de-raining using a multi-stream dense network.

Physics-Based Rendering for Improving Robustness to Rain Density-aware single image de-raining using a multi-stream dense network

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.162369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.941626Z digest=sha256:9cc3ff77c75eb08d5eed4f83b501c48779a67a3ec4aad38492651cff66b5c32c

Observation b8447caf-f536-4160-bef7-a33836da6fb7 · outbound

This paper cites Image De-raining Using a Conditional Generative Adversarial Network.

Physics-Based Rendering for Improving Robustness to Rain Image De-raining Using a Conditional Generative Adversarial Network

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-14T10:49:58.946833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:49:58.946833Z digest=sha256:3db2686a515b0a978e1dca84f8192126f44903c214068b9c60b9986a58acb2bd

Observation 98d1ad82-b882-46f9-ada5-8c75c47a371c · outbound

This paper cites Icnet for real-time semantic segmenta- tion on high-resolution images.

Physics-Based Rendering for Improving Robustness to Rain Icnet for real-time semantic segmenta- tion on high-resolution images

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.130823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.951064Z digest=sha256:7c7805f5023a604bd043178058ce2a982097c970317aa17dd334fec1bf3fb063

Observation fca93686-b981-4d6b-afdc-ea2c600c7d97 · outbound

This paper cites Pyramid scene parsing network.

Physics-Based Rendering for Improving Robustness to Rain Pyramid scene parsing network

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.112529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.965525Z digest=sha256:02ab9c01f75fc6a02f2b8f35e63c4909567e63b7421324fdc700415361b53887

Observation b59a032f-ef99-40c4-9574-514445513ae4 · outbound

This paper cites Unpaired image-to-image translation using cycle-consistent adversarial networks.

Physics-Based Rendering for Improving Robustness to Rain Unpaired image-to-image translation using cycle-consistent adversarial networks

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:49:59.093114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T10:49:58.976800Z digest=sha256:ce93bb17213c560f3683f4badfc0bcdbbdba9c1b026273b31f3071f91943ef7b

Pith citing papers

No inbound Pith citation observations are available.