Paper Citation Record · LEDGER

Adaptive Camera Sensor for Vision Models

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2503.02170.

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

pith.paper-citation-record.v1
2503.02170 v3

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T02:17:02.071721Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:41:28.078331Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact5
verified fuzzy10
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3ed4b624-b007-4126-af4a-1771d1b104ed · outbound

This paper cites Unexplored faces of robustness and out-of-distribution: Covariate shifts in environment and sensor domains.

Adaptive Camera Sensor for Vision Models Unexplored faces of robustness and out-of-distribution: Covariate shifts in environment and sensor domains

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T02:17:25.029366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6dbce335-33e4-42fd-8379-858f0c4f5926 · outbound

This paper cites Rethinking Atrous Convolution for Semantic Image Segmentation.

Adaptive Camera Sensor for Vision Models Rethinking Atrous Convolution for Semantic Image Segmentation

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-23T02:17:24.498822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 18db80a4-772d-4a9f-9530-ae1aae7dfa62 · outbound

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

Adaptive Camera Sensor for Vision Models Imagenet: A large-scale hierarchical image database

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T02:17:25.015647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d760861-b9f6-4717-a734-16fa49bfddd0 · outbound

This paper cites Self-ensembling for visual domain adaptation.

Adaptive Camera Sensor for Vision Models Self-ensembling for visual domain adaptation

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-23T02:17:24.460748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a057cd4-12c4-4d60-ad63-ee3637467366 · outbound

This paper cites AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty.

Adaptive Camera Sensor for Vision Models AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:17:24.469877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a4d1c61c-0f5e-456e-b64a-7626bcd333a3 · outbound

This paper cites An auto-exposure algorithm for detecting high contrast lighting conditions.

Adaptive Camera Sensor for Vision Models An auto-exposure algorithm for detecting high contrast lighting conditions

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T02:17:25.035832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 670ddbc4-c119-4c90-8f0e-84be24f00906 · outbound

This paper cites Microsoft coco: Common objects in context.

Adaptive Camera Sensor for Vision Models Microsoft coco: Common objects in context

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T02:17:25.022762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 242c9df7-7a05-4040-95f8-2bf999a0c5b8 · outbound

This paper cites Ssd: Single shot multibox detector.

Adaptive Camera Sensor for Vision Models Ssd: Single shot multibox detector

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T02:17:25.019286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation df93c680-921d-4bde-8c18-153fc4e64149 · outbound

This paper cites Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift.

Adaptive Camera Sensor for Vision Models Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:17:24.492437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d0877171-fe0f-4558-add0-4b47e716005e · outbound

This paper cites SO, and Kwan Long Wong.

Adaptive Camera Sensor for Vision Models SO, and Kwan Long Wong

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T02:17:25.026085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e27d2321-4052-45dc-a8ed-02ef3541e38f · outbound

This paper cites Realistic evaluation of deep semi-supervised learning algorithms.Advances in neural information processing systems, 31.

Adaptive Camera Sensor for Vision Models Realistic evaluation of deep semi-supervised learning algorithms.Advances in neural information processing systems, 31

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T02:17:24.999159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bc779881-1a2a-45d3-b90b-254d9ae1717b · outbound

This paper cites Neural auto-exposure for high-dynamic range object detection.

Adaptive Camera Sensor for Vision Models Neural auto-exposure for high-dynamic range object detection

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T02:17:25.011408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41ba1e14-2956-46f7-b53f-3424dd92297e · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Adaptive Camera Sensor for Vision Models DINOv2: Learning Robust Visual Features without Supervision

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-23T02:17:24.484593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41303d81-feff-4b94-84c7-afff61013920 · outbound

This paper cites Deep coral: Correlation alignment for deep domain adaptation.

Adaptive Camera Sensor for Vision Models Deep coral: Correlation alignment for deep domain adaptation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T02:17:25.007526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 40ce7000-3c56-400f-a776-40a3d1dba4b9 · outbound

This paper cites Training data-efficient image transformers & distillation through attention.

Adaptive Camera Sensor for Vision Models Training data-efficient image transformers & distillation through attention

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-23T02:17:24.507272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1b7d8f0-54c1-4b9f-b891-765c1f15bcbf · outbound

This paper cites Tent: Fully test- time adaptation by entropy minimization.

Adaptive Camera Sensor for Vision Models Tent: Fully test- time adaptation by entropy minimization

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T02:17:25.032473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 0c6964ff-d248-4db4-9133-7704f1104d39 · inbound

Measurement Plasticity: Sensor-Level Adaptation for Vision-Language Models cites this paper.

Measurement Plasticity: Sensor-Level Adaptation for Vision-Language Models Adaptive Camera Sensor for Vision Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T16:41:28.078331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.