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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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:61c336f14f0e7686b99d5fa3f55df3b2eb95f08e801fa88ca7606566821612bd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:18c6a4cd32348d2937b55822145e34d93cfab61a68d1f493bfa7fc3f645c5bdf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:5d2777bf66f0b30f579d2e875e7d11b5dd7f170903a70cda70fd1e806840e7ca

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:a7905b03228f8c4e7b5c6510aae42483fae0f176a10c4f41dff96b789ef6c222

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:81993977028c9247e734fdb4b456e5054ff02ee2dc9d12fe5c1b49a3360acd0d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:5d7ac9a00f7ff68425558398d408725e6ff5f8327607ac99e433121e108cf55f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:adef002e64bcc2e0d41af95322ff400edc7333519b3252d2e2567682c425bc39

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:321a9d2c76d0fdeb3a5fcaf4ef4346beb9e0d3b919298041eef27ff3bae03548

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:aa0a5314dec1706ac73feaa130deea7c72605de7cf0d4bd1e0a5cc61637b1295

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:8eb944dbf7265fbc00c39d0c75c0faa034151f14e0a2784a055debed0043aed5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:60bf3d36277c052a9c7e865070d4bcbf27c2f23cfdf529bf43bb8c0dda2dc27e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:9e4dab084baa57cea02eb040ab1473c222aff1bb02800b4c3c0d89ed71470efb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:9e38a66008a93a7d8d8bee1e359a62ab25c6b8c7a1d3d49fb99f624e1d58e744

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:cfc0be2b4e9e13bfca25684869d83a798db8b29e2d35ea2b5abbdf7a52f017ab

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:19cf600a3ef73a16a51e1ac6e607ebe1cb6cc88b069c5a6d0c1445b0992c9c45

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T02:17:02.071721Z digest=sha256:97679309fd66b078b8c7eae7d96be117f62bd7259a2cffeb0a4c1281b8a07928

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.

source=pdf_text observed=2026-08-03T16:41:28.078331Z digest=sha256:4a01f4150821b62ce8bb72f1c76c39af1563e05f060ea4a2cb04cce8fb540a17