Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T19:56:16.038742Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2608.03385.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T19:56:16.038742Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5c9b6a50-936f-43b9-a7d6-47ab27a25b9f · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Prentice-Hall, Inc., 1988
Reference 1
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 8421f8cf-f01f-4211-a1d3-b67547671f53 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Re- configuring the imaging pipeline for computer vision
Reference 2
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 60f36784-3b68-45fa-aecd-7dc38c913b8d · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Cascade r-cnn: Delving into high quality object detection
Reference 3
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 11d32e01-c6a9-42bf-9734-3572bc501a31 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Learn- ing to see in the dark
Reference 4
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 7ade5245-c0ae-4e76-b9b5-0433eb9dee47 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Amplitude-phase recombination: Rethink- ing robustness of convolutional neural networks in frequency domain
Reference 5
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 5918bda4-d7f0-4b92-84d6-b197940e68fa · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection MMDetection: Open MMLab Detection Toolbox and Benchmark
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8e0cf1d-6cd0-4d0f-8365-3ffecc8e31eb · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Instance segmentation in the dark.International Journal of Computer Vision, 131(8):2198–2218, 2023
Reference 7
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 3ff05a08-3ee4-417d-a15f-b0f0838cf4b6 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Raw-adapter: Adapting pre- trained visual model to camera raw images
Reference 8
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 4aaac0b7-c601-4d32-aafe-3b975be2eb6e · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Multitask aet with orthogonal tan- gent regularity for dark object detection
Reference 9
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 17602a6e-ee11-4145-a2dc-5c798990ff10 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Awnet: Attentive wavelet network for image isp
Reference 10
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 8d0f395b-065e-4587-bc26-d273cf0f35fc · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Mobile computational photography: A tour.Annual review of vision science, 7(1):571–604, 2021
Reference 11
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 412a390d-3a78-4157-a175-34fd2223909e · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Imagenet: A large-scale hierarchical image database
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25839043-9e5a-444a-a70b-f090c7604d17 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Beyond RGB: Adaptive Parallel Processing for RAW Object Detection
Reference 13
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 ec7a515d-ba53-49e2-94c0-d6a0c5c40351 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Dark-isp: Enhancing raw image processing for low-light object detection
Reference 14
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 78d5c6c3-dbfd-4e38-8754-6ec84a52b56d · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Learn- ing degradation-independent representations for camera isp pipelines
Reference 15
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 ff993471-5e10-4824-ae0a-77dbb35c9893 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Deep residual learning for image recognition
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 148c6030-6640-43b5-9689-af9ebadec2a8 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Enhancing raw-to-srgb with decoupled style structure in fourier domain
Reference 17
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 f2c170dc-e8ea-4328-a6d8-c8cf43af6d75 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Craft- ing object detection in very low light
Reference 18
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 0c4ee987-7874-41a5-be6d-f86d86597952 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Aim 2019 challenge on raw to rgb mapping: Methods and results
Reference 19
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 4226856a-ff26-47e3-8569-3f93e5441229 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Replacing mobile camera isp with a single deep learning model
Reference 20
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 9235062c-f5dc-4b26-a5b6-a43cc1e52e1c · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Lighting every darkness in two pairs: A calibration-free pipeline for raw denoising
Reference 21
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 36ce6869-d649-48ec-8409-8fa25bd55c03 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection A software platform for manipulating the camera imaging pipeline
Reference 22
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 0ef2b3f3-3c9f-4b72-abff-bf7188d26140 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection D3net: Joint demosaick- ing, deblurring and deringing
Reference 23
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 48c8eb27-ba79-4319-ab13-3233702d94e0 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection ParamISP: Learned Forward and Inverse ISPs using Camera Parameters
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b32247c5-0f23-4a00-8f5c-8532e8a6c626 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Image features from phase congruency
Reference 25
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 f7118a48-d286-4925-bb23-34c7d5e8d3bd · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection High Dynamic Range and Super-Resolution from Raw Image Bursts
Reference 26
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 73f3fdef-a734-4f00-9aa6-310f379dd1b3 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Efficient visual computing with camera raw snapshots.IEEE Transactions on Pattern Analysis and Ma- chine Intelligence, 46(7):4684–4701, 2024
Reference 27
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 0d87c127-0259-4feb-b4e5-dd80eda1214e · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Towards raw object detection in diverse conditions
Reference 28
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 20406561-bfee-42ce-ae42-5229433edd30 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Raw image deblurring.IEEE Transactions on Multimedia, 24:61–72, 2020
Reference 29
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 dbb80723-de10-4913-83ab-d7131a6c107f · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Focal Loss for Dense Object Detection
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84a43c59-f2ce-49b2-8b37-15222b35a4e9 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Microsoft coco: Common objects in context
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fcfd106-0056-46bb-bb4b-e8a1a669ba5e · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection A convnet for the 2020s
Reference 32
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 59a581b0-7c8f-4666-a9eb-dcce4278f8f1 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Logarithmic lenses: Exploring log rgb data for image classification
Reference 33
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 d5d21077-ee12-4397-aef9-e869c00800fd · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Genisp: Neural isp for low- light machine cognition
Reference 34
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 0d4209c8-76ca-496c-838d-cae72b952bdb · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Feature detection from local energy.Pattern recognition letters, 6(5):303–313,
Reference 35
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 c3098a3c-0d6f-4d83-8c2a-0f90c4c14a2e · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Hardware-in-the- loop end-to-end optimization of camera image processing pipelines
Reference 36
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 8909c467-2a53-45fc-9858-2310c7a423c9 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Automatic isp image quality tuning using nonlinear optimization
Reference 37
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 e2da18c4-a2cc-4ef0-bcc4-f85cd5a7b28f · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection The importance of phase in signals.Proceedings of the IEEE, 69(5):529–541, 2005
Reference 38
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 48ab1c6d-1c89-4319-bbbb-cc9e23d7a29b · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Learning to exploit the sequence-specific prior knowledge for image processing pipelines optimization
Reference 39
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 36880dd9-09e6-48d4-a090-93508b6c6b7d · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Color image processing pipeline.IEEE Signal processing magazine, 22(1):34–43, 2005
Reference 40
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 44a50a15-6aec-4ab2-a61a-811569756a60 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Faster r-cnn: Towards real-time object detection with region proposal networks.Advances in neural information process- ing systems, 28, 2015
Reference 41
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 01d9a99f-e342-44cb-9c52-6f9bb321ba48 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Raw image processing for python, a wrapper for libraw.Date accessed, 1(12):2022, 2014
Reference 42
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 d30268cf-3de7-42b4-b4e0-f96131972bf1 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Deepisp: Toward learning an end-to-end image processing pipeline
Reference 43
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 762e1b57-a99e-4f24-9bfa-2184d13ac2f0 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Hyperparameter optimization in black-box im- age processing using differentiable proxies.ACM Trans
Reference 44
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 c3591584-77f1-49cf-9ae1-a6bc8f7efc3f · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Adaptiveisp: Learning an adaptive image signal pro- cessor for object detection.Advances in Neural Information Processing Systems, 37:112598–112623, 2024
Reference 45
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 7882095b-30d0-4f1e-baa2-f37a02cdc848 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection A physics-based noise formation model for extreme low-light raw denoising
Reference 46
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 53cf75e8-cc41-4116-a119-d5e4e1506f49 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Physics-based noise modeling for extreme low-light photog- raphy.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(11):8520–8537, 2021
Reference 47
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 742f0a61-f2d7-4dc5-b57e-9e391ad5c7b7 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Visionisp: Repurposing the image signal processor for computer vision applications
Reference 48
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 09c5b574-9919-49f8-a636-052d4f356a18 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Simrod: A simple baseline for raw object detec- tion with global and local enhancements.arXiv preprint arXiv:2503.07101, 2025
Reference 49
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 42c7ac62-e708-4bef-b273-940e2920d88f · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Invertible image signal processing
Reference 50
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 05205096-c0d2-48c7-94d4-f290ec7149b3 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Learning in the frequency domain
Reference 51
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 3d4b0c14-d54a-435f-bff7-124c545a1e74 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Toward raw object detection: A new benchmark and a new model
Reference 52
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 af0e3f58-d00a-463b-8eef-87618f7c08bd · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Dynamicisp: dynamically controlled image sig- nal processor for image recognition
Reference 53
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 88ba862f-2d3d-4f2c-acbe-669f5f788415 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Reconfigisp: Reconfigurable camera image processing pipeline
Reference 54
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 551132bc-4b99-48d3-8b06-e29b0eb46633 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Isp-teacher: Image signal process with disentanglement regularization for unsupervised domain adaptive dark object detection
Reference 55
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 f48cf8da-a275-4ad6-bb4e-25144d4d422d · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Learning raw-to-srgb mappings with inaccurately aligned supervision
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef73ba41-617e-4cbe-946c-e8eb1f944828 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection Scene parsing through ade20k dataset
Reference 57
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 e2a4e600-b147-4e54-a156-501aa12a3562 · outbound
FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection His- togram of oriented gradients feature extraction from raw bayer pattern images.IEEE Transactions on Circuits and Systems II: Express Briefs, 67(5):946–950, 2020
Reference 58
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.
No inbound Pith citation observations are available.