Paper Citation Record · LEDGER

Degradation-Aware Image Enhancement via Vision-Language Classification

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2506.05450.

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

pith.paper-citation-record.v1
2506.05450 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:24:24.572282Z

measured 28 of 28 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 2026-08-05T05:46:43.096309Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T05:46:45.297256Z

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy25
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c123d462-1ea4-460c-9075-19ffa9b54fae · outbound

This paper cites Arbitrary-steps image super-resolution via diffusion inversion,.

Degradation-Aware Image Enhancement via Vision-Language Classification Arbitrary-steps image super-resolution via diffusion inversion,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:25.007944Z

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.

Observation d3d4bed4-36ff-4d3f-a3a5-bc5fe18ab81e · outbound

This paper cites Paddleocr: An open-source op- tical character recognition system,.

Degradation-Aware Image Enhancement via Vision-Language Classification Paddleocr: An open-source op- tical character recognition system,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.997899Z

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.

Observation 5fdcfa69-66fa-4110-9986-3dac0e10b64d · outbound

This paper cites Real-esrgan: Training real-world blind super-resolution with pure synthetic data,.

Degradation-Aware Image Enhancement via Vision-Language Classification Real-esrgan: Training real-world blind super-resolution with pure synthetic data,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.988385Z

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.

Observation 1b5b2345-2991-44b9-9ea3-f32c7ca5d769 · outbound

This paper cites Yolov9: Learning what you want to learn using programmable gradient information,.

Degradation-Aware Image Enhancement via Vision-Language Classification Yolov9: Learning what you want to learn using programmable gradient information,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.977670Z

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.

Observation 3f30f202-54fb-43a0-8e94-18a4e47599cf · outbound

This paper cites You only segment once: Towards real-time panoptic segmentation,.

Degradation-Aware Image Enhancement via Vision-Language Classification You only segment once: Towards real-time panoptic segmentation,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.967920Z

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.

Observation e6951506-4d05-4792-8542-fc432c9795c2 · outbound

This paper cites Resolution-robust large mask inpainting with fourier convolutions,.

Degradation-Aware Image Enhancement via Vision-Language Classification Resolution-robust large mask inpainting with fourier convolutions,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.958272Z

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.

Observation c7ae9394-7924-4f38-9be5-7c3d76e61ac1 · outbound

This paper cites Simple baselines for image restoration,.

Degradation-Aware Image Enhancement via Vision-Language Classification Simple baselines for image restoration,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.949118Z

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.

Observation d4c9e56f-95a1-45a3-b4d2-f0b279053cb7 · outbound

This paper cites Towards robust blind face restoration with codebook lookup transformer,.

Degradation-Aware Image Enhancement via Vision-Language Classification Towards robust blind face restoration with codebook lookup transformer,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.939719Z

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.

Observation 6bfaefae-dafb-45a6-9979-04e4967290bf · outbound

This paper cites Visual instruction tuning,.

Degradation-Aware Image Enhancement via Vision-Language Classification Visual instruction tuning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.929663Z

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.

Observation 3aaf3a24-000a-47cf-804e-40125cd258d2 · outbound

This paper cites Improved baselines with visual instruction tuning,.

Degradation-Aware Image Enhancement via Vision-Language Classification Improved baselines with visual instruction tuning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.920544Z

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.

Observation 03c1465a-be2b-4f72-9008-832d74867a91 · outbound

This paper cites Blip: Bootstrap- ping language-image pre-training for unified vision- language understanding and generation,.

Degradation-Aware Image Enhancement via Vision-Language Classification Blip: Bootstrap- ping language-image pre-training for unified vision- language understanding and generation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.911566Z

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.

Observation 2e3aee0e-d604-49f2-b0ab-f4dc8bf1ea4c · outbound

This paper cites Flamingo: a visual language model for few-shot learning,.

Degradation-Aware Image Enhancement via Vision-Language Classification Flamingo: a visual language model for few-shot learning,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.902357Z

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.

Observation 74d748ba-1de5-49c3-a1c0-09f53927202e · outbound

This paper cites Qwen2.5-VL Technical Report.

Degradation-Aware Image Enhancement via Vision-Language Classification Qwen2.5-VL Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:24:23.509687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54b1c1b9-7d54-497d-8e8f-d898cebd1c34 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Degradation-Aware Image Enhancement via Vision-Language Classification InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:24:23.558902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7221b12e-ab91-4afc-9e19-ce44697a3fb3 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Degradation-Aware Image Enhancement via Vision-Language Classification Learning transferable visual models from natural language supervision,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.893374Z

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.

Observation cc65b4ee-1799-44d3-9dfd-d34e139774b8 · outbound

This paper cites Real- time super-resolution for real-world images on mobile devices,.

Degradation-Aware Image Enhancement via Vision-Language Classification Real- time super-resolution for real-world images on mobile devices,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.874152Z

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.

Observation 0f5fb133-c860-4aed-90d3-a57cf151cc46 · outbound

This paper cites Scaling up to excellence: Practicing model scaling for photo-realistic image restoration in the wild,.

Degradation-Aware Image Enhancement via Vision-Language Classification Scaling up to excellence: Practicing model scaling for photo-realistic image restoration in the wild,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.848417Z

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.

Observation 053d929e-ef1a-43dd-a5c4-c3af7aa8bf96 · outbound

This paper cites One- step effective diffusion network for real-world image super-resolution,.

Degradation-Aware Image Enhancement via Vision-Language Classification One- step effective diffusion network for real-world image super-resolution,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.822351Z

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.

Observation 091d91a5-4f5d-4acd-821b-fa28bd9a72a8 · outbound

This paper cites Ntire 2025 challenge on single image reflection removal in the wild: Datasets, methods and results,.

Degradation-Aware Image Enhancement via Vision-Language Classification Ntire 2025 challenge on single image reflection removal in the wild: Datasets, methods and results,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.796634Z

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.

Observation 6c661f72-26fa-4959-92fe-00a94510d1a1 · outbound

This paper cites Openrr-1k: A scalable dataset for real-world reflection removal,.

Degradation-Aware Image Enhancement via Vision-Language Classification Openrr-1k: A scalable dataset for real-world reflection removal,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.772503Z

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.

Observation e4201e0b-05b2-48e4-a41f-048f65f605bf · outbound

This paper cites Survey on single-image reflection removal using deep learning techniques,.

Degradation-Aware Image Enhancement via Vision-Language Classification Survey on single-image reflection removal using deep learning techniques,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.743280Z

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.

Observation 5ff60892-24fa-4a06-b5da-fae06ccf3215 · outbound

This paper cites F2t2-hit: A u-shaped fft transformer and hierarchical transformer for reflection removal,.

Degradation-Aware Image Enhancement via Vision-Language Classification F2t2-hit: A u-shaped fft transformer and hierarchical transformer for reflection removal,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.716107Z

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.

Observation 64c6d55b-3c08-40f1-aa86-76d113f9082a · outbound

This paper cites Openrr-5k: A large-scale benchmark for reflection removal in the wild,.

Degradation-Aware Image Enhancement via Vision-Language Classification Openrr-5k: A large-scale benchmark for reflection removal in the wild,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.700007Z

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.

Observation 292b71e4-cde7-4820-ba57-9a4147de6c1a · outbound

This paper cites Single image reflection sepa- ration via component synergy,.

Degradation-Aware Image Enhancement via Vision-Language Classification Single image reflection sepa- ration via component synergy,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.685553Z

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.

Observation 77c395fc-2620-4030-9140-fec221ad6572 · outbound

This paper cites Revisiting single image reflection removal in the wild,.

Degradation-Aware Image Enhancement via Vision-Language Classification Revisiting single image reflection removal in the wild,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.669312Z

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.

Observation 975c80d0-4fc6-4c4f-8245-42c748bbdb08 · outbound

This paper cites Reversible de- coupling network for single image reflection removal,.

Degradation-Aware Image Enhancement via Vision-Language Classification Reversible de- coupling network for single image reflection removal,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.651642Z

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.

Observation 293a5cdd-da78-4173-8e43-8b49ce734b6a · outbound

This paper cites Joint hdr denoising and fusion on mobile devices,.

Degradation-Aware Image Enhancement via Vision-Language Classification Joint hdr denoising and fusion on mobile devices,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:24:24.634266Z

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.

Pith citing papers

Observation bebf9de2-45ee-44ef-bdfc-b06bb700dbb9 · inbound

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework cites this paper.

Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework Degradation-Aware Image Enhancement via Vision-Language Classification

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:46:45.415882Z

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.