Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:02:54.603031Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2508.17891.
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 2026-08-15T17:02:54.603031Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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 1a218340-31b2-4684-a6d7-53c4d1ec33c3 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b6338a6a-e452-4823-a61a-82790a9c8db6 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Low- light image and video enhancement using deep learning: A survey
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1623bdda-13b8-4916-a8c7-812f08fdaa14 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b33bc468-94fa-4f65-8711-3fb290141014 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Moran, P
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e2e2e683-3485-4023-80ab-f5abc590c490 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4f743d3c-a3d9-4a1e-86e6-60d0b2440a77 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Deep retinex decomposition for low-light enhance- ment
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c12d6f0d-a5e6-4c11-abe0-a508fd16a641 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Attention is all you need
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7516551a-d8df-4748-9ab5-8d88b6ac5f8d · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Lora: Low-rank adaptation of large language models
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50b2e724-048d-42c3-bd62-f434f6644239 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Kindling the darkness: A practical low-light image enhancer
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ba52b3a9-13b3-4eeb-ac1b-db28a26cd385 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Zhang, Y
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 166449e9-5537-4b88-99b5-8e0e6112e957 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0afa26a5-20f1-4c76-bbb8-25235ffd4859 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels An image is worth 16x16 words: Transformers for image recognition at scale
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c40ddec-0a1b-4326-9ff1-d06d659bc5c7 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Tokens-to-token vit: Training vision transformers from scratch on imagenet
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dbbe6704-d506-48ae-842e-f24eda25f300 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Pyramid vision transformer: A versatile backbone for dense prediction without convolutions
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fe5b457e-ba86-4594-9989-1ee5b89c75b9 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Zheng, J
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fb32762a-de07-41ac-9981-7797838546b0 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Hierarchical vision transformer using shifted windows
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 11b4892e-27ad-4012-b6e4-83959c776e74 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a75c55e5-30f8-4a97-afe9-de30ea4c9eda · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Learning texture transformer network for image super-resolution
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c8fcac11-652a-4075-b764-208d6c7ff4a2 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Activating more pixels in image super-resolution transformer
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 14200b7a-1fb3-4f9c-9b61-4a92eed5c467 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Vision transformers for single image dehazing
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 05353541-1c6d-4d8c-895a-7e9d134965a8 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Guibas, Dilip Krishnan, Kilian Q Weinberger, Yonglong Tian, and Yue Wang
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae18fb6c-9b70-4a18-98b3-c89c97508b5c · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 54872cc4-cadc-44df-89a1-ffb675263e85 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Zhang, Y
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ef4bc778-0b07-4d22-b4a0-8fc9ef5cda3f · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 74aef982-972c-4942-902c-bc2e098511aa · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Retinexformer: One- stage retinex-based transformer for low-light image enhancement
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d76b87b7-15d4-48e6-88ed-dbbd2bb86e55 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Glam: Efficient scaling of language models with mixture-of-experts
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9ba2770d-5678-4d75-961b-89cdb79c88ab · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Raphael: Text-to- image generation via large mixture of diffusion paths
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c561d974-4ea5-4d52-ac3e-ca4dc6a4b579 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Cumo: Scaling multimodal llm with co-upcycled mixture-of-experts
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a8752044-6bcf-4774-86da-28054e394104 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Self-moe: Towards compositional large language models with self- specialized experts, 2024
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8b00094a-f532-4e76-8d91-4259407debd0 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Towards understanding the mixture-of- experts layer in deep learning
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation defeaebe-15d3-4a45-ae8b-8f3d01ac6e3e · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Patch-level routing in mixture-of-experts is provably sample-efficient for convolutional neural networks
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 90b97ab9-42bf-4182-ade4-3852244fa295 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Adamv-moe: Adap- tive multi-task vision mixture-of-experts
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation eec77127-eafe-40a7-924b-c09d70bceffc · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Ace: Ally complementary experts for solving long-tailed recognition in one-shot
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 99a22a4b-e4db-4db3-a034-9157344cef02 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Blind single image super-resolution with a mixture of deep networks
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ae684b34-1b81-4695-94ee-11101df7e2b4 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Moesr: Blind super-resolution using kernel-aware mixture of experts
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation aec3f08e-a383-42c7-aed8-2ce5aa81596c · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Parameter efficient adaptation for image restoration with heterogeneous mixture-of-experts
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f6e75823-ae10-4cb0-a097-bf28d5f3e571 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Rethinking Atrous Convolution for Semantic Image Segmentation
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0961f781-2255-4467-8333-6606ba858dee · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Microsoft coco: Common objects in context
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9d2f6a33-afdc-4e6e-9ba3-578cdb1cced3 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Jacobs, Michael I
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3cca67e4-bea3-4966-b1ef-c61fa94da315 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06c4fadd-e396-4986-857c-90fd785ca1e8 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7ad4580e-fae9-4ca8-a398-aac32c2a8281 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d52c1a07-0e46-4452-bb29-ee55ce66941f · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2abcb6ba-720f-4c0d-9b3e-486aa2174cca · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 75ef86db-cb10-4ffd-90e5-06b6c21402fe · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Very deep convolutional networks for large-scale image recognition
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8c1ea156-bb35-471a-ae8d-15409dee455b · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Sparse gradient regularized deep retinex network for robust low-light image enhancement
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation afa90ce6-9f87-4bad-929a-4097bfb85668 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6c4f9bf4-5b25-495e-ae83-f5ba10200200 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b39ed564-4c0d-43de-b588-8b6fd417f033 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Lime: Low-light image enhancement via illumination map estimation
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 792f267b-3a6b-4277-941d-dfcdcfcb2817 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Naturalness preserved enhancement algorithm for non- uniform illumination images
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bef2cf1a-ec0d-4436-a721-a50639486532 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Perceptual quality assessment for multi-exposure image fusion
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f0815860-1248-4081-b1b9-b4518e0c26ba · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Contrast enhancement based on layered difference representation of 2d histograms
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 108a7a2c-d39e-4602-82d1-f56985b85005 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels completely blind
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c9b209a4-484a-420a-91f8-f61aef0e322f · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Deblurgan-v2: Deblurring (orders-of- magnitude) faster and better
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ab7d59cc-a5ff-4a0f-adfb-f856bcddd7c6 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Learning semantic-aware knowledge guidance for low-light image enhancement
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 695d8def-95bf-4871-abff-b495d96c8af6 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels You do not need additional priors or regularizers in retinex-based low-light image enhancement
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1a2f4e1e-6f17-4638-8cf0-c4f74836175f · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Asp-led: Learning ambiguity-aware structural priors for joint low-light enhancement and deblurring
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7639bc61-b67c-46d8-a365-ea9759fe65b9 · outbound
One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.