Pith. sign in

Paper Citation Record · LEDGER

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels

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.

pith.paper-citation-record.v1
2508.17891 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:02:54.603031Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

58 of 58 outbound references displayed

  • verified exact0
  • verified fuzzy39
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1a218340-31b2-4684-a6d7-53c4d1ec33c3 · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:55.486007Z

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.

source=pdf_text observed=2026-08-15T17:02:54.338219Z digest=sha256:06ac9450eebb5f19cfbbc6bf5fd359f85302d76cc350240fc2f52110e7a14480

Observation b6338a6a-e452-4823-a61a-82790a9c8db6 · outbound

This paper cites Low- light image and video enhancement using deep learning: A survey.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.470566Z

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.

source=pdf_text observed=2026-08-15T17:02:54.343457Z digest=sha256:ddfc085e282e47f0ce8cb338cc08db1975b410d06ec36f8d6c75ddf06e94fa45

Observation 1623bdda-13b8-4916-a8c7-812f08fdaa14 · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:55.454256Z

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.

source=pdf_text observed=2026-08-15T17:02:54.348202Z digest=sha256:5217e10fdd4c443efbd3ed91ecaa9a63d419e74155cd288dd6fc3e4f9816ad7a

Observation b33bc468-94fa-4f65-8711-3fb290141014 · outbound

This paper cites Moran, P.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Moran, P

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.439248Z

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.

source=pdf_text observed=2026-08-15T17:02:54.353112Z digest=sha256:60277ddee595356bcc1911df286635b01da4716f71bae0fd35f025d69baec746

Observation e2e2e683-3485-4023-80ab-f5abc590c490 · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:55.424537Z

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.

source=pdf_text observed=2026-08-15T17:02:54.357839Z digest=sha256:37b2b002cca86ffa4733f0d2850433bd660dc6cb83d87c151df1c9bd93dfad0e

Observation 4f743d3c-a3d9-4a1e-86e6-60d0b2440a77 · outbound

This paper cites Deep retinex decomposition for low-light enhance- ment.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.409242Z

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.

source=pdf_text observed=2026-08-15T17:02:54.362519Z digest=sha256:bddccabfdf8cacea56e42f830e729bed906701c21c5ff9f817c3961419ed1a8e

Observation c12d6f0d-a5e6-4c11-abe0-a508fd16a641 · outbound

This paper cites Attention is all you need.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Attention is all you need

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.393993Z

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.

source=pdf_text observed=2026-08-15T17:02:54.367596Z digest=sha256:b5eb20b6de48085180fc8def0de61c2114e9f902a5ff24a8913ec9dc9f2b3f54

Observation 7516551a-d8df-4748-9ab5-8d88b6ac5f8d · outbound

This paper cites Lora: Low-rank adaptation of large language models.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T17:02:54.371868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:02:54.371868Z digest=sha256:a77933c1cdc1dcc4d0a98ff8439d3a832e3628bfa90163dbebce872fd13aaa38

Observation 50b2e724-048d-42c3-bd62-f434f6644239 · outbound

This paper cites Kindling the darkness: A practical low-light image enhancer.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.368819Z

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.

source=pdf_text observed=2026-08-15T17:02:54.376137Z digest=sha256:c9aa1a0d48d32c97ce1890b7182859916f7576e94cdc53a03fa41831d24eeb76

Observation ba52b3a9-13b3-4eeb-ac1b-db28a26cd385 · outbound

This paper cites Zhang, Y.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Zhang, Y

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.353420Z

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.

source=pdf_text observed=2026-08-15T17:02:54.381544Z digest=sha256:42fcd66c3ca6d354b6d95633f1307ba0f9bd9f7b04078762ec8c1b106b37d1df

Observation 166449e9-5537-4b88-99b5-8e0e6112e957 · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:55.338752Z

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.

source=pdf_text observed=2026-08-15T17:02:54.386004Z digest=sha256:637478373b5a210115c1b9f0b354998e26505e04e6758f729405990842649cc1

Observation 0afa26a5-20f1-4c76-bbb8-25235ffd4859 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T17:02:54.390484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:02:54.390484Z digest=sha256:45d863597a63f2ab7ccbb0e0e30ede245a4a96dfcb388a454c037dbab29fce30

Observation 5c40ddec-0a1b-4326-9ff1-d06d659bc5c7 · outbound

This paper cites Tokens-to-token vit: Training vision transformers from scratch on imagenet.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.312902Z

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.

source=pdf_text observed=2026-08-15T17:02:54.394786Z digest=sha256:b3526e54b42b94d56c7975f6f4037a11cde872de66bada89dc06e52e51df4541

Observation dbbe6704-d506-48ae-842e-f24eda25f300 · outbound

This paper cites Pyramid vision transformer: A versatile backbone for dense prediction without convolutions.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.297760Z

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.

source=pdf_text observed=2026-08-15T17:02:54.399950Z digest=sha256:21b5171b1e41356f403b2790cf3d4f2681b76eacf74e0349f283bcc0f5fa1d57

Observation fe5b457e-ba86-4594-9989-1ee5b89c75b9 · outbound

This paper cites Zheng, J.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Zheng, J

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.282757Z

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.

source=pdf_text observed=2026-08-15T17:02:54.404309Z digest=sha256:70508fa6fe395194ff77593112d3b6a407768932fd0290dd2710c57b2424e6a9

Observation fb32762a-de07-41ac-9981-7797838546b0 · outbound

This paper cites Hierarchical vision transformer using shifted windows.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Hierarchical vision transformer using shifted windows

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.266071Z

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.

source=pdf_text observed=2026-08-15T17:02:54.408334Z digest=sha256:1e97d72432a174d873898d1f07b26fa712bfe1e89bace0304e127ff17581e963

Observation 11b4892e-27ad-4012-b6e4-83959c776e74 · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:55.250142Z

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.

source=pdf_text observed=2026-08-15T17:02:54.412609Z digest=sha256:eb0578832ac8bca6c396737dc8f5b940d477737cc9cc46e9798eb3147d92944a

Observation a75c55e5-30f8-4a97-afe9-de30ea4c9eda · outbound

This paper cites Learning texture transformer network for image super-resolution.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.231330Z

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.

source=pdf_text observed=2026-08-15T17:02:54.416880Z digest=sha256:5bc76fb0df088cd8c23aab5a91344c02db8218e3a7b601c4f59316937d92d0b9

Observation c8fcac11-652a-4075-b764-208d6c7ff4a2 · outbound

This paper cites Activating more pixels in image super-resolution transformer.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.215729Z

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.

source=pdf_text observed=2026-08-15T17:02:54.421155Z digest=sha256:4f46eb6a6fd5aea730b99e9f765457f54891ca162fce1d6624ef30b344114e6a

Observation 14200b7a-1fb3-4f9c-9b61-4a92eed5c467 · outbound

This paper cites Vision transformers for single image dehazing.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Vision transformers for single image dehazing

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.200493Z

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.

source=pdf_text observed=2026-08-15T17:02:54.425424Z digest=sha256:201eaacaaf4f9adad0874fa0c244fad53238e978b81045010e62d8692e92810a

Observation 05353541-1c6d-4d8c-895a-7e9d134965a8 · outbound

This paper cites Guibas, Dilip Krishnan, Kilian Q Weinberger, Yonglong Tian, and Yue Wang.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T17:02:54.429865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:02:54.429865Z digest=sha256:89616afb4335782cabfee60fbda90fc4726a1c7c5e944e8e71d0d0284f3da384

Observation ae18fb6c-9b70-4a18-98b3-c89c97508b5c · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:55.175267Z

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.

source=pdf_text observed=2026-08-15T17:02:54.434146Z digest=sha256:34158a71c785e7e1522350978e57de81067782b0ec72ef60af1e55fe28d88add

Observation 54872cc4-cadc-44df-89a1-ffb675263e85 · outbound

This paper cites Zhang, Y.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Zhang, Y

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.160401Z

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.

source=pdf_text observed=2026-08-15T17:02:54.438520Z digest=sha256:2fcfecc7a99b8ca517b0f66f9d75b1f89bab8633251ed4c3b39ec8d010668a71

Observation ef4bc778-0b07-4d22-b4a0-8fc9ef5cda3f · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:55.145396Z

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.

source=pdf_text observed=2026-08-15T17:02:54.442635Z digest=sha256:695a25bfa2961f74689d54d864f6ef1819c88e9fcd1927a0251679aaf197358d

Observation 74aef982-972c-4942-902c-bc2e098511aa · outbound

This paper cites Retinexformer: One- stage retinex-based transformer for low-light image enhancement.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.130040Z

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.

source=pdf_text observed=2026-08-15T17:02:54.446793Z digest=sha256:8f0c01219b16ca4c98edd89a1d4c629d046031f5db8af5505875fcf0a6f7d68a

Observation d76b87b7-15d4-48e6-88ed-dbbd2bb86e55 · outbound

This paper cites Glam: Efficient scaling of language models with mixture-of-experts.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.114981Z

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.

source=pdf_text observed=2026-08-15T17:02:54.451246Z digest=sha256:1c630c8e76a0310295ad2569d9684e5064a3bc7945fef9153f3b355bd1a9a0a3

Observation 9ba2770d-5678-4d75-961b-89cdb79c88ab · outbound

This paper cites Raphael: Text-to- image generation via large mixture of diffusion paths.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.100289Z

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.

source=pdf_text observed=2026-08-15T17:02:54.455670Z digest=sha256:0ec1c15ff0d61ff768204dc6cb348cd123f3e7950eb32008fbb00746df99a09f

Observation c561d974-4ea5-4d52-ac3e-ca4dc6a4b579 · outbound

This paper cites Cumo: Scaling multimodal llm with co-upcycled mixture-of-experts.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.085473Z

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.

source=pdf_text observed=2026-08-15T17:02:54.459967Z digest=sha256:29343226a7805d4ef569ab7327ce85b634b0d616a626eedc4237b2ca661fedf8

Observation a8752044-6bcf-4774-86da-28054e394104 · outbound

This paper cites Self-moe: Towards compositional large language models with self- specialized experts, 2024.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.070778Z

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.

source=pdf_text observed=2026-08-15T17:02:54.464244Z digest=sha256:992403bd93772fc4584ead6ddfb3b25784c97966ca734098ac4956d865d3f572

Observation 8b00094a-f532-4e76-8d91-4259407debd0 · outbound

This paper cites Towards understanding the mixture-of- experts layer in deep learning.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.055610Z

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.

source=pdf_text observed=2026-08-15T17:02:54.469176Z digest=sha256:f082b86a802bc14bea614c370a37a9b9cfef493db22234103973980aaa2d9114

Observation defeaebe-15d3-4a45-ae8b-8f3d01ac6e3e · outbound

This paper cites Patch-level routing in mixture-of-experts is provably sample-efficient for convolutional neural networks.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.041080Z

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.

source=pdf_text observed=2026-08-15T17:02:54.473427Z digest=sha256:b5ee89aa91100b7603a0d0b9b25e0a480ff3c4fef880a7848de02c8472393e94

Observation 90b97ab9-42bf-4182-ade4-3852244fa295 · outbound

This paper cites Adamv-moe: Adap- tive multi-task vision mixture-of-experts.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.026925Z

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.

source=pdf_text observed=2026-08-15T17:02:54.477864Z digest=sha256:346d54dc401a184df420c543d62a419a4918f1f23763a31f05770402472283ba

Observation eec77127-eafe-40a7-924b-c09d70bceffc · outbound

This paper cites Ace: Ally complementary experts for solving long-tailed recognition in one-shot.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:55.011608Z

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.

source=pdf_text observed=2026-08-15T17:02:54.482257Z digest=sha256:60cdf75628a61bdf6799752554c2b6e053e0b70e9e7db44488813719dee20342

Observation 99a22a4b-e4db-4db3-a034-9157344cef02 · outbound

This paper cites Blind single image super-resolution with a mixture of deep networks.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.996579Z

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.

source=pdf_text observed=2026-08-15T17:02:54.486718Z digest=sha256:9edf93bf7d0775e6c01d71ee61736cb9bcc112c9e53500caec89dcc063b7a0c7

Observation ae684b34-1b81-4695-94ee-11101df7e2b4 · outbound

This paper cites Moesr: Blind super-resolution using kernel-aware mixture of experts.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.981882Z

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.

source=pdf_text observed=2026-08-15T17:02:54.491010Z digest=sha256:8360d835483505e656fae226d137f9bf3386d23ee17fdcb4a0a892d407e6210a

Observation aec3f08e-a383-42c7-aed8-2ce5aa81596c · outbound

This paper cites Parameter efficient adaptation for image restoration with heterogeneous mixture-of-experts.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.967541Z

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.

source=pdf_text observed=2026-08-15T17:02:54.495487Z digest=sha256:2cd07226c8c35f3f9d4e435bae6d871599cbc1c2337ed64fbfac04436aaa60ef

Observation f6e75823-ae10-4cb0-a097-bf28d5f3e571 · outbound

This paper cites Rethinking Atrous Convolution for Semantic Image Segmentation.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Rethinking Atrous Convolution for Semantic Image Segmentation

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T17:02:54.499910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:02:54.499910Z digest=sha256:f3fb719ea77541a084d4ceaf1df5e3ae5728b82bb3b56f4cff9a5fb6216b7362

Observation 0961f781-2255-4467-8333-6606ba858dee · outbound

This paper cites Microsoft coco: Common objects in context.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Microsoft coco: Common objects in context

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.952910Z

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.

source=pdf_text observed=2026-08-15T17:02:54.504918Z digest=sha256:a927bb9a7f73a885ae234b7fedf1c75cf923b9dfe51bf658fcc5d0f4ec111361

Observation 9d2f6a33-afdc-4e6e-9ba3-578cdb1cced3 · outbound

This paper cites Jacobs, Michael I.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Jacobs, Michael I

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.937826Z

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.

source=pdf_text observed=2026-08-15T17:02:54.509436Z digest=sha256:9faa486f5e4511cb9e45b98f799018ac9b28337ebe6202c8fd5b8bd5807f01f0

Observation 3cca67e4-bea3-4966-b1ef-c61fa94da315 · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T17:02:54.513914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:02:54.513914Z digest=sha256:853a0db532ef3b90b2ef3256c5a10f472ce21a989a88a8d5cf15a0cbc5a59948

Observation 06c4fadd-e396-4986-857c-90fd785ca1e8 · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:54.924063Z

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.

source=pdf_text observed=2026-08-15T17:02:54.518661Z digest=sha256:f7e41e7f56d0d94709e038438b2185581d6a095d0dfe8def70f5aeccade09c1c

Observation 7ad4580e-fae9-4ca8-a398-aac32c2a8281 · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:54.910510Z

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.

source=pdf_text observed=2026-08-15T17:02:54.523388Z digest=sha256:83fb72770df8bba7511dfcca9dee308ab34d110d6d3295b205f168f5969cbce6

Observation d52c1a07-0e46-4452-bb29-ee55ce66941f · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:54.896044Z

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.

source=pdf_text observed=2026-08-15T17:02:54.527890Z digest=sha256:ec39c6141b000f359ba5a7dc48a2c94a0f3045085ebd7e88c7c6d75b2097f45d

Observation 2abcb6ba-720f-4c0d-9b3e-486aa2174cca · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:54.882107Z

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.

source=pdf_text observed=2026-08-15T17:02:54.532528Z digest=sha256:69d83ed9a26c7410bad1ba43a31f185ee8c7bb3e10f0cd51f7c2e55000580c70

Observation 75ef86db-cb10-4ffd-90e5-06b6c21402fe · outbound

This paper cites Very deep convolutional networks for large-scale image recognition.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.868352Z

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.

source=pdf_text observed=2026-08-15T17:02:54.536843Z digest=sha256:beecd7628f7b47a0fbe7945a97a8d95b7097334edbda62f2120018f07a7a07fb

Observation 8c1ea156-bb35-471a-ae8d-15409dee455b · outbound

This paper cites Sparse gradient regularized deep retinex network for robust low-light image enhancement.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.853918Z

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.

source=pdf_text observed=2026-08-15T17:02:54.542468Z digest=sha256:2bbdcb64d1b9b9699db0d2af5581cfbca60e1dd22d7405963e49e359ffff1322

Observation afa90ce6-9f87-4bad-929a-4097bfb85668 · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:54.839603Z

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.

source=pdf_text observed=2026-08-15T17:02:54.547877Z digest=sha256:43a808c77300c3a828fb30652c0abf5e6636b798d6506b06b15e2014eee04d0f

Observation 6c4f9bf4-5b25-495e-ae83-f5ba10200200 · outbound

This paper cites an unresolved cited work.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:02:54.825372Z

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.

source=pdf_text observed=2026-08-15T17:02:54.553334Z digest=sha256:0b5300eb39142db3bd9c835e329a3c0dc91b05f40029ac4edec31ce2787aab11

Observation b39ed564-4c0d-43de-b588-8b6fd417f033 · outbound

This paper cites Lime: Low-light image enhancement via illumination map estimation.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.811244Z

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.

source=pdf_text observed=2026-08-15T17:02:54.558592Z digest=sha256:0a24d0dbbfb179ce594ed5621d2e5ba7d72707c7423c2f80a96a0ecc2be0b201

Observation 792f267b-3a6b-4277-941d-dfcdcfcb2817 · outbound

This paper cites Naturalness preserved enhancement algorithm for non- uniform illumination images.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.796528Z

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.

source=pdf_text observed=2026-08-15T17:02:54.563863Z digest=sha256:0a0a06078e56e74189a7f84be2fef73ab5e537c2587fa97d416e1bebc5ce9a3f

Observation bef2cf1a-ec0d-4436-a721-a50639486532 · outbound

This paper cites Perceptual quality assessment for multi-exposure image fusion.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.782282Z

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.

source=pdf_text observed=2026-08-15T17:02:54.568516Z digest=sha256:30d02668e711e072493e84a7de61bc49125d7c53ba7fc0e23b211be2b191d7b4

Observation f0815860-1248-4081-b1b9-b4518e0c26ba · outbound

This paper cites Contrast enhancement based on layered difference representation of 2d histograms.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.767449Z

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.

source=pdf_text observed=2026-08-15T17:02:54.573108Z digest=sha256:e6f5bd375d076c6054442da97bc398175bdeb7c803f75744937bee148d7174e7

Observation 108a7a2c-d39e-4602-82d1-f56985b85005 · outbound

This paper cites completely blind.

One pocket to activate them all: Efforts on understanding the modulator pocket in K2P channels completely blind

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.750963Z

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.

source=pdf_text observed=2026-08-15T17:02:54.577599Z digest=sha256:d3695ef89471dba00e86a03f4d484451d31f608bdf643fa1822cfc14a65010f6

Observation c9b209a4-484a-420a-91f8-f61aef0e322f · outbound

This paper cites Deblurgan-v2: Deblurring (orders-of- magnitude) faster and better.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.736274Z

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.

source=pdf_text observed=2026-08-15T17:02:54.582632Z digest=sha256:478c7b7ebf998b0270e516f19abd6eda620e5e195c221647c05fc8bbe38b89b3

Observation ab7d59cc-a5ff-4a0f-adfb-f856bcddd7c6 · outbound

This paper cites Learning semantic-aware knowledge guidance for low-light image enhancement.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.721321Z

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.

source=pdf_text observed=2026-08-15T17:02:54.587376Z digest=sha256:9dff6d599962650428d135ae98a93366acd129e4adc79be17c9e66549fe7b9f2

Observation 695d8def-95bf-4871-abff-b495d96c8af6 · outbound

This paper cites You do not need additional priors or regularizers in retinex-based low-light image enhancement.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.705404Z

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.

source=pdf_text observed=2026-08-15T17:02:54.592219Z digest=sha256:c0b96fe5d0aa2e2f296314139a0aa54ea695e96c294b99b762f7fe5748a28798

Observation 1a2f4e1e-6f17-4638-8cf0-c4f74836175f · outbound

This paper cites Asp-led: Learning ambiguity-aware structural priors for joint low-light enhancement and deblurring.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:02:54.689980Z

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.

source=pdf_text observed=2026-08-15T17:02:54.598009Z digest=sha256:6e88a17da3b75b8542bd842dad62bff7ba6d2c229507fd4eff39a211e1769755

Observation 7639bc61-b67c-46d8-a365-ea9759fe65b9 · outbound

This paper cites VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T17:02:54.603031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:02:54.603031Z digest=sha256:b726d90f7d0c51a16ddac9b1c4c518280bffe4c0154a01f3b228497369e23957

Pith citing papers

No inbound Pith citation observations are available.