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Paper Citation Record · LEDGER

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal

As of 8 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2603.19036.

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

pith.paper-citation-record.v1
2603.19036 v2

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T22:15:10.917455Z

measured 62 of 62 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

62 of 62 outbound references displayed

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Outbound references

Observation ca781547-11c8-4b0f-a170-1ad45b3219c4 · outbound

This paper cites In: ACM SIGGRAPH 2005 Papers, pp.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: ACM SIGGRAPH 2005 Papers, pp

Reference 1

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Observation 0ee72646-2c4f-4cbc-bcdd-803889a6c7c5 · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017)

Reference 2

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Observation 35e0e0d3-c8b4-4fee-bf25-4770c1a113c6 · outbound

This paper cites Qwen2.5-VL Technical Report.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Qwen2.5-VL Technical Report

Reference 3

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Observation c90bb598-6b3d-4675-b326-15549686867f · outbound

This paper cites IEEETransactionsonCircuitsandSystemsforVideoTechnology35(5),4397–4408 (2024).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal IEEETransactionsonCircuitsandSystemsforVideoTechnology35(5),4397–4408 (2024)

Reference 4

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Observation 8f474622-01e9-4d9d-98a5-2465c968fc28 · outbound

This paper cites Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think

Reference 5

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Observation 73db4455-8a90-4bc2-b685-54ea06f3834e · outbound

This paper cites In: European conference on computer vision.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: European conference on computer vision

Reference 6

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Observation 2a5f94ce-cb39-476f-b701-4affe3886ca0 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 7

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Observation a0664d1a-93b7-4b06-b819-89a9bec23cb3 · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Reference 8

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Observation 4a1b53be-38bf-44a9-948d-46d10923ec13 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence35(6), 1397–1409 (2012).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal IEEE transactions on pattern analysis and machine intelligence35(6), 1397–1409 (2012)

Reference 9

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Observation 36b5b9cb-dda1-46e6-90de-da8f3cc4e407 · outbound

This paper cites Advances in neural information processing systems33, 6840–6851 (2020).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Advances in neural information processing systems33, 6840–6851 (2020)

Reference 10

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Observation d4141d5a-ba2f-4495-9d11-bc7e803294a0 · outbound

This paper cites In: European Conference on Computer Vision.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: European Conference on Computer Vision

Reference 11

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Observation eee48bfc-394d-4b6f-baad-b3f922a8a246 · outbound

This paper cites arXiv preprint arXiv:2503.17347 (2025).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal arXiv preprint arXiv:2503.17347 (2025)

Reference 12

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Observation f7f98dd7-bd71-4f44-9535-8e4fb5129fdf · outbound

This paper cites Advances in Neural Information Processing Systems 34, 24683–24694 (2021).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Advances in Neural Information Processing Systems 34, 24683–24694 (2021)

Reference 13

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Observation 730e763f-c198-4788-949a-f292aa14c358 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 14

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Observation 57ed06b9-5d12-417f-b5d3-03baa78b0df7 · outbound

This paper cites Electronics letters44(13), 800–801 (2008).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Electronics letters44(13), 800–801 (2008)

Reference 15

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Observation 435c6d02-1ddf-49de-9e3c-2169211cb4d1 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 16

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Observation 9b2f1ea8-4e09-43d1-bb0c-35501bd11b07 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Adam: A Method for Stochastic Optimization

Reference 17

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Observation 0da36998-6fcd-4d66-ad15-4718bf843128 · outbound

This paper cites Advances in neural information processing systems25 (2012).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Advances in neural information processing systems25 (2012)

Reference 18

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Observation 76526d27-981b-4720-930b-c3187073b271 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 19

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Observation a51471ef-64a9-45ed-9066-ac911c3f3b39 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 20

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Observation 53badeb6-f7a6-47d2-9d1a-3a21ac27f5d7 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intel- ligence29(9), 1647–1654 (2007).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal IEEE Transactions on Pattern Analysis and Machine Intel- ligence29(9), 1647–1654 (2007)

Reference 21

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Observation a6bf6bc7-c61b-41bf-b673-bea29712b07a · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 22

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Observation 24a563fc-9f6c-4bd7-95f7-3b49e92a56b2 · outbound

This paper cites Applied Intelligence53(16), 19433–19448 (2023).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Applied Intelligence53(16), 19433–19448 (2023)

Reference 23

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Observation 9cdc7add-9e12-4cdd-9102-2e45fafe99f5 · outbound

This paper cites A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges

Reference 24

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Observation 9be8779b-c951-4c16-8410-88e0dcfecce1 · outbound

This paper cites In: European conference on computer vision.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: European conference on computer vision

Reference 25

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Observation bd8c8422-8f41-4d46-ba1c-925b6910276a · outbound

This paper cites Harnessing Diffusion-Yielded Score Priors for Image Restoration.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Harnessing Diffusion-Yielded Score Priors for Image Restoration

Reference 26

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Observation 2ff6302f-f8c8-4de7-8967-d652220f8e5b · outbound

This paper cites Step1X-Edit: A Practical Framework for General Image Editing.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Step1X-Edit: A Practical Framework for General Image Editing

Reference 27

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Observation 3c1ba596-a4b6-4875-9f54-80b741016625 · outbound

This paper cites In: European Conference on Computer Vision.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: European Conference on Computer Vision

Reference 28

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Observation 213e5bed-2a44-41eb-a732-130aeabe91f0 · outbound

This paper cites In: International conference on machine learning.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: International conference on machine learning

Reference 29

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Observation ada2850e-bd68-4058-85da-10786439c4d4 · outbound

This paper cites Advances in neural information processing sys- tems32(2019).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Advances in neural information processing sys- tems32(2019)

Reference 30

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Observation a4d0c816-cd2d-4be7-a447-86bfaee28a6e · outbound

This paper cites an unresolved cited work.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Unresolved cited work

Reference 31

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Observation f9339f47-339f-4d75-acc4-99ac7cc027b7 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 32

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Observation 4ceefa77-bb10-49a3-93cb-32e98680da2f · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 33

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Observation a277a283-07bf-42b8-aea7-790fcbad1ad4 · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 34

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Observation a4d821e2-5b22-40e2-8584-6f4643df45dc · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2015).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2015)

Reference 35

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Observation d310571e-faa5-4c34-9324-7c9c964e7c1b · outbound

This paper cites In: Proceedings IEEE Conference on Com- puter Vision and Pattern Recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings IEEE Conference on Com- puter Vision and Pattern Recognition

Reference 36

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Observation c5ffe597-3e53-4764-8db8-05075af428ad · outbound

This paper cites In: Proceedings of the IEEE international conference on computer vision.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE international conference on computer vision

Reference 37

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Observation b772c81e-b8bc-48fd-82a8-9a3ac8365d5a · outbound

This paper cites International Journal of Computer Vision129(2), 385–399 (2021).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal International Journal of Computer Vision129(2), 385–399 (2021)

Reference 38

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Observation edfb3166-eb31-4555-aa4c-b336b877cf14 · outbound

This paper cites In: Proceedings of the AAAI conference on artificial intelligence.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the AAAI conference on artificial intelligence

Reference 39

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Observation 70ca9e96-ea4f-4e2e-a5f2-3a31c3c73b05 · outbound

This paper cites International Journal of Computer Vision 132(12), 5929–5949 (2024).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal International Journal of Computer Vision 132(12), 5929–5949 (2024)

Reference 40

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Observation 424a9503-44dc-4f7d-9777-bb4de572a0cc · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 41

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Observation bf42f1f4-5318-467f-84d4-fc8325a536e4 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 42

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Observation e4607593-ad99-4dd4-a0f2-6c33b59db495 · outbound

This paper cites In: The thrity-seventh Asilomar conference on signals, systems & computers, 2003.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: The thrity-seventh Asilomar conference on signals, systems & computers, 2003

Reference 43

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Observation 90504eea-7ec7-43a5-8636-9c733441565f · outbound

This paper cites arXiv preprint arXiv:2509.04548 (2025).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal arXiv preprint arXiv:2509.04548 (2025)

Reference 44

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source=pdf_text observed=2026-07-13T22:15:10.917455Z digest=sha256:6607d5ceb2563a0580bf67b001ecc70a83a71c2120d625feacf5fce458ed0c02

Observation c2828cd0-0498-4d41-afaf-b81e9d659886 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 45

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Observation f48c1e4f-4fb2-4bc1-942c-0bec7783a7f9 · outbound

This paper cites Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

Reference 46

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source=pdf_text observed=2026-07-13T22:15:10.917455Z digest=sha256:2b052e649b9de8a36e1d577db3df7c9866059f24365dca84331295ae4e1eb237

Observation 9fa1362b-a96c-4ce8-9892-3e96a9a2fcff · outbound

This paper cites Advances in Neural Information Processing Systems 37, 92529–92553 (2024).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Advances in Neural Information Processing Systems 37, 92529–92553 (2024)

Reference 47

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Observation 7c332c6c-75e2-44f3-aa97-bdfadf362410 · outbound

This paper cites What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?

Reference 48

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Observation 0c117633-adb5-4ee6-b4b3-a82329823040 · outbound

This paper cites ACM Transactions on Graphics (TOG)34(4), 1–11 (2015).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal ACM Transactions on Graphics (TOG)34(4), 1–11 (2015)

Reference 49

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Observation fc27883f-4854-40d3-99e8-4738124a7cd7 · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Reference 50

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source=pdf_text observed=2026-07-13T22:15:10.917455Z digest=sha256:5bbe011736474799d4e889f73f492c7ca5bc734a4f90f6ed406e9f54479b148c

Observation 93490966-f007-4b5d-963c-ed0439156097 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops

Reference 51

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source=pdf_text observed=2026-07-13T22:15:10.917455Z digest=sha256:a1be632ad779b45e8f7034cce170c6d904d1826bc01fc56b3a3b24028c42f2e0

Observation 13438168-8221-4a2e-93a5-5868aa33bf4c · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 52

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source=pdf_text observed=2026-07-13T22:15:10.917455Z digest=sha256:e553a8abcb5e3a1014859a15237144712a6814e7c9f0c224e0b43ae2fd7af70e

Observation c775c420-7231-4451-91ae-095c9901af89 · outbound

This paper cites ACM Trans- actions on Graphics (TOG)43(6), 1–18 (2024).

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal ACM Trans- actions on Graphics (TOG)43(6), 1–18 (2024)

Reference 53

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source=pdf_text observed=2026-07-13T22:15:10.917455Z digest=sha256:67f020b8f41154ff90636dc973291879a7f9e64398be5e7a47df20e8f2c7a6a5

Observation cadccadf-d2c7-4557-aa08-06ed6aa921c4 · outbound

This paper cites Multi-Scale Context Aggregation by Dilated Convolutions.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal Multi-Scale Context Aggregation by Dilated Convolutions

Reference 54

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Observation c3940e0e-857c-4744-b2ed-21cdb5208e4d · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 55

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source=pdf_text observed=2026-07-13T22:15:10.917455Z digest=sha256:243bd9fa1c5fae52d344a10201370c94b5384c12311572e55a4b9e7f4991218b

Observation 0b20135e-abda-4bfe-afac-43a008317d9a · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 56

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Observation 19a8637c-3bbf-4db2-8f49-d814b10c9fa3 · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 57

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Observation 4ff34726-e188-45c8-8ec4-bd72088f5b45 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recogni- tion Conference.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the Computer Vision and Pattern Recogni- tion Conference

Reference 58

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Observation 242e2634-7d82-4155-b79e-0c699ba8ebbe · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 59

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source=pdf_text observed=2026-07-13T22:15:10.917455Z digest=sha256:20d1b66b49be99b9b7bd97975e55b7a9f7803ae9379439363a46b154edb2d134

Observation cdf17b95-f643-42ab-b35b-7e9e774725e8 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 60

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source=pdf_text observed=2026-07-13T22:15:10.917455Z digest=sha256:f97933b0025e6d16b55963263f5dfc4ba6548339bf8e3f4d0813a4993898d389

Observation 24793687-9bd5-4246-8478-f2b2f5844ccf · outbound

This paper cites In: Proceedings of the AAAI Confer- ence on Artificial Intelligence.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the AAAI Confer- ence on Artificial Intelligence

Reference 61

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Observation a7eb0ba6-a5c0-4deb-813d-092759516999 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

FUMO: Prior-Modulated Diffusion for Single Image Reflection Removal In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 62

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Pith citing papers

No inbound Pith citation observations are available.