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Paper Citation Record · LEDGER

Do Flat Minima Improve Sparse Novel View Synthesis?

As of 18 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 1 inbound Pith citation observation for arXiv:2511.17918.

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

pith.paper-citation-record.v1
2511.17918 v2

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T20:53:43.752318Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T00:51:07.395179Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T00:57:29.313071Z

Reference resolution

68 of 68 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved67
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  • malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 67acce91-1344-4afd-800f-0f3797e5c085 · outbound

This paper cites Mod- eling uncertainty for gaussian splatting.IEEE Transactions on Neural Networks and Learning Systems, 36(6):11657– 11663, 2025.

Do Flat Minima Improve Sparse Novel View Synthesis? Mod- eling uncertainty for gaussian splatting.IEEE Transactions on Neural Networks and Learning Systems, 36(6):11657– 11663, 2025

Reference 1

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Observation a9ced7bb-1274-4395-875f-371b0ccd3529 · outbound

This paper cites Towards understanding sharpness-aware minimization.

Do Flat Minima Improve Sparse Novel View Synthesis? Towards understanding sharpness-aware minimization

Reference 2

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Observation 0e9f38c7-60f9-4a8b-a556-27a953f06ee6 · outbound

This paper cites A modern look at the relationship between sharpness and generaliza- tion.

Do Flat Minima Improve Sparse Novel View Synthesis? A modern look at the relationship between sharpness and generaliza- tion

Reference 4

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Observation deb558ec-de9c-430e-aa68-b01a381f8475 · outbound

This paper cites Barron, Ben Mildenhall, Dor Verbin, Pratul P.

Do Flat Minima Improve Sparse Novel View Synthesis? Barron, Ben Mildenhall, Dor Verbin, Pratul P

Reference 5

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source=pdf_text observed=2026-08-03T20:53:37.246689Z digest=sha256:dfc96b83e700a9ea24d402e7393de51f15e4c7fd1b6cd5eb1d18c16135f0535d

Observation f9003de4-d7e3-4ff6-9304-b7afc2b0d4b3 · outbound

This paper cites Zoedepth: Zero-shot transfer by com- bining relative and metric depth, 2023.

Do Flat Minima Improve Sparse Novel View Synthesis? Zoedepth: Zero-shot transfer by com- bining relative and metric depth, 2023

Reference 6

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Observation 3ce243f5-7ab3-4d95-a88a-03daf2640e82 · outbound

This paper cites Swad: Domain generalization by seeking flat minima.

Do Flat Minima Improve Sparse Novel View Synthesis? Swad: Domain generalization by seeking flat minima

Reference 7

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Observation 0b20a195-fac5-4856-baeb-deeca133a625 · outbound

This paper cites Eap-gs: Efficient augmenta- tion of pointcloud for 3d gaussian splatting in few-shot scene reconstruction.

Do Flat Minima Improve Sparse Novel View Synthesis? Eap-gs: Efficient augmenta- tion of pointcloud for 3d gaussian splatting in few-shot scene reconstruction

Reference 8

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Observation 1f1128ce-fa65-45b3-bfa8-575b62d85928 · outbound

This paper cites Depth-supervised nerf: Fewer views and faster train- ing for free.

Do Flat Minima Improve Sparse Novel View Synthesis? Depth-supervised nerf: Fewer views and faster train- ing for free

Reference 9

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Observation 3462665e-8bfb-493d-9387-18aabe05d352 · outbound

This paper cites Sharp minima can generalize for deep nets.

Do Flat Minima Improve Sparse Novel View Synthesis? Sharp minima can generalize for deep nets

Reference 10

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Observation a72a8d08-5f3d-49b9-b761-7ddd9f186890 · outbound

This paper cites an unresolved cited work.

Do Flat Minima Improve Sparse Novel View Synthesis? Unresolved cited work

Reference 11

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Observation 50d02959-3a80-4b89-a6e0-82e359b48935 · outbound

This paper cites Sharpness-aware minimization for efficiently improving generalization.

Do Flat Minima Improve Sparse Novel View Synthesis? Sharpness-aware minimization for efficiently improving generalization

Reference 12

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Observation 4e3282e5-7a92-447a-82d1-022e429c4710 · outbound

This paper cites Hicom: Hierarchical coherent motion for dy- namic streamable scenes with 3d gaussian splatting.

Do Flat Minima Improve Sparse Novel View Synthesis? Hicom: Hierarchical coherent motion for dy- namic streamable scenes with 3d gaussian splatting

Reference 13

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Observation 80d81b9c-52a9-4851-9e29-843404a2d707 · outbound

This paper cites Queen: Quan- tized efficient encoding of dynamic gaussians for streaming free-viewpoint videos.

Do Flat Minima Improve Sparse Novel View Synthesis? Queen: Quan- tized efficient encoding of dynamic gaussians for streaming free-viewpoint videos

Reference 14

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Observation ceb629d4-c436-4682-8928-d46d43c1e4fa · outbound

This paper cites Bayes’ rays: Uncertainty quan- tification for neural radiance fields.

Do Flat Minima Improve Sparse Novel View Synthesis? Bayes’ rays: Uncertainty quan- tification for neural radiance fields

Reference 15

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Observation e338ab04-7145-4686-b18f-b8363ce6587a · outbound

This paper cites InAdvances in Neural Information Processing Systems, pages 38888– 38959.

Do Flat Minima Improve Sparse Novel View Synthesis? InAdvances in Neural Information Processing Systems, pages 38888– 38959

Reference 16

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Observation 74aebc3c-f2bb-4923-b459-e030e894fb9e · outbound

This paper cites 4dgc: Rate-aware 4d gaussian compression for efficient streamable free-viewpoint video.

Do Flat Minima Improve Sparse Novel View Synthesis? 4dgc: Rate-aware 4d gaussian compression for efficient streamable free-viewpoint video

Reference 17

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Observation 47e5352e-ee25-4c81-8c5c-7f3362aef476 · outbound

This paper cites Averaging weights leads to wider optima and better generalization.

Do Flat Minima Improve Sparse Novel View Synthesis? Averaging weights leads to wider optima and better generalization

Reference 18

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Observation bf726f4a-bae0-4f14-a71a-d5e095911d80 · outbound

This paper cites A reparametrization-invariant sharpness measure based on information geometry.Advances in neural information processing systems, 35:27893–27905, 2022.

Do Flat Minima Improve Sparse Novel View Synthesis? A reparametrization-invariant sharpness measure based on information geometry.Advances in neural information processing systems, 35:27893–27905, 2022

Reference 19

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Observation 4b2bbbe0-65d8-428f-bc3c-17007d68781a · outbound

This paper cites Comapgs: Covisibility map-based gaussian splatting for sparse novel view synthesis.

Do Flat Minima Improve Sparse Novel View Synthesis? Comapgs: Covisibility map-based gaussian splatting for sparse novel view synthesis

Reference 20

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Observation 33c4bf88-d5b0-4b29-a42b-74dcc79ad9e8 · outbound

This paper cites Sparfels: Fast reconstruction from sparse unposed imagery.

Do Flat Minima Improve Sparse Novel View Synthesis? Sparfels: Fast reconstruction from sparse unposed imagery

Reference 21

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Observation cbfd8d1c-d1c4-4f04-bc46-a31d2c247482 · outbound

This paper cites Fantastic generalization mea- sures and where to find them.

Do Flat Minima Improve Sparse Novel View Synthesis? Fantastic generalization mea- sures and where to find them

Reference 22

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Observation 129dfb44-1b4b-4a45-a119-73afcf3a7a26 · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.ACM Trans.

Do Flat Minima Improve Sparse Novel View Synthesis? 3d gaussian splatting for real-time radiance field rendering.ACM Trans

Reference 23

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Observation 53a5be4b-9196-41da-a7ba-5e71fdbb1af0 · outbound

This paper cites On large- batch training for deep learning: Generalization gap and sharp minima.

Do Flat Minima Improve Sparse Novel View Synthesis? On large- batch training for deep learning: Generalization gap and sharp minima

Reference 24

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Observation ebeb3347-213d-4f9a-ad6e-23e14d09abf7 · outbound

This paper cites 3d gaussian splat- ting as markov chain monte carlo.

Do Flat Minima Improve Sparse Novel View Synthesis? 3d gaussian splat- ting as markov chain monte carlo

Reference 25

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Observation db1b645a-0a38-4e70-86f4-6f550125af95 · outbound

This paper cites Fisher SAM: Information geometry and sharp- ness aware minimisation.

Do Flat Minima Improve Sparse Novel View Synthesis? Fisher SAM: Information geometry and sharp- ness aware minimisation

Reference 26

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Observation 992197a3-2ea4-47a1-bfd5-7d07aeedd382 · outbound

This paper cites Kingma and Jimmy Ba.

Do Flat Minima Improve Sparse Novel View Synthesis? Kingma and Jimmy Ba

Reference 27

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Observation 3eb2272e-385b-4a96-a5fd-8248703df0e4 · outbound

This paper cites Asam: Adaptive sharpness-aware minimiza- tion for scale-invariant learning of deep neural networks.

Do Flat Minima Improve Sparse Novel View Synthesis? Asam: Adaptive sharpness-aware minimiza- tion for scale-invariant learning of deep neural networks

Reference 28

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Observation 85f5208c-c223-43f2-aff0-472d58d86db9 · outbound

This paper cites Bayesian nerf: Quantifying uncertainty with volume density for neural implicit fields.IEEE Robotics and Au- tomation Letters, 10(3):2144–2151, 2025.

Do Flat Minima Improve Sparse Novel View Synthesis? Bayesian nerf: Quantifying uncertainty with volume density for neural implicit fields.IEEE Robotics and Au- tomation Letters, 10(3):2144–2151, 2025

Reference 29

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Observation fef458b5-f957-41c3-9edf-434e34560abd · outbound

This paper cites Ground- ing image matching in 3d with mast3r.

Do Flat Minima Improve Sparse Novel View Synthesis? Ground- ing image matching in 3d with mast3r

Reference 30

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Observation 1ed23f2a-8850-484f-9733-ef1eceb9a498 · outbound

This paper cites Dngaussian: Optimizing sparse-view 3d gaussian radiance fields with global-local depth normaliza- tion.

Do Flat Minima Improve Sparse Novel View Synthesis? Dngaussian: Optimizing sparse-view 3d gaussian radiance fields with global-local depth normaliza- tion

Reference 31

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Observation 47e03396-b87d-42bc-8974-c54352434f7a · outbound

This paper cites Streaming radiance fields for 3d video synthesis.

Do Flat Minima Improve Sparse Novel View Synthesis? Streaming radiance fields for 3d video synthesis

Reference 32

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Observation 11aaf3c9-276d-4097-8b4a-a8dcf54be035 · outbound

This paper cites Neural 3d video synthesis from multi-view video.

Do Flat Minima Improve Sparse Novel View Synthesis? Neural 3d video synthesis from multi-view video

Reference 33

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Observation 678cefdf-a2d4-40c0-85ca-23418f7c1f01 · outbound

This paper cites Friendly sharpness-aware minimization.

Do Flat Minima Improve Sparse Novel View Synthesis? Friendly sharpness-aware minimization

Reference 34

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source=pdf_text observed=2026-08-03T20:53:40.058408Z digest=sha256:e88387088b131fcadcdabde4cbdf1167d7b2b7357fc8cf30008b97a3ba0d8a37

Observation daf50c11-b077-456f-9056-5d8ca1bf3882 · outbound

This paper cites Scale selection properties of generalized scale-space interest point detectors.Journal of Mathematical Imaging and Vision, 46(2):177–210, 2013.

Do Flat Minima Improve Sparse Novel View Synthesis? Scale selection properties of generalized scale-space interest point detectors.Journal of Mathematical Imaging and Vision, 46(2):177–210, 2013

Reference 35

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Observation 4725d728-c6a1-4cfd-9347-40d39a7b7399 · outbound

This paper cites Stochastic preconditioning for neural field optimization.ACM Trans.

Do Flat Minima Improve Sparse Novel View Synthesis? Stochastic preconditioning for neural field optimization.ACM Trans

Reference 36

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Observation 68a1bd22-e6b8-4b9a-a674-1ba21bbb8696 · outbound

This paper cites Balanced sharpness-aware minimization for imbalanced regression.

Do Flat Minima Improve Sparse Novel View Synthesis? Balanced sharpness-aware minimization for imbalanced regression

Reference 37

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Observation f5608c2d-e104-45ec-ac1e-2ddd217b7e9e · outbound

This paper cites Explicit eigenvalue regularization improves sharpness-aware minimization.

Do Flat Minima Improve Sparse Novel View Synthesis? Explicit eigenvalue regularization improves sharpness-aware minimization

Reference 38

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source=pdf_text observed=2026-08-03T20:53:40.446115Z digest=sha256:addd585b9de3555eda37d01136b50b3f4e80c0d0ff843939ceaeac851cac912d

Observation 727c9a9e-53a4-47a4-8eff-ca952f0efa7b · outbound

This paper cites McAllester.

Do Flat Minima Improve Sparse Novel View Synthesis? McAllester

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source=pdf_text observed=2026-08-03T20:53:40.490316Z digest=sha256:a8e81a4b819ee35f6c4db95181732ebb8b4c29948aee6b651cc3b80509fe151c

Observation 23417710-c9ec-43a8-a4b8-0901d2a4db4b · outbound

This paper cites Srinivasan, Rodrigo Ortiz-Cayon, Nima Khademi Kalantari, Ravi Ramamoorthi, Ren Ng, and Abhishek Kar.

Do Flat Minima Improve Sparse Novel View Synthesis? Srinivasan, Rodrigo Ortiz-Cayon, Nima Khademi Kalantari, Ravi Ramamoorthi, Ren Ng, and Abhishek Kar

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source=pdf_text observed=2026-08-03T20:53:40.575011Z digest=sha256:c56e5af3ee8b52683f40a5a575af7dd23f97ee6b9c6e4d5a8d3c80e3e98318b3

Observation b32936db-00a2-4047-a310-cd633c890cef · outbound

This paper cites Srinivasan, Matthew Tancik, Jonathan T.

Do Flat Minima Improve Sparse Novel View Synthesis? Srinivasan, Matthew Tancik, Jonathan T

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source=pdf_text observed=2026-08-03T20:53:40.602240Z digest=sha256:1099c92b00fc9fe09c27c2543ce5057b4df3c8a02d4ea1487be2caa429bcd837

Observation 66508ae6-a9c1-463d-ac90-dead24f910cc · outbound

This paper cites Normalization layers are all that sharpness- aware minimization needs.

Do Flat Minima Improve Sparse Novel View Synthesis? Normalization layers are all that sharpness- aware minimization needs

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source=pdf_text observed=2026-08-03T20:53:40.650718Z digest=sha256:13464667ed450c2c6f568cf381f68fc95d48d87b325f97089702027cf50fff9b

Observation 79dd2dfd-30dc-4031-aba8-450c25fb3038 · outbound

This paper cites Nesterov.

Do Flat Minima Improve Sparse Novel View Synthesis? Nesterov

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source=pdf_text observed=2026-08-03T20:53:40.729575Z digest=sha256:bb7ea15f7cc05e4ce62a62678a929569ac29ab0eb90c5adc6bdeb43b497bbd73

Observation 664d5313-3f06-4ca7-b9e6-7097a256ef41 · outbound

This paper cites Barron, Ben Mildenhall, Mehdi S.

Do Flat Minima Improve Sparse Novel View Synthesis? Barron, Ben Mildenhall, Mehdi S

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source=pdf_text observed=2026-08-03T20:53:40.799536Z digest=sha256:20ad497614ac0b621a0808cd7025a5ac364c6a4ddb51b9bb1d8934e0b6a897db

Observation 2322599a-f93d-4831-bb3d-fce6670b1fab · outbound

This paper cites Dropgaus- sian: Structural regularization for sparse-view gaussian splatting.

Do Flat Minima Improve Sparse Novel View Synthesis? Dropgaus- sian: Structural regularization for sparse-view gaussian splatting

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no resolver link, observed 2026-08-03T20:53:40.875241Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T20:53:40.875241Z digest=sha256:ea62b1e35be9ff194e63e5104551d5ea2b6792878a8bae7528b2c6b112741e27

Observation 27bd012a-fce9-40c7-8d9f-f921f8cc5871 · outbound

This paper cites Vi- sion transformers for dense prediction.

Do Flat Minima Improve Sparse Novel View Synthesis? Vi- sion transformers for dense prediction

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no resolver link, observed 2026-08-03T20:53:40.946064Z

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source=pdf_text observed=2026-08-03T20:53:40.946064Z digest=sha256:8c675395f9fd4b8c6619296daa5b2e98f60280c10b9e9d4c483c937f2f643da4

Observation 13dd5b81-2e8c-41b2-8693-cee6662a0a70 · outbound

This paper cites Williamson.

Do Flat Minima Improve Sparse Novel View Synthesis? Williamson

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source=pdf_text observed=2026-08-03T20:53:40.996977Z digest=sha256:a304f281514df124fefc59a6626f52536bc662d72756433b30a85064862a8d40

Observation c791e07f-530b-45d6-9170-cd20db34e9c0 · outbound

This paper cites Stochastic neural radiance fields: Quanti- fying uncertainty in implicit 3d representations.

Do Flat Minima Improve Sparse Novel View Synthesis? Stochastic neural radiance fields: Quanti- fying uncertainty in implicit 3d representations

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no resolver link, observed 2026-08-03T20:53:41.048131Z

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source=pdf_text observed=2026-08-03T20:53:41.048131Z digest=sha256:8c7f87e087350b4b5d724f91e3bd37e42298618034787105d7acc7b6e339ab09

Observation b55a2b81-dc06-4e09-bbdd-9d6e50cb3f39 · outbound

This paper cites Flowformer++: Masked cost volume autoen- coding for pretraining optical flow estimation.

Do Flat Minima Improve Sparse Novel View Synthesis? Flowformer++: Masked cost volume autoen- coding for pretraining optical flow estimation

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no resolver link, observed 2026-08-03T20:53:41.259279Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T20:53:41.259279Z digest=sha256:60a4c97e0431ab6737280fd45c7d827037d25dcfe98de2a5fe5d69a7240e6b57

Observation b6e9780e-7973-471d-b6f4-a8bc6308e688 · outbound

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

Do Flat Minima Improve Sparse Novel View Synthesis? Very deep convo- lutional networks for large-scale image recognition

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no resolver link, observed 2026-08-03T20:53:41.354996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:41.354996Z digest=sha256:c65b709d72de771ad9b9483343880e249c8fd8b3dc605385468e6d836149a519

Observation 188cae4e-a4c1-4ed4-bb85-02870ba5f98d · outbound

This paper cites Adasam: Boosting sharpness-aware minimization with adaptive learning rate and momentum for training deep neu- ral networks.Neural Networks, 169:506–519, 2024.

Do Flat Minima Improve Sparse Novel View Synthesis? Adasam: Boosting sharpness-aware minimization with adaptive learning rate and momentum for training deep neu- ral networks.Neural Networks, 169:506–519, 2024

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no resolver link, observed 2026-08-03T20:53:41.567267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:41.567267Z digest=sha256:642c0683910c74b72580d69124e7103f34c65cca366b627c4ae0aaa43823cb63

Observation 0cbcf9e1-9752-406c-a144-523f30bfd567 · outbound

This paper cites 3dgstream: On-the-fly training of 3d gaussians for efficient streaming of photo-realistic free- viewpoint videos.

Do Flat Minima Improve Sparse Novel View Synthesis? 3dgstream: On-the-fly training of 3d gaussians for efficient streaming of photo-realistic free- viewpoint videos

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no resolver link, observed 2026-08-03T20:53:41.794325Z

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source=pdf_text observed=2026-08-03T20:53:41.794325Z digest=sha256:2ee1d147421099f6c6813278331578eac5311ae0ddff0f93c6650d190daeae93

Observation bdd034de-4b92-4065-9d07-3561c9cf3123 · outbound

This paper cites Nor- malized flat minima: Exploring scale invariant definition of flat minima for neural networks using pac-bayesian analy- sis.

Do Flat Minima Improve Sparse Novel View Synthesis? Nor- malized flat minima: Exploring scale invariant definition of flat minima for neural networks using pac-bayesian analy- sis

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source=pdf_text observed=2026-08-03T20:53:41.872497Z digest=sha256:7633d50195f677346fcdaf8ed6653740fcc85a800707142fbffcbdcd9fcd0e29

Observation d25b9d6f-8ee7-45e1-8611-217c229c48f0 · outbound

This paper cites Sparsenerf: Distilling depth ranking for few-shot novel view synthesis.

Do Flat Minima Improve Sparse Novel View Synthesis? Sparsenerf: Distilling depth ranking for few-shot novel view synthesis

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no resolver link, observed 2026-08-03T20:53:41.952167Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T20:53:41.952167Z digest=sha256:8980516d2b6d3e54376385bef1690a0b0da4984c591e4e16e1d915b8fb241dcf

Observation 1a58a562-8110-40d6-a5c7-0a6d86369fe8 · outbound

This paper cites Bovik, H.R.

Do Flat Minima Improve Sparse Novel View Synthesis? Bovik, H.R

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source=pdf_text observed=2026-08-03T20:53:42.035425Z digest=sha256:e6fe1c5199a2d0977d5ea4ab0421429f471ab73d61100173000b99c8ce07140b

Observation bd2ad3fa-6f5d-40dd-b990-5d0c55292e61 · outbound

This paper cites Sharpness min- imization algorithms do not only minimize sharpness to achieve better generalization.Advances in Neural Informa- tion Processing Systems, 36:1024–1035, 2023.

Do Flat Minima Improve Sparse Novel View Synthesis? Sharpness min- imization algorithms do not only minimize sharpness to achieve better generalization.Advances in Neural Informa- tion Processing Systems, 36:1024–1035, 2023

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source=pdf_text observed=2026-08-03T20:53:42.127565Z digest=sha256:16c1c360b4432913107bc1f767666d926e6a7508f90fb29dbb91cdfa6de96e22

Observation 051bb578-819e-4dbe-bfbd-92f7fe726ca4 · outbound

This paper cites How sharpness- aware minimization minimizes sharpness? InThe Eleventh International Conference on Learning Representa- tions, 2023.

Do Flat Minima Improve Sparse Novel View Synthesis? How sharpness- aware minimization minimizes sharpness? InThe Eleventh International Conference on Learning Representa- tions, 2023

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source=pdf_text observed=2026-08-03T20:53:42.186812Z digest=sha256:fc2e514a6bff549d21b68bc132024f195acdf4b0b34f601073523f819cab0077

Observation 210bfbf2-cbe7-4514-a654-45e088abc891 · outbound

This paper cites Dropoutgs: Dropping out gaussians for better sparse-view rendering.

Do Flat Minima Improve Sparse Novel View Synthesis? Dropoutgs: Dropping out gaussians for better sparse-view rendering

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no resolver link, observed 2026-08-03T20:53:42.255362Z

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source=pdf_text observed=2026-08-03T20:53:42.255362Z digest=sha256:574ebce802acf358e7a21e8c7c56d8b5809a8cba03dc0258c9089bf69031fd7f

Observation aab1012a-ce2b-402d-b7d2-476ad2e71134 · outbound

This paper cites Instant gaussian stream: Fast and generalizable streaming of dy- namic scene reconstruction via gaussian splatting.

Do Flat Minima Improve Sparse Novel View Synthesis? Instant gaussian stream: Fast and generalizable streaming of dy- namic scene reconstruction via gaussian splatting

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no resolver link, observed 2026-08-03T20:53:42.339779Z

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source=pdf_text observed=2026-08-03T20:53:42.339779Z digest=sha256:4876d4ac6e3c7992650ef4689ef4ee4824d697712d48eafb1549e28559ef0c5e

Observation 78f2e42b-6b3e-45da-9ed2-de24e7e6ecdf · outbound

This paper cites Freenerf: Im- proving few-shot neural rendering with free frequency reg- ularization.

Do Flat Minima Improve Sparse Novel View Synthesis? Freenerf: Im- proving few-shot neural rendering with free frequency reg- ularization

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source=pdf_text observed=2026-08-03T20:53:42.454993Z digest=sha256:6464f86b822b075e4fd76877531513aef601a43e47c51ff21afc37f4f7f2ac97

Observation ed5c4151-e26e-46d2-ae76-edc79b60506f · outbound

This paper cites Sharpness-aware minimization revisited: Weighted sharpness as a regularization term.

Do Flat Minima Improve Sparse Novel View Synthesis? Sharpness-aware minimization revisited: Weighted sharpness as a regularization term

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T20:53:42.536505Z digest=sha256:42933d737cefddb8f2cb8c1bb43fc0fcb219bddb3b9370e2037ca00b9d7e19e1

Observation 5f3124d1-3d0e-408c-a558-53e3434e5613 · outbound

This paper cites Compensat- ing spatiotemporally inconsistent observations for online dy- namic 3d gaussian splatting.

Do Flat Minima Improve Sparse Novel View Synthesis? Compensat- ing spatiotemporally inconsistent observations for online dy- namic 3d gaussian splatting

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source=pdf_text observed=2026-08-03T20:53:42.609644Z digest=sha256:9e331db149559329d3573058c5ae78f2d111373d5530108331d9d65e9b56b68e

Observation dad947ca-22f8-48a8-af58-0527e3aeed37 · outbound

This paper cites Cor-gs: Sparse-view 3d gaussian splat- ting via co-regularization.

Do Flat Minima Improve Sparse Novel View Synthesis? Cor-gs: Sparse-view 3d gaussian splat- ting via co-regularization

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source=pdf_text observed=2026-08-03T20:53:42.973063Z digest=sha256:1b34cf3eff1c7e8fe23fc94a906397f73a9eab91371ab86371c076841b8436b8

Observation fa5f7cdf-a780-4a8c-8e8b-4287933cfd25 · outbound

This paper cites Efros, Eli Shecht- man, and Oliver Wang.

Do Flat Minima Improve Sparse Novel View Synthesis? Efros, Eli Shecht- man, and Oliver Wang

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no resolver link, observed 2026-08-03T20:53:43.063180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:43.063180Z digest=sha256:a4cbe1ccfe3abc7a049bb01d53fcb2a5a651b3ad8cae01de98f1f790723987fe

Observation b1743fe0-92be-45cd-8744-0f9fd1ab0561 · outbound

This paper cites Self-ensembling gaussian splatting for few-shot novel view synthesis.

Do Flat Minima Improve Sparse Novel View Synthesis? Self-ensembling gaussian splatting for few-shot novel view synthesis

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no resolver link, observed 2026-08-03T20:53:43.199686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:43.199686Z digest=sha256:cccd74883cd4ae9798a8759e3de04472f0e7a36e6678670010f9f67f172703fc

Observation 55193365-a328-4edd-81ac-8826ec43e16b · outbound

This paper cites Nexusgs: Sparse view synthesis with epipolar depth priors in 3d gaus- sian splatting.

Do Flat Minima Improve Sparse Novel View Synthesis? Nexusgs: Sparse view synthesis with epipolar depth priors in 3d gaus- sian splatting

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:43.347193Z digest=sha256:c32730e12c88fe038aa1fab6660dd49f5211dff0ed5a0bc128b6e64e65bbfb9b

Observation f04acd27-174c-4d0d-8af4-f603f1582d0e · outbound

This paper cites Sharpness-aware minimization efficiently selects flatter minima late in training.

Do Flat Minima Improve Sparse Novel View Synthesis? Sharpness-aware minimization efficiently selects flatter minima late in training

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T20:53:43.544375Z digest=sha256:673df5e5ad2b657d5fac274bed7cbae43447fc0d7b17294531a4c8de426d7d7b

Observation da3d3c86-f03b-41fb-92f3-311b2a431d70 · outbound

This paper cites Fsgs: Real-time few-shot view synthesis using gaussian splatting.

Do Flat Minima Improve Sparse Novel View Synthesis? Fsgs: Real-time few-shot view synthesis using gaussian splatting

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malformed identifier
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Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T20:53:43.752318Z digest=sha256:f99a793d698da19a45d6cfeb3f440afa8a3a701087ee456248dbd5510d7961f2

Observation 82a7da0d-867f-4e94-8b67-df1df21c590d · outbound

This paper cites an unresolved cited work.

Do Flat Minima Improve Sparse Novel View Synthesis? Unresolved cited work

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source=pdf_text observed=2026-08-03T20:53:42.845638Z digest=sha256:ffe68b8799f8f74b5331b68036d132bbed27254b295324320a2b01421ecdfced

Pith citing papers

Observation 073ce4a6-d375-436c-8bfe-74b53823468c · inbound

Mind the Gap: Standard 3DGS Evaluation Primarily Measures Near-Trajectory Interpolation cites this paper.

Mind the Gap: Standard 3DGS Evaluation Primarily Measures Near-Trajectory Interpolation Do Flat Minima Improve Sparse Novel View Synthesis?

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verified exact
arxiv_id, observed 2026-07-07T04:17:56.799367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-03T00:51:07.395179Z digest=sha256:5e319ae78e199872ce6197910f2d0bcd5f43ef2d40ba095ec79d09eff8c09fdd