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Paper Citation Record · LEDGER

Style4D-Bench: A Benchmark Suite for 4D Stylization

As of 18 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 2 inbound Pith citation observations for arXiv:2508.19243.

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

pith.paper-citation-record.v1
2508.19243 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:52:33.765015Z

measured 74 of 74 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T21:22:41.935691Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T21:30:20.962966Z

Reference resolution

72 of 72 outbound references displayed

  • verified exact2
  • verified fuzzy46
  • unresolved24
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7feaa2b9-15ac-47e3-8807-72d5d194e972 · outbound

This paper cites Mip-nerf: A multiscale representation for anti-aliasing neu- ral radiance fields.

Style4D-Bench: A Benchmark Suite for 4D Stylization Mip-nerf: A multiscale representation for anti-aliasing neu- ral radiance fields

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.365410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.365410Z digest=sha256:809ba87b7388d709a96462868b46fb11dada20af2ddb4c408fb4a7f466e26b1a

Observation 8c73a2f0-221a-4ac9-9147-257edcd3fb11 · outbound

This paper cites Hexplane: A fast representa- tion for dynamic scenes.

Style4D-Bench: A Benchmark Suite for 4D Stylization Hexplane: A fast representa- tion for dynamic scenes

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.371980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.371980Z digest=sha256:fd847c5ec666d45d96e6971b11dcfaf16a3f776f16ca918f679492eea6834326

Observation e9449d51-0e92-415a-a321-7c5b58b1cc88 · outbound

This paper cites Emerg- ing properties in self-supervised vision transformers.

Style4D-Bench: A Benchmark Suite for 4D Stylization Emerg- ing properties in self-supervised vision transformers

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.377222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.377222Z digest=sha256:e4192965f62890a74a0b31f76b02ccada93a42351ea2b8aae6715c60c7f4a448

Observation c2966c78-497d-4d6e-aeb1-d19268ff6144 · outbound

This paper cites Efficient geometry-aware 3d generative adversarial networks.

Style4D-Bench: A Benchmark Suite for 4D Stylization Efficient geometry-aware 3d generative adversarial networks

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:35.022271Z

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=2026-08-05T15:52:33.382886Z digest=sha256:951c46217175a2c2595fbd8f8cb71373bc515bf523fa90a7dc7cbf2e0dc32d76

Observation 47adb824-657a-4d76-baef-5d580dd5a355 · outbound

This paper cites Tensorf: Tensorial radiance fields.

Style4D-Bench: A Benchmark Suite for 4D Stylization Tensorf: Tensorial radiance fields

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.388356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.388356Z digest=sha256:2048075f6e4f8626cdca83dc62f649e87cad35851ef81bf0233664fba4a7ee0f

Observation c66149d2-55bb-4bf6-b464-5bbd46da0c71 · outbound

This paper cites Coherent online video style transfer.

Style4D-Bench: A Benchmark Suite for 4D Stylization Coherent online video style transfer

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.992264Z

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=2026-08-05T15:52:33.393861Z digest=sha256:f16856768b3fe5b8cc44bf5fbec9e96a2a82a94b720d7eff203508b6be746190

Observation 21019849-5ace-4d10-97b5-eec67f9f1848 · outbound

This paper cites Gaussianeditor: Swift and control- lable 3d editing with gaussian splatting.

Style4D-Bench: A Benchmark Suite for 4D Stylization Gaussianeditor: Swift and control- lable 3d editing with gaussian splatting

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.399670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.399670Z digest=sha256:678b49ef895c936b2be3c39461c637ef68070b6266bd1c1a6acdb63052ce9cc6

Observation 0dc35863-d5f8-4bcd-ac14-ace07d8432a0 · outbound

This paper cites Upst-nerf: Uni- versal photorealistic style transfer of neural radiance fields for 3d scene.

Style4D-Bench: A Benchmark Suite for 4D Stylization Upst-nerf: Uni- versal photorealistic style transfer of neural radiance fields for 3d scene

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.963518Z

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=2026-08-05T15:52:33.405871Z digest=sha256:3cc5336c078c4ec9c4f1b35e601337b515b064ed88a826ce38561ed8d565482a

Observation 9de075e0-7ff9-4d2a-b715-1533b85e0596 · outbound

This paper cites Stylizing 3d scene via im- plicit representation and hypernetwork.

Style4D-Bench: A Benchmark Suite for 4D Stylization Stylizing 3d scene via im- plicit representation and hypernetwork

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.944964Z

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=2026-08-05T15:52:33.411075Z digest=sha256:52d2864b3ba8cf2b9e8a4e590e4d3f961d635eed55529a66f0db892fc4db6d6d

Observation ebe8ead7-0b6e-47ce-b3c1-c212caa540ca · outbound

This paper cites Arbitrary video style transfer via multi-channel correlation.

Style4D-Bench: A Benchmark Suite for 4D Stylization Arbitrary video style transfer via multi-channel correlation

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.923963Z

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=2026-08-05T15:52:33.416409Z digest=sha256:4341e038094f6ede4fb0d4687574ea0931fe3dbc840c99fe7c1f0eda2d3c8d7b

Observation 1e37dcfe-ecee-43ac-addb-9f002a319209 · outbound

This paper cites Image Quality Assessment: Unifying Structure and Texture Similarity.

Style4D-Bench: A Benchmark Suite for 4D Stylization Image Quality Assessment: Unifying Structure and Texture Similarity

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.423004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.423004Z digest=sha256:b5b01b6a273908bc00f3c5bbf4f240a27bd6256212e35987913ef836b6d3e905

Observation dac5daca-2d07-442a-98df-c2933fc8711b · outbound

This paper cites 4d-rotor gaussian splatting: towards efficient novel view synthesis for dynamic scenes.

Style4D-Bench: A Benchmark Suite for 4D Stylization 4d-rotor gaussian splatting: towards efficient novel view synthesis for dynamic scenes

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.906323Z

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=2026-08-05T15:52:33.428815Z digest=sha256:416c597d00711a598a1e2208bdc517879b310712637179f359fed898e9fa3757

Observation cc2be8bb-1e7e-42e1-8e32-2a3c0c8f8867 · outbound

This paper cites Fast dynamic radiance fields with time-aware neural vox- els.

Style4D-Bench: A Benchmark Suite for 4D Stylization Fast dynamic radiance fields with time-aware neural vox- els

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.889715Z

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=2026-08-05T15:52:33.435136Z digest=sha256:76103f2c766e0152d94e59a06e0bf647e99504e68647bf41be531c8ad9833b46

Observation 4d6e832c-c172-4e56-8a96-5f57240171c2 · outbound

This paper cites 8 Ccedit: Creative and controllable video editing via diffu- sion models.

Style4D-Bench: A Benchmark Suite for 4D Stylization 8 Ccedit: Creative and controllable video editing via diffu- sion models

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.873274Z

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=2026-08-05T15:52:33.441933Z digest=sha256:dbb00d159fb09839f7269fe3679af5573cfb1821d952d699a2a6d0671b88ca6b

Observation fe565407-9e31-4323-ae53-2d52c05d99b6 · outbound

This paper cites Plenoxels: Radiance fields without neural networks.

Style4D-Bench: A Benchmark Suite for 4D Stylization Plenoxels: Radiance fields without neural networks

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.447007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.447007Z digest=sha256:c28e42c4868db14d15e50b9d1110331032fc2d733c3cafdc1cb5931e9e8c60ac

Observation e77273ef-44d9-413f-a8c2-bf26d4e09eeb · outbound

This paper cites K-planes: Explicit radiance fields in space, time, and appearance.

Style4D-Bench: A Benchmark Suite for 4D Stylization K-planes: Explicit radiance fields in space, time, and appearance

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.453270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.453270Z digest=sha256:beb957788c804d9f4f57d6fbbe986db18b43eaba7ef90f3e95662bf35fbd6e44

Observation ea961c47-8ffd-46da-be38-10b1fa282279 · outbound

This paper cites Im- age style transfer using convolutional neural networks.

Style4D-Bench: A Benchmark Suite for 4D Stylization Im- age style transfer using convolutional neural networks

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.833566Z

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=2026-08-05T15:52:33.460448Z digest=sha256:7d25520a4490898bb5235265ba4eaebebc2dcfadddcfda8e85e8c42b88ddaff8

Observation c059b0d8-3b1e-435b-a480-3b3f36f9ae88 · outbound

This paper cites Ar- bitrary style transfer with deep feature reshuffle.

Style4D-Bench: A Benchmark Suite for 4D Stylization Ar- bitrary style transfer with deep feature reshuffle

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.817766Z

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=2026-08-05T15:52:33.470801Z digest=sha256:b1abe3b1a71c014af0bcd51bbdb3ba41501673db0a1608ecdfd5754c0e33bca9

Observation 244f1fec-00d7-42c3-b509-0bb2b233db81 · outbound

This paper cites Instruct-nerf2nerf: Edit- ing 3d scenes with instructions.

Style4D-Bench: A Benchmark Suite for 4D Stylization Instruct-nerf2nerf: Edit- ing 3d scenes with instructions

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.800132Z

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=2026-08-05T15:52:33.476120Z digest=sha256:b226de5b177bc496b889489fab0ec6ac75d0f992bf0d0eb6daa591c83e5b0837

Observation 1f802fa5-9200-4307-8d54-d8e0cb3c10c5 · outbound

This paper cites Koniq-10k: An ecologically valid database for deep learning of blind image quality assessment.

Style4D-Bench: A Benchmark Suite for 4D Stylization Koniq-10k: An ecologically valid database for deep learning of blind image quality assessment

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.782267Z

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=2026-08-05T15:52:33.481297Z digest=sha256:9aa6d6a331ab789be04bfdfd8a42c426000892ddce8ebdddbefb7f2f0addb9e7

Observation 4dc31a28-9d47-4ac7-a6df-ac294bc0eecf · outbound

This paper cites Arbitrary style transfer in real-time with adaptive instance normalization.

Style4D-Bench: A Benchmark Suite for 4D Stylization Arbitrary style transfer in real-time with adaptive instance normalization

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.766159Z

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=2026-08-05T15:52:33.486165Z digest=sha256:742fda19831f499d80bef05de4b827508845890721c81a64431e4c70c31720df

Observation 53a14aa0-0cd5-40f5-9958-8a9207c82126 · outbound

This paper cites Stylizednerf: consistent 3d scene stylization as styl- ized nerf via 2d-3d mutual learning.

Style4D-Bench: A Benchmark Suite for 4D Stylization Stylizednerf: consistent 3d scene stylization as styl- ized nerf via 2d-3d mutual learning

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.749605Z

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=2026-08-05T15:52:33.490791Z digest=sha256:7f33e15f948c015211b0c39556c1b61497f0822cb34986cfd5b2c4bea1aef24f

Observation 00fc8c7d-e3a7-4303-9cbf-f27ab0163212 · outbound

This paper cites Rave: Randomized noise shuf- fling for fast and consistent video editing with diffusion mod- els.

Style4D-Bench: A Benchmark Suite for 4D Stylization Rave: Randomized noise shuf- fling for fast and consistent video editing with diffusion mod- els

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.732903Z

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=2026-08-05T15:52:33.495896Z digest=sha256:e4ec8d7d59f38e1b9609d36607d2f671d503914dc8103ecd27367a9ad7e3b673

Observation f3aee6ac-7a7d-435e-80c9-6c7757a6d5c0 · outbound

This paper cites Musiq: Multi-scale image quality transformer.

Style4D-Bench: A Benchmark Suite for 4D Stylization Musiq: Multi-scale image quality transformer

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.716477Z

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=2026-08-05T15:52:33.501135Z digest=sha256:ddddb608c2618e511195848acecfd3d2727fbe9e16b2159849a81218ef35e212

Observation 2a07e646-1d51-4495-9bd6-442f10b8e046 · outbound

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

Style4D-Bench: A Benchmark Suite for 4D Stylization 3d gaussian splatting for real-time radiance field rendering

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.506287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.506287Z digest=sha256:7fd88be529a562b773043e1911902fe7be599c81df41975f01eb467ac36a7620

Observation 3571f3d6-889f-40f5-bf30-677ca39f0b4b · outbound

This paper cites Style transfer by relaxed optimal transport and self-similarity.

Style4D-Bench: A Benchmark Suite for 4D Stylization Style transfer by relaxed optimal transport and self-similarity

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.685265Z

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=2026-08-05T15:52:33.511969Z digest=sha256:4468ce8a56d0afca647993a526715587a2d77d9af34eb15af38abc55d14301e7

Observation a8f9cb9f-da5b-4515-9b12-488b6111eadb · outbound

This paper cites Exploring the temporal consistency of arbitrary style transfer: A channelwise perspective.

Style4D-Bench: A Benchmark Suite for 4D Stylization Exploring the temporal consistency of arbitrary style transfer: A channelwise perspective

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.667585Z

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=2026-08-05T15:52:33.516800Z digest=sha256:5722caefbf5399b20f6b7c4ad54c4a6ba72ff565a916a72237a1d21366d11310

Observation 6b528571-6377-4c32-8ede-0c6ebcf29fcd · outbound

This paper cites Learning blind video temporal consistency.

Style4D-Bench: A Benchmark Suite for 4D Stylization Learning blind video temporal consistency

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.651168Z

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=2026-08-05T15:52:33.521980Z digest=sha256:42fdb456a1056e86a06d2d2ebb3a418d173e6c73a5c5049d51875c20a568778e

Observation 4fdf95c6-b38f-4e62-85a2-8cf3905a7113 · outbound

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

Style4D-Bench: A Benchmark Suite for 4D Stylization Neural 3d video synthesis from multi-view video

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.635007Z

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=2026-08-05T15:52:33.527528Z digest=sha256:6d5c08264cc272f812963125ca1f8c8a286bbf8288b68f6887d4ac93b44ba42e

Observation fbab6248-145d-49de-b9c3-b500435896d2 · outbound

This paper cites 4DStyleGaussian: Zero-shot 4D Style Transfer with Gaussian Splatting.

Style4D-Bench: A Benchmark Suite for 4D Stylization 4DStyleGaussian: Zero-shot 4D Style Transfer with Gaussian Splatting

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:52:34.006215Z

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=2026-08-05T15:52:33.532692Z digest=sha256:18ca708d81180f11d82aea276448b8a3b9710a9361dcbb47bc7de392565758ec

Observation 1f5f284a-58e8-4674-a5e7-bb15e287dc54 · outbound

This paper cites Visual Attribute Transfer through Deep Image Analogy.

Style4D-Bench: A Benchmark Suite for 4D Stylization Visual Attribute Transfer through Deep Image Analogy

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.538410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.538410Z digest=sha256:2c3f07d4a46752065acf05cf30383aad1fb98d340736a1eebafa6264700c1614

Observation 75258a2d-5c47-474d-a4a3-87ac700e1926 · outbound

This paper cites Microsoft coco: Common objects in context.

Style4D-Bench: A Benchmark Suite for 4D Stylization Microsoft coco: Common objects in context

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.618581Z

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=2026-08-05T15:52:33.544728Z digest=sha256:a9f0540942d8f8c179da33a37218ce5ff81286cc64d41b09bd09baf8c357e52d

Observation b0e471c6-6db2-4e0f-8be9-6adfce3caaeb · outbound

This paper cites Stylerf: Zero-shot 3d style transfer of neural radiance fields.

Style4D-Bench: A Benchmark Suite for 4D Stylization Stylerf: Zero-shot 3d style transfer of neural radiance fields

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.600894Z

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=2026-08-05T15:52:33.550879Z digest=sha256:324538047bcf18669e80c004d5b95f2b7a0dd3a87383829c6e0150f651c33a41

Observation 2033260a-b45d-4ad2-819e-d9d4b9647cd4 · outbound

This paper cites Stylegaussian: Instant 3d style transfer with gaussian splatting.

Style4D-Bench: A Benchmark Suite for 4D Stylization Stylegaussian: Instant 3d style transfer with gaussian splatting

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.581067Z

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=2026-08-05T15:52:33.556495Z digest=sha256:1882c18bde9b016ca9f45739db3be295b0da55f0b8060ad801cc29465b2c3993

Observation 7772c1a7-50bc-4606-91ac-91186f47fe9e · outbound

This paper cites Structure-guided arbitrary style transfer for artistic image and video.

Style4D-Bench: A Benchmark Suite for 4D Stylization Structure-guided arbitrary style transfer for artistic image and video

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.562745Z

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=2026-08-05T15:52:33.562319Z digest=sha256:8b6cb7212610b2affa01566397cb9bb638a51b319f698c1db0eed27b3f0c998c

Observation b87f6c48-428b-4738-a6aa-d594ef0a7f09 · outbound

This paper cites Adaattn: Revisit attention mechanism in arbitrary neural style transfer.

Style4D-Bench: A Benchmark Suite for 4D Stylization Adaattn: Revisit attention mechanism in arbitrary neural style transfer

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.543317Z

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=2026-08-05T15:52:33.567678Z digest=sha256:7d1587014f87aa6ec331cedac7fce5b0d4405fa68920d2755adeb7c4e40b3ef6

Observation 431ccbcd-976b-4bac-b602-e99f6a309de9 · outbound

This paper cites Robust dynamic radiance fields.

Style4D-Bench: A Benchmark Suite for 4D Stylization Robust dynamic radiance fields

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.525422Z

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=2026-08-05T15:52:33.573209Z digest=sha256:78dec30f1f5ef1e67283f198bb1a72f64956dad1b4c13ab551701eea852f181c

Observation 2446ea8f-1733-43b2-bfcb-b3f167ba285b · outbound

This paper cites Dynamic 3d gaussians: Tracking by per- 9 sistent dynamic view synthesis.

Style4D-Bench: A Benchmark Suite for 4D Stylization Dynamic 3d gaussians: Tracking by per- 9 sistent dynamic view synthesis

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.506421Z

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=2026-08-05T15:52:33.579100Z digest=sha256:5a3c72324aaf6938da2127eca12e1d1a98f529763929ebc63fa063c2febba4f2

Observation c0da1bcb-29da-4b60-a5fd-76f085ab9360 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view syn- thesis.

Style4D-Bench: A Benchmark Suite for 4D Stylization Nerf: Representing scenes as neural radiance fields for view syn- thesis

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.585827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.585827Z digest=sha256:0f7281c4cfc5e1cb8d90b9e23eacfa9bdee42e14dfc93dda3b6b90c4b71bc34f

Observation 080f4e19-e8bc-420c-ae3a-88e733eee300 · outbound

This paper cites Instant neural graphics primitives with a mul- tiresolution hash encoding.

Style4D-Bench: A Benchmark Suite for 4D Stylization Instant neural graphics primitives with a mul- tiresolution hash encoding

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.590763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.590763Z digest=sha256:8c8b3868e6427c5bc568ab7e7c59b43105ee3b02db34aceeb5f0abe4b2d607cb

Observation f9397323-ae92-4699-82be-e2c066c9985c · outbound

This paper cites SNeRF: Stylized Neural Implicit Representations for 3D Scenes.

Style4D-Bench: A Benchmark Suite for 4D Stylization SNeRF: Stylized Neural Implicit Representations for 3D Scenes

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.596095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.596095Z digest=sha256:ee037bb9e473bcd100d938c6b64f0c04cf2ef158d8bee109be58334ffd45a528

Observation 91d5ed39-9eb6-4155-abf8-083f3f6fb4e0 · outbound

This paper cites Nerfies: Deformable neural radiance fields.

Style4D-Bench: A Benchmark Suite for 4D Stylization Nerfies: Deformable neural radiance fields

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.465036Z

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=2026-08-05T15:52:33.602539Z digest=sha256:af2f0e78090dd028bc7709d7b93e3a96688b01db54f3e5491bb03afacfef8400

Observation ed95d8ab-68ee-48cc-930b-95bf9e52bddc · outbound

This paper cites HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields.

Style4D-Bench: A Benchmark Suite for 4D Stylization HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.608150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.608150Z digest=sha256:01f6f3c97ae61d326f70a4736777d920cabb053b1942e05d1c39c05770d66a32

Observation c434dacc-7893-4c9d-a908-12c73fcc28be · outbound

This paper cites D-nerf: Neural radiance fields for dynamic scenes.

Style4D-Bench: A Benchmark Suite for 4D Stylization D-nerf: Neural radiance fields for dynamic scenes

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.447470Z

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=2026-08-05T15:52:33.614127Z digest=sha256:d43e1c4899d9e429262baeeaa7d49be3d37ae14b944fcf012ffa7e2d2e5cdf87

Observation 6c23af12-7147-450f-9a15-dc2106f51276 · outbound

This paper cites Gaussian splatting in style.

Style4D-Bench: A Benchmark Suite for 4D Stylization Gaussian splatting in style

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.430092Z

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=2026-08-05T15:52:33.619110Z digest=sha256:cb692f85388327ec2a228ad681f57138b4511b85862ec1892696bc993eb377b2

Observation 0e580639-034b-4d7a-83a4-b397229ca87c · outbound

This paper cites Tensor4d: Efficient neural 4d decomposition for high-fidelity dynamic reconstruction and rendering.

Style4D-Bench: A Benchmark Suite for 4D Stylization Tensor4d: Efficient neural 4d decomposition for high-fidelity dynamic reconstruction and rendering

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.412517Z

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=2026-08-05T15:52:33.624094Z digest=sha256:05d8c101089ddb4e3c4f9e31e7becb593386138353d9fa755f99c3b73dfa599f

Observation ed13bb60-6faa-425c-8f99-9064031fb4c3 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Style4D-Bench: A Benchmark Suite for 4D Stylization Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.629404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.629404Z digest=sha256:df077008a31a39f01b28f2056a986c648c0371d882d3a88f3313057243f0ee43

Observation 461fb0cf-e839-4ce8-b137-39a57dd2a8a3 · outbound

This paper cites Direct voxel grid optimization: Super-fast convergence for radiance fields reconstruction.

Style4D-Bench: A Benchmark Suite for 4D Stylization Direct voxel grid optimization: Super-fast convergence for radiance fields reconstruction

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.394798Z

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=2026-08-05T15:52:33.634765Z digest=sha256:03f20c635b9379e393375af4bd629805378b3eff0a3a263bd83d9f51161e7ea4

Observation e6f649e9-8aa4-4f3b-9c9e-614c6811186f · outbound

This paper cites Raft: Recurrent all-pairs field transforms for optical flow.

Style4D-Bench: A Benchmark Suite for 4D Stylization Raft: Recurrent all-pairs field transforms for optical flow

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.640185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.640185Z digest=sha256:401a6d0f479c7574b6a3032d5fde416d29d136dc93f5844ac4b957634a4f0c8f

Observation 99cda380-f49b-4e00-9f50-c1de44d147ba · outbound

This paper cites Clip-nerf: Text-and-image driven ma- nipulation of neural radiance fields.

Style4D-Bench: A Benchmark Suite for 4D Stylization Clip-nerf: Text-and-image driven ma- nipulation of neural radiance fields

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.365882Z

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=2026-08-05T15:52:33.645399Z digest=sha256:6fd0d068cc0f4ca2aea3f36a14e183e2120fbbcd4b40268f630d4014986dd317

Observation 5ec095c8-f47c-495e-a03d-b5110fe409ae · outbound

This paper cites Nerf-art: Text-driven neural radiance fields stylization.

Style4D-Bench: A Benchmark Suite for 4D Stylization Nerf-art: Text-driven neural radiance fields stylization

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.347896Z

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=2026-08-05T15:52:33.650302Z digest=sha256:55203b9f9d53d0679e7005739f44f369b41e5baa3e07ec23eae83cc65ad93721

Observation a96e8a05-43b0-494b-a67d-bb1b10c58b95 · outbound

This paper cites Ex- ploring clip for assessing the look and feel of images.

Style4D-Bench: A Benchmark Suite for 4D Stylization Ex- ploring clip for assessing the look and feel of images

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.331851Z

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=2026-08-05T15:52:33.655696Z digest=sha256:b8b6abf73f229ea2189e502437f5390a3f6aa427f9a47988822cdf17431b048c

Observation efd1a57b-e1e7-4dbc-8532-d9a056ae8fb8 · outbound

This paper cites Cbam: Convolutional block attention module.

Style4D-Bench: A Benchmark Suite for 4D Stylization Cbam: Convolutional block attention module

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.314741Z

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=2026-08-05T15:52:33.661177Z digest=sha256:b3d9826822d5604d14d0f8f020534e6a44ca44271c91480c6043ca459162c103

Observation c8f209ed-da05-4873-8f3d-f892b8c8c8ac · outbound

This paper cites 4d gaussian splatting for real-time dynamic scene rendering.

Style4D-Bench: A Benchmark Suite for 4D Stylization 4d gaussian splatting for real-time dynamic scene rendering

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.292263Z

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=2026-08-05T15:52:33.667148Z digest=sha256:48c4079ad84cc458f3a682714410c7104e34765839700aa057c78931262ec4b1

Observation 75b432ab-33d0-4280-a685-20acee5d720e · outbound

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

Style4D-Bench: A Benchmark Suite for 4D Stylization Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.672072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.672072Z digest=sha256:028b42d28e4888b7b33cd465c2c1780c7f87047b29f86982932f6a3908258aea

Observation 9f4d9172-07d9-41d0-b8d7-b5d41d8f58a3 · outbound

This paper cites Ccpl: Con- trastive coherence preserving loss for versatile style transfer.

Style4D-Bench: A Benchmark Suite for 4D Stylization Ccpl: Con- trastive coherence preserving loss for versatile style transfer

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.274239Z

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=2026-08-05T15:52:33.678175Z digest=sha256:80b4631233f6a29977d317444e2df5255cc7da3491826fbcddea9b0282e1c398

Observation d4e98f95-62e4-4ef0-a1a3-9e50f4255cac · outbound

This paper cites Supergaussians: Enhancing gaussian splat- ting using primitives with spatially varying colors, 2024.

Style4D-Bench: A Benchmark Suite for 4D Stylization Supergaussians: Enhancing gaussian splat- ting using primitives with spatially varying colors, 2024

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.257690Z

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=2026-08-05T15:52:33.685694Z digest=sha256:34b96838449551c6fa8d11018bcbd6b1dfeda6a6eb715d8e2d881647f3500b50

Observation 4e8e49f0-2ae2-4d9b-b164-4634c5955f4d · outbound

This paper cites Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting.

Style4D-Bench: A Benchmark Suite for 4D Stylization Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.691415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.691415Z digest=sha256:30a1fe126495a4e45a4af327013c87deca605749374bb77c6a21c7fe653c6f42

Observation fff3a9ce-c4fb-4120-8345-fbe6bca799df · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

Style4D-Bench: A Benchmark Suite for 4D Stylization CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.697635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.697635Z digest=sha256:15f18c22af96d82023d35e46d46ceb39de633be96423a3db6d46d0f517e9d9eb

Observation e9b03273-2372-43ee-a183-39125e5cc67d · outbound

This paper cites Generalizable Neural Voxels for Fast Human Radiance Fields.

Style4D-Bench: A Benchmark Suite for 4D Stylization Generalizable Neural Voxels for Fast Human Radiance Fields

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:52:33.840079Z

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=2026-08-05T15:52:33.703541Z digest=sha256:4df252eefe245690ec4d015af195aa60917de7b66c8c42daf3d379e59158f204

Observation 49045b33-cddc-4945-bbce-6035e7438195 · outbound

This paper cites From patches to pictures (paq-2-piq): Mapping the perceptual space of pic- ture quality.

Style4D-Bench: A Benchmark Suite for 4D Stylization From patches to pictures (paq-2-piq): Mapping the perceptual space of pic- ture quality

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.236200Z

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=2026-08-05T15:52:33.709291Z digest=sha256:fe01a711114418a6f1050809b784a43f2695db51327f102d549070c32faa417a

Observation 9101c46f-51fa-49ac-98b8-0876aba58bc7 · outbound

This paper cites Gaussian opacity fields: Efficient adaptive surface reconstruction in unbounded scenes.

Style4D-Bench: A Benchmark Suite for 4D Stylization Gaussian opacity fields: Efficient adaptive surface reconstruction in unbounded scenes

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.219822Z

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=2026-08-05T15:52:33.714751Z digest=sha256:33b723eea296d471067102a11bd1facc6ee7a02a69582da82c2342b95e6e72b4

Observation ccd05e02-a6f0-4ca3-b252-0a08478005bd · outbound

This paper cites StylizedGS: Controllable Stylization for 3D Gaussian Splatting.

Style4D-Bench: A Benchmark Suite for 4D Stylization StylizedGS: Controllable Stylization for 3D Gaussian Splatting

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.719991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.719991Z digest=sha256:56c1438eecffdf3ee61bfaf63eab41347db7800fc8b866fc9d32de66ec59b618

Observation 5c497214-dbd3-4932-923f-fb739e03a6b9 · outbound

This paper cites Arf: Artistic radiance fields.

Style4D-Bench: A Benchmark Suite for 4D Stylization Arf: Artistic radiance fields

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.201907Z

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=2026-08-05T15:52:33.725066Z digest=sha256:67f1d7f360e6fd2f3fb5de9810925e42a9819ac4311a92e7c985313f07235de1

Observation 5a0c3715-7fea-40ab-9a08-1ace2e5fc489 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

Style4D-Bench: A Benchmark Suite for 4D Stylization The unreasonable effectiveness of deep features as a perceptual metric

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-05T15:52:33.730178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:52:33.730178Z digest=sha256:4da9a55bbc05177e815d37135964cf3e09cbc2a4b2b1a50749a1d763f58c8bec

Observation c071fed0-6528-4406-9f21-03b3f8e338f3 · outbound

This paper cites Learning conditional knowledge distilla- tion for degraded-reference image quality assessment.ICCV,.

Style4D-Bench: A Benchmark Suite for 4D Stylization Learning conditional knowledge distilla- tion for degraded-reference image quality assessment.ICCV,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.172625Z

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=2026-08-05T15:52:33.735226Z digest=sha256:7b534a31a33e0ff9dcec53d756ade7a3e07598bb0d7b4b7b666b041f3c7efa22

Observation 3d0bfcff-32a6-4568-8b74-f43394e07b2f · outbound

This paper cites Extract free dense labels from clip.

Style4D-Bench: A Benchmark Suite for 4D Stylization Extract free dense labels from clip

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.152581Z

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=2026-08-05T15:52:33.740718Z digest=sha256:1e4f2b83d6c0e8c475b0a0a122abe9dfa94ce9203162f386b4b83bcafa97d5ef

Observation ec9e9501-7479-40b5-986d-e0df20d0085d · outbound

This paper cites Dreameditor: Text-driven 3d scene editing with neural fields.

Style4D-Bench: A Benchmark Suite for 4D Stylization Dreameditor: Text-driven 3d scene editing with neural fields

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.132486Z

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=2026-08-05T15:52:33.745435Z digest=sha256:7046e068fc29260eeabac3c4642340ab4991316699df5dce3c2f7958fbd12c74

Observation cd29aebd-a30c-4057-94f9-b1eba298e326 · outbound

This paper cites an unresolved cited work.

Style4D-Bench: A Benchmark Suite for 4D Stylization Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:52:34.111000Z

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=2026-08-05T15:52:33.749922Z digest=sha256:c710c87bf678f76f4fb860e2ac2281e9486f3b8f4ccb400c7454a39d41aefbac

Observation 0a540ccd-9872-46ba-9c76-7651399d4cc4 · outbound

This paper cites an unresolved cited work.

Style4D-Bench: A Benchmark Suite for 4D Stylization Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:52:34.090316Z

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=2026-08-05T15:52:33.754585Z digest=sha256:28256fea111e36b76f1d1362aad87c53a52495f35f55a2f00dadee456e73279e

Observation 4df06f7e-fe4e-47c8-9aa5-0e77db5e53c7 · outbound

This paper cites It is defined as: Lillum = ∥G(Ic, Is) − G(Ic + ϵ, Is)∥2 (11) where G(·) is the generation function, and ϵ ∼ N (0, σ2I) represents random Gaussian noise.

Style4D-Bench: A Benchmark Suite for 4D Stylization It is defined as: Lillum = ∥G(Ic, Is) − G(Ic + ϵ, Is)∥2 (11) where G(·) is the generation function, and ϵ ∼ N (0, σ2I) represents random Gaussian noise

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:52:34.067822Z

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=2026-08-05T15:52:33.759576Z digest=sha256:a74613b25e6d82c75e78f96378902c0c2660e55a9584061c69407733a30f5e81

Observation 686330c8-9ff7-4d2d-abbe-abd1c8321b82 · outbound

This paper cites an unresolved cited work.

Style4D-Bench: A Benchmark Suite for 4D Stylization Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:52:34.049459Z

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=2026-08-05T15:52:33.765015Z digest=sha256:4195bc620d4f5da0c9841f1da8a13fee38f9761d15c0ac1c0f12056627e86543

Pith citing papers

Observation 0c4921b3-6247-4beb-92e5-4630a7a6d282 · inbound

Learning Physics from Pretrained Video Models: A Multimodal Continuous and Sequential World Interaction Models for Robotic Manipulation cites this paper.

Learning Physics from Pretrained Video Models: A Multimodal Continuous and Sequential World Interaction Models for Robotic Manipulation Style4D-Bench: A Benchmark Suite for 4D Stylization

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-15T21:30:20.966727Z

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=2026-05-15T21:22:41.935691Z digest=sha256:6fbdd8b452c022cf834b2cbe8b7b01eba74aec5c91077966699d0b9b9220dcbe

Observation 276ece14-f05b-4745-9628-c21e405f437e · inbound

OOWM: Structuring Embodied Reasoning and Planning via Object-Oriented Programmatic World Modeling cites this paper.

OOWM: Structuring Embodied Reasoning and Planning via Object-Oriented Programmatic World Modeling Style4D-Bench: A Benchmark Suite for 4D Stylization

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-15T19:30:16.520021Z

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=2026-05-15T19:29:55.075825Z digest=sha256:8b81519e7cbcfbfe81fa9f9741b76cc2bc056e990281add344fd31b2483efb88