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Paper Citation Record · LEDGER

Style4D-Bench: A Benchmark Suite for 4D Stylization

As of 20 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 2026-08-20T06:33:59.587034+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=sha256:04d6844788494cfbddb00cb2142e7c88028957a2a07370324e1f23a5cae7facc

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=sha256:2c0b98e15d418a45ef1697e5f43ca09e4a64337b493500f90d6df7556b6151a4

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=sha256:55b83e1677f6f265849a4f85a7cd76e9f1fdd103d4c2a626a36caaa7dcf570fc

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.382886Z digest=sha256:f7a50ad9e0475ead8788a7088a3b32499658e0e701514fa7b49d26720ff8023e

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=sha256:7afa00557089bc8d2b35a9e25691ea0132bff1faf84029e317e8834b1276a76d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.393861Z digest=sha256:df049fb02ffab4e201467349a275338a482bb7b029dedf2ad4b3374d3c9e99ca

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:e6d3ce57ca44faedb56b3094d1738235cefec4a607a6753d8087fa3d5e213adf

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.405871Z digest=sha256:8c13dd7afd0d35edf7ca2633d6349024a276d86af7f35c06f26b98a87a455fc2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.411075Z digest=sha256:edf3192634774fb9093298bc0fd3b6c33b46c9313960881f1553b78e01c9e875

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.416409Z digest=sha256:94425bd8cd05028d4027f0a36daa7ec05737b8f64773853fb07d4b2e83c045f6

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=sha256:67155594352454c21094d23a1d2cb27f4978aa3fed64c665fc3fb4edf159c58a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.428815Z digest=sha256:16565fe1892f3c47b20d679d3887b4009e3a60d62aaffd922f36f3e017c5c9c5

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.435136Z digest=sha256:af860ed8a3e14d679b74d1fd40e3198c767c3ae1c0b1a52dca192607f1846c3a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.441933Z digest=sha256:e7fbae5dbc0e38df609770e3b1063fd0fb6a67a255351c722e469ce245434435

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=sha256:6b1f0c6c1d67e65f6f7efeff643d9e04d63d807caf81687d03fdb280743f7805

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=sha256:6bde321a596dfedaa57ccff767d15b75acf97e56700592d27a0d6b65b04d19b5

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.460448Z digest=sha256:5cb8efb8e4da77617121cf0a258d7c0da5485c1e7f9552114b9239e7f3bc3698

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.470801Z digest=sha256:94f518c85120d9067b10b12f4b1f005e843708c1f8cafc3457e68b6d11289954

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.476120Z digest=sha256:6cf5ce5c7ca39ef4f829b76174196594cd7a64387d2eaa24cb422630dd3fefb0

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.481297Z digest=sha256:b293aff244c6550a2c79cf80ffb39a6f968b0ec544027780abfb62678e75c638

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.486165Z digest=sha256:6f2e16814de35b2c75aff97e750655dec8dafd78e858036b77305e3fcf6ffa56

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.490791Z digest=sha256:9a3f73b14b47a09ffd62c5869f51290f045a2a166e035af26627771afb6f8823

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.495896Z digest=sha256:a531e31fda5d487b7bd2a2649bddb93c9e21c82c0aa8532f533a4fc27d522c30

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.501135Z digest=sha256:7b6e2ea4f29fce91e88441b263b5973ff6e80b51b8f209f4c7346bec3137d126

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=sha256:1d5493e8d986026ad8bb7c41bf81c7760aa5a9b83972c479d9c92bf558faa03c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.511969Z digest=sha256:5f5d2a52df9591ccf702893534aa77784884c50b65307779ac6c54fd9354362b

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.516800Z digest=sha256:b0e5b829c6cda4afbc5477891f8534aa8478b6ebca82880962af89f54bc558e0

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.521980Z digest=sha256:ede09d3137a9a471c95a43c5a8686db23bf15cd8ce0ef0d081771fa94d7bc615

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.527528Z digest=sha256:f23b382114d2873f1611b9cfdc5587fa7f45a6a687445e5465e3392fbb7367d0

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.532692Z digest=sha256:f8e774741618e3bd7b5bd1722f038ef50b8843c10f3ccabe82cd89c097625a82

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=sha256:33e9117cb78a56b8f22fe93324233400df84c652ca4911d8e918cb1397a1d904

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.544728Z digest=sha256:8cb4a4b2fa1e821cfd3e6caadffedea3d59cfd6858c8583c844116342c7a31d2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.550879Z digest=sha256:5c2b9d4a13d4ac8eeae9bda1df23350adcc5b86fff4c6c7a2ee52613e46010e9

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.556495Z digest=sha256:71380a52d85a87df966ef9cb83f2aed04d1a14489935209cd9356a57c6f9956a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.562319Z digest=sha256:ded00c7f30ad4b99f09d33646c5e54f66e133b5291f3b29678d56a1e17e4926c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.567678Z digest=sha256:d3c520ff9c14379b7efb9cbef9006bbd1529aa26845fecdfe81ed3ab92f90548

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.573209Z digest=sha256:493d41593feb854a97498ba0975356409c3ef6bf9013205d8ea3d4940c18ca04

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.579100Z digest=sha256:6a1d8067f802ca02c0f26390e5dc2409603bdb8c78ec78e0b540e07d11122aba

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=sha256:87524f893922f8461aa474153dfa20a083fbf33adc6dfed8a4c95f7d7cc229fb

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=sha256:2b182f9c9b188dab28108016f51ab002d76aecd2943ffc24121b2b45e24e0fa2

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:a30a80bacf91e74ffb80d7127123edaee62653c0b9da562e6d63dc243dc6601a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.602539Z digest=sha256:f1ad8c326ca4fadca3a45fa41540b8787fa1455a7d82e078faa332b289ce7fb8

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:c1f7b62d9086cbc97f0bd0c6e74e05efcddf9579701f066cc29283e85385527f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.614127Z digest=sha256:cd9f44a029045a2c1f7844ecee3aec3fdcf17c341e21d91a8191bc2eb909d3b7

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.619110Z digest=sha256:f34571b8d669ccca563742f4a5f11aa61c12993d0556fd4a09475b7283ca4bdc

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.624094Z digest=sha256:860f851a399ea9c8a655e3e45ae6bb71af99b1e6ecbc93c8a938e4a2f4957591

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=sha256:1f10cfc88d54b382bd8b3d4c866785fd2cba0493ba674d809f74eb871e8bc1e5

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.634765Z digest=sha256:2378baa0848e789d26695dbb6bb721db47eec5b005cfef3a11d7a87e38c6b601

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:af5efc02c2e8aac68b75c554828a835b25ae5c74de5fc49e71f80d2925f6bab7

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.645399Z digest=sha256:bac230b54f9fd708a5e4ec780a78c036b005619aa86535be2ba8bd172bd7fee0

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.650302Z digest=sha256:c3e5ac348e63cc060fefd4061fe4ddca9e0bcf73747fb961fa96000159627d2a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.655696Z digest=sha256:45ee7bc62fb4ca51d4cdf6cd8448ebf57178b1cc590c97dd31f846fb8887c6d2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.661177Z digest=sha256:fdaf0b01b3b6c8492ef0d6b7bc5c6d08c76ff016f4d594f40e580f9defccc0bf

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.667148Z digest=sha256:6774685781068e4d7853e80189846637880a2aef288d9bb5e61dc4351a56b408

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:fe594e47b1fbb77f7a6e816e38961493180264f66d378d17ad152402d39f1be4

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.678175Z digest=sha256:19ff426dec193b68513c9c3136f1e25140bab1dd3d72f096040fb22c1356a475

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.685694Z digest=sha256:7f533098035238e114f71f90a39f29550e6f0b0db07fe02896809e2d85229108

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=sha256:0537417a2708300701efe7c2b99e26312e2d1972143983fcf7405259f6668f11

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:e04838229d80a47f95d5f2aef9446a3e5b8e70f091991c5d2d9cc0fd259312a6

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.703541Z digest=sha256:6ebbca337c9d9c50da232dc4ac49b8e4ce10d1c3d4379a2603ef38f39708e724

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.709291Z digest=sha256:ca8f341aa3a515da8bcb356c96388a0da6b76f0eb93140d3541afdb244fca179

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.714751Z digest=sha256:38ee104acb2dea2c49316c45ceb7ca30314a9315b406b9ed1aade0899287e085

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=sha256:13a4f2531f7a898604f4b56515235971105c9286e51d1666f9eb074bb1670463

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.725066Z digest=sha256:b79c90654e5e4d01de1ca77487da046fdb6388bb3c04d2da137dcdd03acae693

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:c2f5cb101242ccef382002c4f6bb24c1e7226bf61e3f770ecfa087f356373bb9

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.735226Z digest=sha256:5dccadc26124b5fb160b03e9d70222ef5396aab6fda9d055b064f2a0e1a6833e

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.740718Z digest=sha256:d7b60b83a8f2f70bddde4c1def8e32a82776be8e9d58567dafc6c44a4caff59f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.745435Z digest=sha256:dfb128dd3515b25185366fabfd30faec7844c39a4f341c8609d648042c14cd25

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.749922Z digest=sha256:729821811efd45c6af3c5d9d7bf22c68fa743171811c7ebef32297a0289b423e

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.754585Z digest=sha256:c9877c1640f674855e3c56de2fac3f8eaccc5004624e1803ed5486829f46d739

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.759576Z digest=sha256:b626715031526a172f17074b0c676369c3b61e153983bad29ec5c87d03cd04f7

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T15:52:33.765015Z digest=sha256:1c49182b8ee03781c222abbf7587d93c75b6f837eac1de811f43f3614b191bf7

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T21:22:41.935691Z digest=sha256:53834e30b4b51b6bb179848e13a55977275e5b751357bf563e5673cb992b3eed

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T19:29:55.075825Z digest=sha256:62434a39b47f5edaafa3caafca105597a4db659b5ebcd39307767edf3f507a05