Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T23:49:29.396035Z
Paper Citation Record · LEDGER
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting
As of 22 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 1 inbound Pith citation observation for arXiv:2605.05155.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T03:52:49.432539Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
67 of 67 outbound references displayed
- verified exact9
- verified fuzzy54
- unresolved0
- parse uncertain0
- malformed identifier2
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f66b1413-8e03-43b9-8292-7af3af9ba9ca · outbound
This paper cites A Survey on Image Aesthetic Assessment.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting A Survey on Image Aesthetic Assessment
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T13:15:45.793498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9185ea40-0751-4b40-b06a-178f7ef06332 · outbound
This paper cites Charm: the missing piece in vit fine-tuning for image aesthetic assessment.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Charm: the missing piece in vit fine-tuning for image aesthetic assessment
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.366702Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4639809d-c22d-496b-b578-2db0f0fa1f6f · outbound
This paper cites Flexible frame selection for efficient video reasoning.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Flexible frame selection for efficient video reasoning
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.368359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 50a92be3-78ab-472b-91ea-e7aed3f5884f · outbound
This paper cites Artimuse: Fine-grained image aesthetics assessment with joint scoring and expert-level understanding.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Artimuse: Fine-grained image aesthetics assessment with joint scoring and expert-level understanding
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.352068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 836187ce-3415-4e72-a86c-3a64358828a3 · outbound
This paper cites Composition and style attributes guided image aesthetic assessment.IEEE Transactions on Image Processing, 31: 5009–5024.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Composition and style attributes guided image aesthetic assessment.IEEE Transactions on Image Processing, 31: 5009–5024
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.338735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 509e996c-9f63-4500-ab87-2e6f8061a514 · outbound
This paper cites A survey on 3d gaussian splatting.ACM Computing Surveys.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting A survey on 3d gaussian splatting.ACM Computing Surveys
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.342255Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8dbb3023-b7fa-4564-9e08-ea150d655404 · outbound
This paper cites ACM Comput.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting ACM Comput
Reference 7
- Resolution
- metadata mismatch
- doi, observed 2026-06-30T23:55:08.391105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2b6f2729-01dd-40eb-8db7-df576c34fe32 · outbound
This paper cites Mugsqa: Novel multi- uncertainty-based gaussian splatting quality assessment method, dataset, and benchmarks.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Mugsqa: Novel multi- uncertainty-based gaussian splatting quality assessment method, dataset, and benchmarks
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.355862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 54c2d403-5eda-4b72-a32c-55fb13c25165 · outbound
This paper cites Point cloud self-supervised learning via 3d to multi-view masked learner.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Point cloud self-supervised learning via 3d to multi-view masked learner
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.370272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5b203717-d6e6-4f60-8d5d-64510f82b47d · outbound
This paper cites Deep learning based image aesthetic quality assessment- a review.ACM Computing Surveys, 57(7), February 2025.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Deep learning based image aesthetic quality assessment- a review.ACM Computing Surveys, 57(7), February 2025
Reference 10
- Resolution
- verified exact
- doi, observed 2026-06-30T23:55:08.393124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 73ec6602-28b2-460f-b5a7-41d20cf57a84 · outbound
This paper cites Studying aesthetics in photographic images using a computational approach.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Studying aesthetics in photographic images using a computational approach
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.331513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2f8e2b5d-ab77-46f9-81a7-60e6c957c0b7 · outbound
This paper cites Image aesthetic assessment: An experimental survey.IEEE Signal Processing Magazine, 34(4):80–106.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Image aesthetic assessment: An experimental survey.IEEE Signal Processing Magazine, 34(4):80–106
Reference 12
- Resolution
- verified exact
- doi, observed 2026-06-30T23:55:08.388343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f3e364fe-d48a-44bc-8edd-92734401d9f4 · outbound
This paper cites Aesthetic-driven image enhancement by adversarial learning.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Aesthetic-driven image enhancement by adversarial learning
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.333409Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation faba2275-14b9-4874-92f2-10ff0b10137e · outbound
This paper cites A3gs: Arbitrary artistic style into arbitrary 3d gaussian splatting.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting A3gs: Arbitrary artistic style into arbitrary 3d gaussian splatting
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.350128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 52292ac9-3a44-4e80-a3d0-554fdfac56c3 · outbound
This paper cites 3d gaussian splatting as new era: A survey.IEEE Transactions on Visualization and Computer Graphics.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting 3d gaussian splatting as new era: A survey.IEEE Transactions on Visualization and Computer Graphics
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.313482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3d965f28-3863-43c9-bd0e-e63da08e1a74 · outbound
This paper cites Rethinking image aesthetics assessment: Models, datasets and benchmarks.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Rethinking image aesthetics assessment: Models, datasets and benchmarks
Reference 16
- Resolution
- verified exact
- doi, observed 2026-06-30T23:55:08.385717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1406c9c7-4dcf-4450-95e2-27e3d870b39b · outbound
This paper cites Effective aesthetics prediction with multi- level spatially pooled features.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Effective aesthetics prediction with multi- level spatially pooled features
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.298253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 44d95681-731e-43b7-950b-8076ac6e2c09 · outbound
This paper cites Aesexpert: Towards multi-modality foundation model for image aesthetics perception.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Aesexpert: Towards multi-modality foundation model for image aesthetics perception
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.357764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 35db5e42-c2dd-486d-b762-1a35e26b4a48 · outbound
This paper cites Robust estimation of a location parameter.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Robust estimation of a location parameter
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.336906Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation abd26898-86f4-41f8-8ec6-7ad196491287 · outbound
This paper cites Aesthetic attributes assessment of images.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Aesthetic attributes assessment of images
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.327965Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b504dcf0-975f-482f-9f0e-245931ee8d48 · outbound
This paper cites Optimizing search engines using clickthrough data.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Optimizing search engines using clickthrough data
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.305321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6846591f-f473-4723-bd5d-1e847feffe1a · outbound
This paper cites Musiq: Multi-scale image quality transformer.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Musiq: Multi-scale image quality transformer
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.324268Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e764c498-ca4d-4968-a280-0a5467cccca8 · outbound
This paper cites Vila: Learning image aesthetics from user comments with vision-language pretraining.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Vila: Learning image aesthetics from user comments with vision-language pretraining
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.293909Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a311806d-e7ed-4ac9-911e-3b2ac68368ee · outbound
This paper cites The design of high-level features for photo quality assessment.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting The design of high-level features for photo quality assessment
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.319175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 71b26442-4bf4-4b72-925d-8bfb44a6a803 · outbound
This paper cites 3d gaussian splatting for real-time radiance field rendering.ACM Trans.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting 3d gaussian splatting for real-time radiance field rendering.ACM Trans
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.316955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 580667f2-3eab-4706-bd09-906a0c633988 · outbound
This paper cites Tanks and temples: Bench- marking large-scale scene reconstruction.ACM Transactions on Graphics, 36(4):78:1–78:13.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Tanks and temples: Bench- marking large-scale scene reconstruction.ACM Transactions on Graphics, 36(4):78:1–78:13
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.320957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a6429f4b-5acf-414b-a320-5fde5050932c · outbound
This paper cites Photo aesthetics ranking network with attributes and content adaptation.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Photo aesthetics ranking network with attributes and content adaptation
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.326201Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 70dbf029-cb70-4c0f-9ed8-0563f6203ee0 · outbound
This paper cites No-reference geometry quality assessment for colorless point clouds via list-wise rank learning.Computers & Graphics, 127: 104176.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting No-reference geometry quality assessment for colorless point clouds via list-wise rank learning.Computers & Graphics, 127: 104176
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.329786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 553ec55c-0de5-443a-a92a-8bfaae5bd29b · outbound
This paper cites Perceptual quality assessment of nerf and neural view synthesis methods for front-facing views.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Perceptual quality assessment of nerf and neural view synthesis methods for front-facing views
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.335147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ed03c5b7-984c-44d8-b1f3-be9ba7810ad3 · outbound
This paper cites Dl3dv-10k: A large-scale scene dataset for deep learning-based 3d vision.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Dl3dv-10k: A large-scale scene dataset for deep learning-based 3d vision
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.307389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ebae8284-2a01-439d-b3db-d45f6a2e3b6e · outbound
This paper cites Rapid: Rating pictorial aesthetics using deep learning.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Rapid: Rating pictorial aesthetics using deep learning
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.305472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f958f10f-9c88-4ded-878e-2979781a914c · outbound
This paper cites Rating image aesthetics using deep learning.IEEE Transactions on Multimedia, 17(11):2021–2034.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Rating image aesthetics using deep learning.IEEE Transactions on Multimedia, 17(11):2021–2034
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.309448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 84c1d4e7-3c8f-47a9-b8fd-6ba63325473d · outbound
This paper cites User-guided personalized image aesthetic assessment based on deep reinforcement learning.IEEE Transactions on Multimedia, 25:736–749.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting User-guided personalized image aesthetic assessment based on deep reinforcement learning.IEEE Transactions on Multimedia, 25:736–749
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.315248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cfe2b356-9538-4594-a2b4-81547312a95d · outbound
This paper cites Discovering beautiful attributes for aesthetic image analysis.International journal of computer vision, 113(3):246–266.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Discovering beautiful attributes for aesthetic image analysis.International journal of computer vision, 113(3):246–266
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.302051Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a6b7148c-8d55-4e18-aac3-fa14345422d9 · outbound
This paper cites Nerf view synthesis: Subjective quality assessment and objective metrics evaluation.IEEE Access, 13:26–41.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Nerf view synthesis: Subjective quality assessment and objective metrics evaluation.IEEE Access, 13:26–41
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.311370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 35f29eff-bcdc-450b-b52a-90d5802ed52d · outbound
This paper cites Gs-qa: Compre- hensive quality assessment benchmark for gaussian splatting view synthesis.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Gs-qa: Compre- hensive quality assessment benchmark for gaussian splatting view synthesis
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.322578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9cb67757-e8ce-4425-a01e-a0d9cd9d9143 · outbound
This paper cites Srinivasan, Matthew Tancik, Jonathan T.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Srinivasan, Matthew Tancik, Jonathan T
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.362901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 62dbf244-5458-454b-b254-0471352eda01 · outbound
This paper cites Nerf: Representing scenes as neural radiance fields for view synthesis.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Nerf: Representing scenes as neural radiance fields for view synthesis
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.319334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 18e15b85-f8fd-4a9a-8bd1-8818892eb847 · outbound
This paper cites Ava: A large-scale database for aesthetic visual analysis.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Ava: A large-scale database for aesthetic visual analysis
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.334427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 61d9035f-ad3c-411d-a754-3c5a2a21c4d7 · outbound
This paper cites Drop-In Perceptual Optimization for 3D Gaussian Splatting.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Drop-In Perceptual Optimization for 3D Gaussian Splatting
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T13:15:45.774325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 003ce375-7224-4f60-bb1a-c4b537d0a45f · outbound
This paper cites Distort-and-recover: Color enhancement using deep reinforcement learning.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Distort-and-recover: Color enhancement using deep reinforcement learning
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.348225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f584d7cb-9231-4f12-a8c3-d00bf5f55a90 · outbound
This paper cites Pointnet++: Deep hierarchical feature learning on point sets in a metric space.Advances in neural information processing systems, 30.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Pointnet++: Deep hierarchical feature learning on point sets in a metric space.Advances in neural information processing systems, 30
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.303824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 59487895-1012-4062-a277-8499de21fb3c · outbound
This paper cites Nerf-nqa: No- reference quality assessment for scenes generated by nerf and neural view synthesis methods.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Nerf-nqa: No- reference quality assessment for scenes generated by nerf and neural view synthesis methods
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.282243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 77392a87-7b20-4727-9bd2-ee77916ddb95 · outbound
This paper cites Nvs-sqa: Exploring self-supervised quality representation learning for neurally synthesized scenes without references.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Nvs-sqa: Exploring self-supervised quality representation learning for neurally synthesized scenes without references
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T13:15:45.790111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 94053249-8b4b-40b0-82a6-4c5369ba4623 · outbound
This paper cites Personalized image aesthetics.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Personalized image aesthetics
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.346378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 52d80ed3-566e-4d0d-984f-733d336079b4 · outbound
This paper cites Hierarchical layout-aware graph convolu- tional network for unified aesthetics assessment.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Hierarchical layout-aware graph convolu- tional network for unified aesthetics assessment
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.280465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fa537864-4c25-4a9a-a4d1-bcf46ca7a8a4 · outbound
This paper cites Attention-based multi-patch aggregation for image aesthetic assessment.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Attention-based multi-patch aggregation for image aesthetic assessment
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.344496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 663ac6a1-19fa-4e22-87c3-0fe43c6c79ac · outbound
This paper cites Nima: Neural image assessment.IEEE transactions on image processing, 27(8):3998–4011.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Nima: Neural image assessment.IEEE transactions on image processing, 27(8):3998–4011
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.286261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 76e5b1fd-4fc8-4b34-aa7d-cd01b591a545 · outbound
This paper cites Perceptual quality assessment of 3d gaussian splatting: A subjective dataset and prediction metric.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Perceptual quality assessment of 3d gaussian splatting: A subjective dataset and prediction metric
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.344788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3d1b9889-0136-42dd-a33d-efb120054bdf · outbound
This paper cites Of-nerf: A subjective benchmark of perceptual quality assessment for outward-facing nerf scenes with mul- tiple distortions and diverse viewing trajectories.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Of-nerf: A subjective benchmark of perceptual quality assessment for outward-facing nerf scenes with mul- tiple distortions and diverse viewing trajectories
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.296420Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 29fedfda-d984-4c5f-a067-a7ae93a0ec38 · outbound
This paper cites Bilateral guided radiance field processing.ACM Transactions on Graphics (TOG), 43(4):1–13.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Bilateral guided radiance field processing.ACM Transactions on Graphics (TOG), 43(4):1–13
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.330873Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9edcf3a1-46ab-40c3-b186-c23c0545af8c · outbound
This paper cites Exploring video quality assessment on user generated contents from aesthetic and technical perspectives.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Exploring video quality assessment on user generated contents from aesthetic and technical perspectives
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.353855Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2b72c465-ffe4-4715-8e10-4c065d3cc815 · outbound
This paper cites Point transformer v3: Simpler faster stronger.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Point transformer v3: Simpler faster stronger
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.276442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4eb6cbb8-ddcd-41d4-b323-421d0fd661b7 · outbound
This paper cites Sonata: Self-supervised learning of reliable point representations.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Sonata: Self-supervised learning of reliable point representations
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.292060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6ade7696-f5f8-4012-9cbe-1d82b68b3d9f · outbound
This paper cites 3dgs-ieval- 15k: a large-scale image quality evaluation database for 3d gaussian-splatting.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting 3dgs-ieval- 15k: a large-scale image quality evaluation database for 3d gaussian-splatting
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.361285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9b013b6d-6c39-4299-a8a0-5cf55183a43e · outbound
This paper cites DepthSplat: Connecting Gaussian Splatting and Depth.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting DepthSplat: Connecting Gaussian Splatting and Depth
Reference 56
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T13:15:45.786662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2c9dbf52-91e7-4d31-85ab-7972cc19a44d · outbound
This paper cites Stochasticity-aware no-reference point cloud quality assessment.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Stochasticity-aware no-reference point cloud quality assessment
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.336081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bae1b9fb-1e13-44b5-8b60-08cd3eef579e · outbound
This paper cites Automatic photo adjustment using deep neural networks.ACM Transactions on Graphics (TOG), 35(2):1–15.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Automatic photo adjustment using deep neural networks.ACM Transactions on Graphics (TOG), 35(2):1–15
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.272276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9c9cac58-0418-4166-827f-42d5cf1853c7 · outbound
This paper cites A benchmark for gaussian splatting compression and quality assessment study.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting A benchmark for gaussian splatting compression and quality assessment study
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.278451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1b928962-535b-422c-940b-c4f22c28b5dd · outbound
This paper cites Per- sonalized image aesthetics assessment with rich attributes.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Per- sonalized image aesthetics assessment with rich attributes
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.340555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6ef13154-1529-49d7-9a92-16916863d8fc · outbound
This paper cites Video aesthetic quality assessment by temporal integration of photo-and motion-based features.IEEE transactions on multimedia, 15(8):1944–1957.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Video aesthetic quality assessment by temporal integration of photo-and motion-based features.IEEE transactions on multimedia, 15(8):1944–1957
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.359631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b400cf00-d29d-4a97-84bd-cb1cb48ac943 · outbound
This paper cites AccelAes: Accelerating Diffusion Transformers for Training-Free Aesthetic-Enhanced Image Generation.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting AccelAes: Accelerating Diffusion Transformers for Training-Free Aesthetic-Enhanced Image Generation
Reference 62
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T13:15:45.779916Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b2d66072-a48d-45fa-ae28-49ebfea78213 · outbound
This paper cites Stylizedgs: Controllable stylization for 3d gaussian splatting.IEEE Transactions on Pattern Analysis and Machine Intelligence, 47(12):11961–11973.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Stylizedgs: Controllable stylization for 3d gaussian splatting.IEEE Transactions on Pattern Analysis and Machine Intelligence, 47(12):11961–11973
Reference 63
- Resolution
- malformed identifier
- arxiv_id, observed 2026-07-01T13:15:45.760112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d1c73aef-dddf-4a1c-9fd1-f6e14ca272c9 · outbound
This paper cites Mm-pcqa: Multi-modal learning for no- reference point cloud quality assessment.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Mm-pcqa: Multi-modal learning for no- reference point cloud quality assessment
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T10:03:37.364838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 07ec0463-5599-4717-9af2-2e15b6dff2e5 · outbound
This paper cites Evaluating Human Perception of Novel View Synthesis: Subjective Quality Assessment of Gaussian Splatting and NeRF in Dynamic Scenes.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Evaluating Human Perception of Novel View Synthesis: Subjective Quality Assessment of Gaussian Splatting and NeRF in Dynamic Scenes
Reference 65
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T13:15:45.777127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9dfb805d-32d9-42c2-915e-d0b6e64ee103 · outbound
This paper cites Perceptual-GS: Scene-adaptive Perceptual Densification for Gaussian Splatting.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting Perceptual-GS: Scene-adaptive Perceptual Densification for Gaussian Splatting
Reference 66
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T13:15:45.769434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a83e0c4a-789c-47ac-a196-adbb9eb39b09 · outbound
This paper cites modality embedding.
Aes3D: Aesthetic Assessment in 3D Gaussian Splatting modality embedding
Reference 67
- Resolution
- malformed identifier
- raw_fallback, observed 2026-07-07T10:03:37.371927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
Observation c793e06f-e7da-4fae-9fa0-c532aa6d12a6 · inbound
Learning Color Grading, No Photo Sharing: Federated Aesthetic Preference Learning for Personalized Image Enhancement cites this paper.
Learning Color Grading, No Photo Sharing: Federated Aesthetic Preference Learning for Personalized Image Enhancement Aes3D: Aesthetic Assessment in 3D Gaussian Splatting
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T03:52:49.432539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.