Pith. sign in

Paper Citation Record · LEDGER

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model

As of 13 August 2026, this Paper Citation Record lists 100 of 124 outbound references and 0 inbound Pith citation observations for arXiv:2606.20110.

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

pith.paper-citation-record.v1
2606.20110 v1

Coverage vector

measured 100 of 124 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T18:34:56.810124Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 124 outbound references displayed

  • verified exact14
  • verified fuzzy0
  • unresolved68
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch17

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5d8c1cf-e198-4172-8df5-878d5b0b95c0 · outbound

This paper cites International Journal of Computer Vision126(9), 961–972 (2018) 4.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model International Journal of Computer Vision126(9), 961–972 (2018) 4

Reference 1

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:0a084a1ca22ab9aa8a881d4541e4628d26ca5cf86a508da81d0a124eebd7de2f

Observation f144d74a-e81f-4f82-9a02-6c33d05361f0 · outbound

This paper cites Better Fine-Tuning by Reducing Representational Collapse.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Better Fine-Tuning by Reducing Representational Collapse

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T02:59:26.714276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:1735d64a00f430c3796cb1514394a9886db0c2b75fe3710d3cf17e9bf68d0ea6

Observation 752e9cba-5ef6-41fb-9d09-5b76ad3d0469 · outbound

This paper cites A-BDD: Leveraging Data Augmentations for Safe Autonomous Driving in Adverse Weather and Lighting.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model A-BDD: Leveraging Data Augmentations for Safe Autonomous Driving in Adverse Weather and Lighting

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.769493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:0821d304f4fc05f646429214821126bee353d92ce87cf77f9bc09a76d69b4135

Observation a76ad32d-95ed-4969-9440-dd04fe7879f2 · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T02:59:26.761899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:8600ac79470016ad3768b0ed0157da4104d6a5be8f7e21a9be3bffa90ae8837b

Observation 2ddbda9b-e207-423a-9828-d84d1fbd36ae · outbound

This paper cites In: CVPR (2023) 4.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: CVPR (2023) 4

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:7bd1833720e166343a82b40485fa584dfd830f7d0036f9e8b2644cd8608e2db9

Observation 1b116707-bed8-460f-bd2e-60a4a82212fc · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:e709aa5b8db4774fed3e4a5a97cc0e7b5e50a5788a4c854b3201e28dcda43449

Observation 1398bf45-08be-4135-b894-db12383bb936 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 7

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:a31d6d86b897c028e25ff4f96d3f36b36bfb844747b583b799d76de2df78a839

Observation b4ed3d8d-a29b-4679-9640-261f98cce4b1 · outbound

This paper cites Author et al.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Author et al

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:402f1c2f1d80320d4b6538a5a73c1e5984c8eb075be4f30a108e0a38ed6dfc38

Observation 99ed696a-b718-4157-9e30-93ef8a939c2f · outbound

This paper cites In: ICASSP 2025- 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: ICASSP 2025- 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:d5ae6a644b49fe7c75615c84cf5b6d221701b1aaf165b43879a7af63d18851ce

Observation 1eee3027-bf81-4e10-ab46-b57cdc7ef93c · outbound

This paper cites NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.731902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:9789a4f6399ac2c249a8e3c16d27d2cb6a98037dffcc5f089e392e633c1caf20

Observation 677af657-85da-4e0e-9971-8a43631964fb · outbound

This paper cites NeRFmentation: NeRF-based Augmentation for Monocular Depth Estimation.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model NeRFmentation: NeRF-based Augmentation for Monocular Depth Estimation

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.757871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:80d8b28a636d5eb5017c7a527fb085a65e4709b063da90cf136032d5f00af24e

Observation 53fb008c-88c7-4632-8f39-044cafd88555 · outbound

This paper cites MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.745369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:fb8898701c85fa62d1ac9d912b6791de7aa179e9a7e53ca71fd6308fba9570a3

Observation c96691bd-16a5-482e-bc1c-4f6e2b6dd613 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 13

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:1a71ae8181fc9373255acb8799901359b9e4c73f202f7b51da0e948b5929a5ac

Observation cd05bf9f-df1b-4b12-942f-38992cc76303 · outbound

This paper cites In: The Twelfth Inter- national Conference on Learning Representations (2024),https://openreview.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: The Twelfth Inter- national Conference on Learning Representations (2024),https://openreview

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:fde718398bc29f6184bad1b5ba781119b18756b6dc77ed13abb2c4cb25b1f59a

Observation bf563c4a-2c4c-4643-aea9-b5848988ccd6 · outbound

This paper cites Advances in Neural Information Processing Systems37, 91560–91596 (2024).

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Advances in Neural Information Processing Systems37, 91560–91596 (2024)

Reference 15

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:f963df5cc9abef1fa2342a6549fb3e9b9032d3691f4d510fff9b40971ff2bd07

Observation 5431bdb9-e82a-4afe-8031-5dad556f6e4c · outbound

This paper cites Foundation models in autonomous driving: A survey on scenario generation and scenario analysis.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Foundation models in autonomous driving: A survey on scenario generation and scenario analysis

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T02:59:26.728077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:c438e159cc92458bf2c5a3aaed0ea7c1ee144c49a54f4feb46c332f095d503dc

Observation 9c8df714-de72-4754-85aa-9b2cabb8a660 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 17

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:dc0191621f89b910102902ce653e70e54113b4e9804ac0d219fe6f940ca8fdc0

Observation 4227ed84-ec9c-4e0f-b89d-57dac50c6276 · outbound

This paper cites Unraveling the Effects of Synthetic Data on End-to-End Autonomous Driving.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Unraveling the Effects of Synthetic Data on End-to-End Autonomous Driving

Reference 18

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T02:59:26.703104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:bfc2b8d3e37a95d4d0f3a30242c10af71707929b9db2df0a6d3de85018645456

Observation 0931a0e6-8d5b-4701-a5d7-8552778eb026 · outbound

This paper cites IEEE Robotics and Automation Letters6(3), 4947– 4954 (2021) 22.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model IEEE Robotics and Automation Letters6(3), 4947– 4954 (2021) 22

Reference 19

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:2504c8a4d1767d224c79fd3de7102e261cb626d2a949a90ad574bf18000ad0ef

Observation 8a597c7f-4e60-48a6-9e8b-363caa9b49ed · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 20

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:99ac86f68b0aa2ee056743b84cead5ac4eda5df405e8cdbdb2e501bed0147fb0

Observation 5e45cbec-00f2-4ebe-9ba4-94721538d75e · outbound

This paper cites DiST-4D: Disentangled Spatiotemporal Diffusion with Metric Depth for 4D Driving Scene Generation.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model DiST-4D: Disentangled Spatiotemporal Diffusion with Metric Depth for 4D Driving Scene Generation

Reference 21

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T02:59:26.706171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:060b32d00ace4144653ace9a78519aca65d338b9f27b550b7379ad41fd611194

Observation 33ba744b-31f4-43b2-9172-518ab04df184 · outbound

This paper cites Author et al.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Author et al

Reference 22

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:ac90df1d56f4dc5f601dd10487adee75a60ab06c68fc3ea7648ea9dd5a201b71

Observation 2073d1a2-d415-43d0-a2a3-0665739381aa · outbound

This paper cites In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume

Reference 23

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:5ec52fa903e1ab62a0ce553830854bcb08e73b832d936210a895409e104f3abc

Observation c86213ee-e3de-45e3-9a60-be11b1119c9f · outbound

This paper cites Latent Video Diffusion Models for High-Fidelity Long Video Generation.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Latent Video Diffusion Models for High-Fidelity Long Video Generation

Reference 24

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T02:59:26.696859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:4f42c7b40708ec8cc4a7e1a566e021b4be2c2d4e0ce7fdf2ff6e0713f430dc56

Observation 445af1c0-fd64-432b-bf42-1029c8ea593a · outbound

This paper cites In: The Eleventh International Conference on Learning Representations (2023),https: //openreview.net/forum?id=_CDixzkzeyb4.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: The Eleventh International Conference on Learning Representations (2023),https: //openreview.net/forum?id=_CDixzkzeyb4

Reference 25

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:cfb427a976fa33b22df66df104a29579e02d29f90213b6f5735154d18e3326e2

Observation 4da2967f-580f-44ae-96d0-2f62821e3fec · outbound

This paper cites Advances in neural information processing systems33, 6840–6851 (2020) 4, 8.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Advances in neural information processing systems33, 6840–6851 (2020) 4, 8

Reference 26

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:43e22b941afa4ec978f566eac27bebbc7f81adfd12ce5e0e451206aa2dedf901

Observation 0900a21b-b032-4169-ab77-36bcda304fda · outbound

This paper cites Classifier-Free Diffusion Guidance.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Classifier-Free Diffusion Guidance

Reference 27

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T02:59:26.699926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:73cbab2113f114ca2fe0377b8fe30145c6ef3a6ca88c26d6aece3fe4e96cbfe2

Observation cbeffa37-b803-4f3f-adbe-b83524906208 · outbound

This paper cites GAIA-1: A Generative World Model for Autonomous Driving.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model GAIA-1: A Generative World Model for Autonomous Driving

Reference 28

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T02:59:26.709427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:9ba59d27d73aa7a6c3809fde60d23d737f3f1f138b4519d99e4d84fd79e2e702

Observation 79103f36-f9f0-4b55-b8f0-1c38298ce0ca · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 29

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:8eb7e8ac8eafd6f7cdbdc4746de107fda3a4f1576807a2cdb9fa3fff7b1dd711

Observation 725e7d2a-02a6-433d-8a62-13cb0c01c27f · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 30

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:9269f493c1f763c81dafba8bbdee80bceab821a0a75d5a5eb0c1a7c441e828dc

Observation 54b258f0-b3b6-4e6a-8a81-031e766a41bc · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 31

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:9a5b768202caf3cec2916b9ac426901a7ab929dc384865978021e474d50e61c1

Observation 02e4c123-80b9-4e17-8772-0ba227a6c780 · outbound

This paper cites Advances in Neural Information Processing Systems37, 74211–74232 (2024).

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Advances in Neural Information Processing Systems37, 74211–74232 (2024)

Reference 32

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:f3b71b07c850bd37808b18c2f0a4c84bd852f0245439cd208964afcaaafe4330

Observation 7d54b385-4929-470b-863a-77c2ed6153cd · outbound

This paper cites In: CVPR (2020).

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: CVPR (2020)

Reference 33

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:75fe3cda033361a104741f0195fbdeb2efd5346e1e8cb21c77cfc96a56eab9b5

Observation a2bb34ef-2e7d-4ca7-b43f-96aae6cb4878 · outbound

This paper cites In: European Conference on Computer Vision.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: European Conference on Computer Vision

Reference 34

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:eaabac439ea3eafa0406b98a46dc76e360b69a43e99120c4cecbb5245830a5a1

Observation fa3422fb-4005-422a-bd10-856744d9b065 · outbound

This paper cites CoGen: 3D Consistent Video Generation via Adaptive Conditioning for Autonomous Driving.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model CoGen: 3D Consistent Video Generation via Adaptive Conditioning for Autonomous Driving

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.723688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:10fdbad8b8cf8598a7db9a9d20002f59d649ac874452e263a191a1a58cb3559f

Observation 7ea0b944-9501-42fe-a9ab-35447b6ec0e7 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 36

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:f0f94da042060cb1c4d8661b204ecd4cdf71a02592fa91d6af63086b31b58bdb

Observation 6e11359c-a0db-41c9-82dc-db7f5a7f5468 · outbound

This paper cites DiVE: Efficient Multi-View Driving Scenes Generation Based on Video Diffusion Transformer.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model DiVE: Efficient Multi-View Driving Scenes Generation Based on Video Diffusion Transformer

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.753674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:802fa7c2f7c0df0bfd48f7b87dec1072b248356e7f7c82de6aea27872527b9dc

Observation 2a869c92-af29-42ff-80ef-dac8dcaf1f73 · outbound

This paper cites Advances in neural information processing systems35, 23593–23606 (2022).

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Advances in neural information processing systems35, 23593–23606 (2022)

Reference 38

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:6f9a40eafc8ae593dfbfdad21b6581446568a929e1079989a3be15dd3a283db1

Observation 4b2d8cc5-a2ee-462c-9280-ffbc081998d9 · outbound

This paper cites ACM Trans.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model ACM Trans

Reference 39

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:61c3633456a9792c5f7b1172bf0cdb7926996d0c2ff1656e667744d3abbaec5c

Observation 877735f5-b3ec-448f-88cd-8a3200e7802a · outbound

This paper cites In: NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation Models (2024),https: //openreview.net/forum?id=wkQy8mLIb95.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation Models (2024),https: //openreview.net/forum?id=wkQy8mLIb95

Reference 40

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:bfebf63bdee8008008b98ea0818397cf3b814b24bfec722a4a4b73aa66f6e5ed

Observation 110293f0-7810-497d-909b-6ca4f5347739 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF confer- ence on computer vision and pattern recognition

Reference 41

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:34f900e3aab2c69b8445f9f2f236535acf23d5bdc2e14b71709484c0e3163c52

Observation 5f3454a5-7565-4fa9-a256-edef007c44ef · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 42

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:fd7b07ff018f67fb1668213610b60e99dc710026cd60186e0d8b7440a739c371

Observation 488e75f7-c7c5-4ec3-8c92-baecaba2665f · outbound

This paper cites DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic Fusion.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic Fusion

Reference 43

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T02:59:26.822494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:b5386c8835db762765d230a68485d7b4789b085f66d56384581581fb07aa74e7

Observation 8dea22af-7cad-4859-bb13-d79ca511e297 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition

Reference 44

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:997486a9f4f7859bd8a242a6cb7053c1fbd21a664504075512471eccf1a113df

Observation 36cd2594-32ef-4025-af02-87d8cf001386 · outbound

This paper cites In: 2022 international conference on robotics and automation (ICRA).

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: 2022 international conference on robotics and automation (ICRA)

Reference 45

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:b88f993012093e2b07f0af033011976329ead15086e7934e153fcddb0ab8be4c

Observation da9434f2-d0d6-4d20-8320-2e90587174cf · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 46

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:c15d38fc3cd531841d5ea7fe75249ef7db4700ea2b62a77cb62fe2703354a2e2

Observation 3bcebb28-7038-4bcf-8acb-5027e775db4c · outbound

This paper cites In: European Conference on Computer Vision.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: European Conference on Computer Vision

Reference 47

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:7623500461b8584e8c15c79522642c624b06aafc6aba0973f1360352dacbd982

Observation 2902f18f-b307-4e2a-b492-53ab8678dd25 · outbound

This paper cites Weather GAN: Multi-Domain Weather Translation Using Generative Adversarial Networks.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Weather GAN: Multi-Domain Weather Translation Using Generative Adversarial Networks

Reference 48

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T02:59:26.804445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:d4428b9d94a89ceaf863ead4178f1026220c5f90b97cbcbe29073a742f4807bc

Observation dbc12d38-e42b-40d5-9dc5-96dbab4bfb4e · outbound

This paper cites In: Proceedings of the ieee/cvf in- ternational conference on computer vision.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the ieee/cvf in- ternational conference on computer vision

Reference 49

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:b51b29a4918da1dd6b5d263370a851e03aa2d3081af9862eddfe24b164d5bd38

Observation 8af8b662-2ee8-4247-83d1-5626bf305a3f · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 50

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:fe1a29cd6af22848ca9f9c10887967e5fe87a310c7c89d47fe285666b72cd164

Observation d117682a-406b-4142-9dff-7c69e0ebc2dd · outbound

This paper cites Domain Generalization using Pretrained Models without Fine-tuning.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Domain Generalization using Pretrained Models without Fine-tuning

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.815201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:f4ace05923e6ab48bb24ff3c6e16c94f3ae81234e7f5235990da9b7021f542a8

Observation 4def345d-ebd0-4afd-82c5-314f7ac727af · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 52

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:39339ce170f93a3845c10651c349bf3f8149dccf1b436b5e22e5c315f0fad191

Observation f58a0493-0545-4df8-8e22-8f6431acfaa8 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 53

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:05a07ff61b098cc986d4349018b2fb2e50892db0ef89ccd5551b81e706bb1d89

Observation 065b262a-8a70-46b1-957d-5e463a9605b8 · outbound

This paper cites In: Proceedings of the 32nd ACM International Conference on Multimedia.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the 32nd ACM International Conference on Multimedia

Reference 54

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:4dc5e1e45a9fdc91ab8b1e2d99f344158c8a11c4c969ad524a507349af36be2c

Observation 4c224b4a-86a7-49b9-908e-3ece5fa81ac7 · outbound

This paper cites an unresolved cited work.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:1ec86c84b5af8cb0512ced5af3fe91419b0d654bb8d1bfc18386c2b2225bdb0b

Observation 8936245c-c2a3-481b-ad45-94e36a4fdb7e · outbound

This paper cites Seeing Beyond Views: Multi-View Driving Scene Video Generation with Holistic Attention.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Seeing Beyond Views: Multi-View Driving Scene Video Generation with Holistic Attention

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.818843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:b365a8f9709235536339317e67a94f62f8948a0ec35ff40e7771d9fcb531f692

Observation fd23b82e-512b-46ae-bf7c-d79585ee2fab · outbound

This paper cites In: European Conference on Computer Vision.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: European Conference on Computer Vision

Reference 57

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:64e45ad97e0e4b1a9eab2bf4b1399dac795fd5abee52fadb28a92b5faade570b

Observation c72c35bd-c1a5-4d11-955f-e334e6923bba · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 58

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:640b6c8c57a242b207dc6f6ecf0b3058b56c86364df160c140b7efc2f88be5ef

Observation e292a7be-1675-49a1-8ebf-775b9502fef8 · outbound

This paper cites DreamForge: Motion-Aware Autoregressive Video Generation for Multi-View Driving Scenes.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model DreamForge: Motion-Aware Autoregressive Video Generation for Multi-View Driving Scenes

Reference 59

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T02:59:26.796032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:0884cc8dc2b5eaa62bf4bda0e7c81e325c391b74dd127d62c831ab86c7645b6c

Observation 16565b7c-d9d8-477d-8453-1c48a3f840df · outbound

This paper cites In: International Conference on Learning Representations (2022) 4.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: International Conference on Learning Representations (2022) 4

Reference 60

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:7ea70b7ef402a8ca263b15b282ad3f9bfc9ec3222e4ce2326331cec7a37d840d

Observation b8d703d6-c575-45b2-b443-2ba6e5b07e37 · outbound

This paper cites Com- munications of the ACM65(1), 99–106 (2021) 4.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Com- munications of the ACM65(1), 99–106 (2021) 4

Reference 61

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:4b7671d54b4ef8a16e0072dfd256eb3a2a204466c3de025093a07212f2a94a30

Observation c56d9db0-d04e-410a-8ede-868329926323 · outbound

This paper cites an unresolved cited work.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:b96eb580ef0c0cdf45b44d771dbd0dc08f16a5d9839cea70d5edbbecec75b376

Observation b305f73a-fe3c-462d-807c-f4a71c532374 · outbound

This paper cites Fine-tuning can cripple your foundation model; preserving features may be the solution.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Fine-tuning can cripple your foundation model; preserving features may be the solution

Reference 63

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T02:59:26.800791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:1823779d1f759d2d0f5834896d65a5472fcd4e66625d0e5b7072a469cf2806d9

Observation b15e4d74-91b2-4266-8be0-3652aff44344 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 64

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:18a628fcd9ba71bf81c39e6e6b3c825d6a43fe0e0b8c95be63119851f5fde183

Observation d44f9e2b-7a9d-45b4-8721-62fd1c358af6 · outbound

This paper cites TextBoost: Boosting Text Encoder for Personalized Text-to-Image Generation.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model TextBoost: Boosting Text Encoder for Personalized Text-to-Image Generation

Reference 65

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T02:59:26.811771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:9f359030f4aa38168d00dc3802e1af77452bc7b403e3aa976e337056e196937c

Observation f1fcc79b-1cc4-40ff-9200-7ab5259cb499 · outbound

This paper cites The International Journal of Robotics Research40(4-5), 681–690 (2021) 22.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model The International Journal of Robotics Research40(4-5), 681–690 (2021) 22

Reference 66

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:2ffa3a5f1426ba1978866a357c748db91e17bca1d388ada9fa8857a335e53a5e

Observation 1deeae86-cf68-40bf-b316-75def5ec8246 · outbound

This paper cites Falanga, S.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Falanga, S

Reference 67

Resolution
malformed identifier
doi_truncated, observed 2026-06-26T18:39:43.204673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:46dddbcd493c3d015329ca54d2063dd9435a09f86420644497257755d590d61c

Observation abaf8b3e-2493-49b5-bf99-fb5750389e1a · outbound

This paper cites In: International conference on machine learning.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: International conference on machine learning

Reference 68

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:53d08b644c60ab73c03ab4dc725090ea1b0759bacc6a3d60806e3e97622b8c21

Observation a05c8a62-545f-4571-a529-1856dc9fb133 · outbound

This paper cites In: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Reference 69

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:955dfa306dfda6c6d326df984323a459762320b3987060c4ebef333fe005c744

Observation 1168409e-d411-486c-a8e6-9dd9b9e9546a · outbound

This paper cites Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models

Reference 70

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.808010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:8d16a61dd45f66430f335a76160f6361299d42a3660b9b73be55722a5757cd6a

Observation f61ca318-041c-4448-b9a1-1771b46bdd78 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 71

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:d7045622b20b90099a421ca2736c1f79167f4dcc1718599a4220e04a3adac8e5

Observation 63f7abb8-d921-4bbe-a2f3-c8d433c48233 · outbound

This paper cites In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Reference 72

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:a47ac1f020dd5147de00711fce68530166730b4b19b83ca3ab1ac79b99d87442

Observation d0e7d173-c113-447a-812f-db06320061e2 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 73

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:ea21f04b8600ce184f0f6f784720fa926aa4836fce9136a588fbe970098e6662

Observation 065a2ee9-b2d1-446b-a8ef-0c1f95d75d52 · outbound

This paper cites GAIA-2: A Controllable Multi-View Generative World Model for Autonomous Driving.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model GAIA-2: A Controllable Multi-View Generative World Model for Autonomous Driving

Reference 74

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T02:59:26.792671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:4e178c9577a69b5564f4dc2f6835cccb7f18d1e8471619cfd870d4b2a78abd7e

Observation dbaefc0e-6a6b-44c1-8287-43ffefe29bde · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 75

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:8a2b3525ffcf0493783b1c78ca5ca5cd6c4537797cf9802427a71030940fb9ce

Observation 51bb0c76-032f-4563-8149-1e6c61008f83 · outbound

This paper cites Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model

Reference 76

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T02:59:26.776408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:005739fd508d26c6d360c6a40e2ab886e42daa9e8f9707d4132386c444adb9e4

Observation faa41bd2-ccae-41bc-b6c8-e17e959dc3ea · outbound

This paper cites Denoising Diffusion Implicit Models.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Denoising Diffusion Implicit Models

Reference 77

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T02:59:26.780125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:da675e53a9a521690ff98d3e80e12e4ec582eb3925e8075032936bc4e5ed29bf

Observation 965c7313-aebe-403c-8c0e-4213fa95a072 · outbound

This paper cites In: International Conference on Learning Representations (2021),https : / / openreview.net/forum?id=PxTIG12RRHS4.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: International Conference on Learning Representations (2021),https : / / openreview.net/forum?id=PxTIG12RRHS4

Reference 78

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:5fcdbdd3966db625708d74c034bd69c26323b958ea902465b7e9b46bed935dc7

Observation 5b52e991-1c61-4d7e-a566-0e35316bda8b · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 79

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:823fae102b513a1864a298ea37520fac78a7dbfa601c0b18e185faa2c3880760

Observation aaba8f57-c2fb-4616-b82e-1468bb7dee9f · outbound

This paper cites In: 2025 IEEE International Conference on Robotics and Automation (ICRA).

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: 2025 IEEE International Conference on Robotics and Automation (ICRA)

Reference 80

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:a5e88e5388933ff74d3e643064028f6136927a0a4b5754c75d708d0be90533d4

Observation af4b22c2-da00-4514-b73b-d176e184ed6d · outbound

This paper cites IEEE Access (2025).https://doi.org/10.1109/ACCESS.2025.35379814.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model IEEE Access (2025).https://doi.org/10.1109/ACCESS.2025.35379814

Reference 81

Resolution
verified exact
arxiv_id, observed 2026-06-26T18:39:43.207369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:96707aec30730694b186bcddb382b5880a3269fbd45cf0c1278f9d2fd64cd863

Observation 99bf282e-3c0c-4c44-a184-69825fc67c1c · outbound

This paper cites IEEE Robotics and Automation Letters9(4), 3578–3585 (2024) 2, 4.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model IEEE Robotics and Automation Letters9(4), 3578–3585 (2024) 2, 4

Reference 82

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:74caebb1ae6aa76d4a35aec40dda2286633173097da22ed68a6a11c3b9b1e450

Observation de3941ed-4e08-4129-8040-d1be9e89feb7 · outbound

This paper cites Author et al.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Author et al

Reference 83

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:1484e310333eb22c56406a569ed1586cc0ad4b52e1b4688d11967392267d4c28

Observation 8a03db84-e07e-432e-b2d3-8461fa93aa42 · outbound

This paper cites Journal of Graphics Tools7(1), 1–12 (2002) 11.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Journal of Graphics Tools7(1), 1–12 (2002) 11

Reference 84

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:17eb3650015f7942b08d4eec01e84769c2391642745b34d363e7484886f80fd9

Observation 10dade79-181f-46da-97bb-37fe374d2807 · outbound

This paper cites In: Chinese Conference on Pattern Recognition and Computer Vision (PRCV).

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Chinese Conference on Pattern Recognition and Computer Vision (PRCV)

Reference 85

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:75b371c933b9f6fea0d028ffc0b002d6314d2dd30446918cfc2cccd9670ce936

Observation 3507654f-0a74-44fe-9d14-16a352aec807 · outbound

This paper cites Towards Accurate Generative Models of Video: A New Metric & Challenges.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Towards Accurate Generative Models of Video: A New Metric & Challenges

Reference 86

Resolution
verified exact
local_arxiv, observed 2026-07-04T02:59:26.784397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:240c36ace9074fb502aa22182dfe82d043ef34e786ed1174922768fb9f1d31b6

Observation eb05c1a2-c9a6-4b55-8fad-08bc33aeaba8 · outbound

This paper cites CoRR (2025) 4.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model CoRR (2025) 4

Reference 87

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:b299469c6f329da4f40e69612859306fe50090f966b35a01a32da11b6fe4b583

Observation b5ce2b20-bc1b-42ef-af8e-6abfc1f6e38d · outbound

This paper cites STAGE: A Stream-Centric Generative World Model for Long-Horizon Driving-Scene Simulation.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model STAGE: A Stream-Centric Generative World Model for Long-Horizon Driving-Scene Simulation

Reference 88

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.773018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:c0cf83b3d1abe4a895c910024bf8601d75d59a122ae4520f33489c7a0f7812a0

Observation 4eb112b9-e9f9-4085-81e3-df823b40d0ab · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 89

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:6d0857710725fb49871ba42606093f200a2e1d986ce094e0d14797a7bd74bdbb

Observation 68340377-0a65-43a2-a1d1-f448264d15e9 · outbound

This paper cites Semantic image synthesis via diffusion models.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Semantic image synthesis via diffusion models

Reference 90

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T02:59:26.788261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:9859916675315f51ce4cc33f39840cc29414e28c74950a8026878869eb1c95c1

Observation 0246e10b-5f55-4571-9b3c-c1407492dcfc · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 91

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:7edb9a54109fa375f63124602c27c6669d1ba59d8f3c55cb6f97797eb42915e9

Observation fa6bdbb9-dc47-4d70-99f9-031d6d944ab8 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 92

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:117b9d180ec49e406a2787c469333eb54cbf74655fe748b472ff601ad4cf9e59

Observation 30e81285-602b-4040-9377-cd420cdbafe0 · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 93

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:2d822917aed2b08ffd23e5538f9737e78ebb7fccc0f475b14807b01d94bb781e

Observation c0f5a1cc-13a6-46dc-bb01-5ea885f6933b · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 94

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:fc5baaaf1f102614c2c030b6cdc18a562293ff02a78dd1b593d79b601ef9387b

Observation 96ef7ed7-724a-436b-a997-45a86ef138f0 · outbound

This paper cites DriveScape: Towards High-Resolution Controllable Multi-View Driving Video Generation.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model DriveScape: Towards High-Resolution Controllable Multi-View Driving Video Generation

Reference 95

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.826393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:fb85c08e2fe2cff6b8c1c63d67b7c6d91421cc5471d53337f8fb4ad6245644ab

Observation 2f9818ec-b980-49ba-8ecb-211b24ac500b · outbound

This paper cites IEEE Network38(3), 63–69 (2024) 4.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model IEEE Network38(3), 63–69 (2024) 4

Reference 96

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:57fe7a00f4bcc72a5be8eaf4a796e0375b8dc1ef6216bdf2bbf880ba3b5e9250

Observation 743699a3-a77b-4616-a0ab-91e53f361d76 · outbound

This paper cites Advances in Neural Information Processing Systems35, 11035–11048 (2022) 4.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model Advances in Neural Information Processing Systems35, 11035–11048 (2022) 4

Reference 97

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:4e1dd1b44ab0691dcc7a22240ae15b1ac6b5f27a234d5eeb4d03f7aae669a8ec

Observation 8d8e1815-8f1a-4c6f-9f6e-06ede8a35bb3 · outbound

This paper cites In: The Thirty-ninth Annual Conference on Neural Information Pro- cessing Systems (2025),https://openreview.net/forum?id=EATkC9iHE31.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: The Thirty-ninth Annual Conference on Neural Information Pro- cessing Systems (2025),https://openreview.net/forum?id=EATkC9iHE31

Reference 98

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:3fbd56e863e6931486ff4d3c20078412f6204ab90dfa2edfa75b9e23011ba7c0

Observation 255d602d-a4af-4a1c-8a71-f4444907e91d · outbound

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

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 99

Resolution
unresolved
no resolver link, observed 2026-06-26T18:34:56.810124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:118f007c3f1a78223f0bc64f3ca535d826fad7d14ff3eb1831fa8806db8b67d8

Observation 82b8905c-eab1-4310-81d1-a72b3a00b15b · outbound

This paper cites BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout

Reference 100

Resolution
verified exact
arxiv_id, observed 2026-07-04T02:59:26.765784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T18:34:56.810124Z digest=sha256:7b2e460f72a12dcfdadb31445006d0d901f78ce95b12b4310f355aa09acbe74f

Pith citing papers

No inbound Pith citation observations are available.