Pith. sign in

Paper Citation Record · LEDGER

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes

As of 22 July 2026, this Paper Citation Record lists 92 of 92 outbound references and 1 inbound Pith citation observation for arXiv:2604.04887.

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

pith.paper-citation-record.v1
2604.04887 v1

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:39:31.357223Z

measured 93 of 93 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-21T06:31:05.380196+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T22:41:59.140265Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-29T22:44:01.379236Z

Reference resolution

92 of 92 outbound references displayed

  • verified exact16
  • verified fuzzy71
  • unresolved0
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3f0f9fb4-ec28-4450-9ba4-9227d43d7231 · outbound

This paper cites Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.102371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:3ac03cc487b970c69c21139ba561de32b74ce2d258b8c29af54c261c3f02775a

Observation 7e6d2f74-cac5-4842-8e7c-141567b2ee3f · outbound

This paper cites Improving image genera- tion with better captions.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Improving image genera- tion with better captions

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.106293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:c57b9dde1592f3bd75fc98e74d06d6a8df0637592a3df0aa8d39127d2a7526fb

Observation 666084e4-b31d-4946-b339-cc7db2d3b338 · outbound

This paper cites In- structpix2pix: Learning to follow image editing instructions.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes In- structpix2pix: Learning to follow image editing instructions

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.143346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:ca707c1a0075c53264c6c2dd0f6a178151422e9bb532a04d2daa0d3ca5c0f267

Observation ccefc04b-24a8-4864-8351-d0a602a0ef50 · outbound

This paper cites an unresolved cited work.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unresolved cited work

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.919749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:8a136406e2e0a2c84d2f319b74d0ad870648e328fff701bcaeb388b9142f4201

Observation 1eb2d46d-7e60-4dae-b071-08d2c3fe07e3 · outbound

This paper cites Boreas: A multi-season au- tonomous driving dataset.The International Journal of Robotics Research, 42(1-2):33–42.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Boreas: A multi-season au- tonomous driving dataset.The International Journal of Robotics Research, 42(1-2):33–42

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.094296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:4db95b5b811ffd38381b57f30e98a314038602d9b5094ea7f9fd43ad3c0a274c

Observation a7334318-4153-491f-b99b-b8e051d47f0d · outbound

This paper cites nuscenes: A multi- modal dataset for autonomous driving.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes nuscenes: A multi- modal dataset for autonomous driving

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.117224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:c7e490aea248166efec95ba88d43f04f0ffd6d6220b02d8306f50d1f6b841bc8

Observation 7cab1034-d100-4fff-af91-7e8da9a0b754 · outbound

This paper cites Nuplan: A closed-loop ml-based plan- ning benchmark for autonomous vehicles.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Nuplan: A closed-loop ml-based plan- ning benchmark for autonomous vehicles

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.111715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:7e168c15b0ef6c52c5a535e1199dfb1aa7ba74016111dd677e032e5fe2f8f0bc

Observation b6a4dc64-ea51-4e8d-a28d-7009a9ca4d56 · outbound

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

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Emerg- ing properties in self-supervised vision transformers

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.964812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:0e5badd45a020f5321ff5162c1daee9b0892b9b3823285f58c43d6ba40b02a01

Observation c4ae642c-5786-4692-ab62-1b17c8059bd2 · outbound

This paper cites an unresolved cited work.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unresolved cited work

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.129984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:0f205b35a6a8a42f1d89fdc32fc138a9d356a6b4578d4ac947512ebb763e2396

Observation c1f4abf4-5398-481d-8887-9af4a682dcfc · outbound

This paper cites Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.138548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:9b8d599815c918db30fae32d6373ee912025509ac0cca79ab98095e3a7fd7868

Observation c93fba22-5fd4-4f42-bbd1-5090fe97bd48 · outbound

This paper cites OmniRe: Omni Urban Scene Reconstruction.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes OmniRe: Omni Urban Scene Reconstruction

Reference 11

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T22:40:50.151088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:3d8488d009bc740ae60e7c0e0e366356578f8e249f623050361bd6e1524abe3b

Observation 73d6baf8-6e74-4ead-9008-c7f7801255fc · outbound

This paper cites VQGAN-CLIP: open domain image generation and editing with natural language guidance.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes VQGAN-CLIP: open domain image generation and editing with natural language guidance

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.281462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:5f2cbd13cd89dfc711ffd2f94ca33021b9107645ceedf0d91a58a49a8a0525a0

Observation 4fdb6b1f-66d4-4370-b66e-0c89de7195df · outbound

This paper cites Emerging properties in unified multimodal pretraining.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Emerging properties in unified multimodal pretraining

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.942099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:981be65bcedcd46b17d2dfa45e9f287f60fa7642558ddc8c4c2846872f00135a

Observation 0b7c4f0f-c4ec-4598-90c4-7506ba51c5c8 · outbound

This paper cites MagicDrive: Street View Generation with Diverse 3D Geometry Control.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes MagicDrive: Street View Generation with Diverse 3D Geometry Control

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.166329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:17537cb1df5629d50b93ce19d9bb55bf0d89175791712d465dec0fed84ce98a1

Observation 8355a55b-3eea-4fe4-a7b7-c72803d8e40c · outbound

This paper cites MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.075785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:e8fe2b7607eff0935d34ddf1c39d141e9838d60e17f7270463eb3c0fcb0b9f85

Observation 93d31e78-74f0-4cf4-ab71-09f22774c4f6 · outbound

This paper cites Clova: A closed-loop visual assistant with tool usage and update.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Clova: A closed-loop visual assistant with tool usage and update

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.078136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:fc6015d23346625182211c94dfc507664df5749cd70b5ccd2f59d6db31c2c274

Observation f6061118-4c0b-4fc8-9e4c-2b8028b4834e · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-11T07:00:01.801361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:f44084ba3a4925e05c039b1a6034d623ebcfdbd67cfb852ea784f58eab4e715f

Observation 22a36a16-ce34-4210-932a-09d3f343aff2 · outbound

This paper cites an unresolved cited work.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unresolved cited work

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.073360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:753829e6b27b58d8b61b3bc21d7fd11caade0f0dec4c351d195cfeb9e76d8bd8

Observation 1770ad66-d810-4b2b-9f63-f6d8af77e693 · outbound

This paper cites HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.129795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:b8afac5b7817b366edcf89f1d843a35e376938bd52bece34aa5e5789069ac28a

Observation 8724d244-1ebb-4ad9-92bb-9d5ee20c0354 · outbound

This paper cites Imagic: Text-Based Real Image Editing with Diffusion Models.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Imagic: Text-Based Real Image Editing with Diffusion Models

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T22:40:50.115731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:c26fb275e4d0fc69015dbdb4fc4072abc687fd36abca00b2cbbb3566c6852306

Observation 17b58bc8-dd8b-4f57-860b-91bb236afa91 · outbound

This paper cites Segment any- thing.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Segment any- thing

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.084152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:7036b2b417810f6e9f95c08a9ec781cfa13c1fa2a25a2e0a6d69ba6c78804425

Observation 7913582f-54b8-4730-8ae4-87a5a3352167 · outbound

This paper cites Viescore: Towards explainable metrics for conditional image synthesis evaluation.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Viescore: Towards explainable metrics for conditional image synthesis evaluation

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.122053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:15c7437e2f09ef4e4be19e8e68d1a281c1634a09bab19129b7d2362fe38ce9ac

Observation a059f234-892e-4c56-9b69-b0c4f62e047c · outbound

This paper cites Learning an image editing model without image editing pairs.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Learning an image editing model without image editing pairs

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.063711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:0e70404a4e93651cc3c311902a70da266b955d56fccf529db25a3907ff45f1f8

Observation 7b4a3238-1e11-4b39-83f7-854c9c8f5488 · outbound

This paper cites Uniscene: Unified occupancy-centric driving scene generation.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Uniscene: Unified occupancy-centric driving scene generation

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.044834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:5bffdd1313e194d7f58b80a2ba4eceae871457903f7c71b43b9e7d03d976a373

Observation 9f108ac4-35e4-4698-ba43-9094b958489c · outbound

This paper cites an unresolved cited work.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unresolved cited work

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.039886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:8768385b58e5874b38218cca5b7ea160047df4002fdc7e60d9eed0eadaeba406

Observation dd283dc7-d807-400f-ae34-51c6c94727d4 · outbound

This paper cites Bevformer: learning bird’s-eye-view representation from lidar-camera via spatiotemporal transformers.IEEE Transactions on Pat- tern Analysis and Machine Intelligence.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Bevformer: learning bird’s-eye-view representation from lidar-camera via spatiotemporal transformers.IEEE Transactions on Pat- tern Analysis and Machine Intelligence

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.049935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:b9f0176f1811961e2a4eee2e9966e27b84f2640c28590b3e7038083de4aad517

Observation 53b2eb9f-5b9a-43f1-ae53-127f89f3c18c · outbound

This paper cites Driveeditor: A unified 3d information-guided framework for controllable object editing in driving scenes.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Driveeditor: A unified 3d information-guided framework for controllable object editing in driving scenes

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.068837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:38dfaf747194b3770dd1bc876de7fa8faf13d50df4b5406df7ef38946e4c1242

Observation 246a9040-a9f5-4051-98a2-09b41686177d · outbound

This paper cites Chen, Zhenyu Li, Guang Shi, Jiashi Feng, and Bingyi Kang.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Chen, Zhenyu Li, Guang Shi, Jiashi Feng, and Bingyi Kang

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.969720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:f2c19e6dd8d03eeb8c4801162b221198515d96433b4761930f220fd317c0d971

Observation 23cd675b-3a41-4c15-99ba-024a952879de · outbound

This paper cites Open-edit: Open- domain image manipulation with open-vocabulary instruc- tions.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Open-edit: Open- domain image manipulation with open-vocabulary instruc- tions

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.031056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:9ded87c5a2ca5f57f52f4e12b62fb899d94cabde3a226d70222a86a7e3aab0b4

Observation 79723368-9b42-49bb-9bd5-6ca1e75224ad · outbound

This paper cites Bevfusion: Multi- task multi-sensor fusion with unified bird’s-eye view repre- sentation.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Bevfusion: Multi- task multi-sensor fusion with unified bird’s-eye view repre- sentation

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.054946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:02c4d413e160ffb30bb50f9a1c88f12a9052400390670ad90b23458924533059

Observation e2a345e1-01ce-4915-9a6e-9480a3aa9ebb · outbound

This paper cites InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.175853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:01076343d48febf8e291767efdbc786c41fcb20acd4918fc36474f153e01f738

Observation 29f026b4-5806-4ea2-9a43-ca3899d98e57 · outbound

This paper cites Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.157290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:9b4aa7717944a8825ae2d5d865bdbffafe43dfcee8ebe33f2aada217462f2877

Observation 3aed6aeb-9194-4109-bcce-194810874a5c · outbound

This paper cites Ruling the operational boundaries: A survey on operational design domains of autonomous driving systems.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Ruling the operational boundaries: A survey on operational design domains of autonomous driving systems

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.059088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:a0759ed0495f66702c1b7b1df94fc9dfb7a797cebfdf8e216e4c1d0bde4615b2

Observation fe1bf87b-fa21-42a0-8ed8-bda8f1f7a48f · outbound

This paper cites SDEdit: Guided image synthesis and editing with stochastic differential equa- tions.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes SDEdit: Guided image synthesis and editing with stochastic differential equa- tions

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.960338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:8fd19fed4b87278e2cae3cbee8ddd6ed25c628704d6bf063c41a59704e943d52

Observation 04f3e709-db09-4646-8aa5-056bdbf9596e · outbound

This paper cites Scaling open-vocabulary object detection.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Scaling open-vocabulary object detection

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.951516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:1a9f67647d1be67c2e1eb0ea43d11e9d5df68662347559c6f8054c9923b00ecc

Observation 56b07d22-c257-494a-b199-f78af02fb49c · outbound

This paper cites Dreamland: Controllable world creation with simulator and generative models.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Dreamland: Controllable world creation with simulator and generative models

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.955903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:964ebb792ddbcc88dae7ed5d1bc8c5d8e6c7d20be799caa3bdf85b2ffa28a87f

Observation d82b9000-b213-48f8-bba8-79e3a050f3fa · outbound

This paper cites Null-text inversion for editing real im- ages using guided diffusion models.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Null-text inversion for editing real im- ages using guided diffusion models

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.194028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:4847825df7ce2a5ea410e8d886f0192980c36a72b28cc5b3a2c3311ada087cc5

Observation c79069fd-5dde-410b-a992-a55fa41e2b41 · outbound

This paper cites GLIDE: towards photorealis- tic image generation and editing with text-guided diffusion models.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes GLIDE: towards photorealis- tic image generation and editing with text-guided diffusion models

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.189445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:183d2b001f518668ea243df8866a09c076c89f919c2b99114aa81a8cda9c5f50

Observation 6f217493-c902-4c23-9c96-c90bcf021192 · outbound

This paper cites an unresolved cited work.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unresolved cited work

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.198173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:d7fa26b8af54eadc6f863604f7068bbaf71f613f561f8f4a16bad192c13558f0

Observation ff491bd7-b40c-4a9b-9250-ee66b954005f · outbound

This paper cites Kosmos-g: Generating images in context with multimodal large language models.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Kosmos-g: Generating images in context with multimodal large language models

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.206926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:8d7e9960521fdc0571cc477ef956534f273a1ea075a5deaf9bbebdb8b35af199

Observation a7be08dc-d0c0-4a6e-ad98-64d8fed90aba · outbound

This paper cites Poisson image editing.ACM Trans.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Poisson image editing.ACM Trans

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.937938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:c427a487d5f6152f1c7ed81956a8565d88d28cda94c6ed08675b59396c2a26cb

Observation 83b5b822-6507-4a6c-a196-6bf31df1cddf · outbound

This paper cites Zero-shot text-to-image generation.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Zero-shot text-to-image generation

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.211084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:e102d8d3c6dbaba0649c7dc7906a8b699a0609690211a807de971d7b6769a581

Observation 14bd790c-6343-4519-9a46-5da10af258d0 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-10T22:40:50.180171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:7a79829cfb98825f8df122c9580d6720350bd4dff1dd96a32d1500d4ffdd6663

Observation f7096c75-2a6e-449e-aa7f-da25c8a9cfac · outbound

This paper cites High-resolution image syn- thesis with latent diffusion models.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes High-resolution image syn- thesis with latent diffusion models

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.152304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:ad12244e13f70168aa1cf32b672680b1423fdd6f0a254ef322b193956d101f02

Observation 0bd615a6-22ca-4b39-b71e-aebc73545b2b · outbound

This paper cites Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.946393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:73f536dc43ddb6d98f03f2ee34006abba2bd559a3ddfbe2654bec60537db7868

Observation 23e40d9a-cef7-4659-ba07-4d371e310c90 · outbound

This paper cites Fleet, and Mohammad Norouzi.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Fleet, and Mohammad Norouzi

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.088652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:95223659a614d1cf925cbb9e8ac2e3141d77b14817dfcbb240120549b0414052

Observation 18676b98-fa08-4cf0-9a46-9771f0d88690 · outbound

This paper cites Neural atlas graphs for dynamic scene decomposition and editing.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Neural atlas graphs for dynamic scene decomposition and editing

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.929728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:54840f454b1becb378d9b5ec11f4dbcf6d298994e23f59ab28ee61ec02607a3b

Observation b39d183f-1462-47ef-a14d-947805c64df0 · outbound

This paper cites Laion-5b: An open large-scale dataset for training next generation image-text models.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Laion-5b: An open large-scale dataset for training next generation image-text models

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.891983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:03e3217fc17e7bd2027f1b42d09267a711514115e29d129bce45f4f28bbe8c9a

Observation 325da23d-3a9b-4a52-921e-72a5d1d05da3 · outbound

This paper cites Emu Edit: Precise Image Editing via Recognition and Generation Tasks.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Emu Edit: Precise Image Editing via Recognition and Generation Tasks

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.066346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:78622fc002e1d3035c48cf95bc7da6540c347de589252c0b0d404177809cf280

Observation 028ca4b5-3abb-474a-9b01-4848166bc9d0 · outbound

This paper cites SeedEdit: Align Image Re-Generation to Image Editing.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes SeedEdit: Align Image Re-Generation to Image Editing

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.108765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:f3e99377d9b88c81bc47d79665d9fd02b0c8d2d74492c3e0484a19d6d619425d

Observation e5f8981b-1d15-4248-893e-6aad58cd11ed · outbound

This paper cites Scalability in perception for autonomous driving: Waymo open dataset.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Scalability in perception for autonomous driving: Waymo open dataset

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.231562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:a3d0e587af9727e5d7b9313ebe9fcb0092c2ed1e074c79aefb61c36c1204ae35

Observation 0550fbf5-05cb-4caa-985d-c0ff9ac88a7d · outbound

This paper cites Lidarf: Delving into lidar for neural radiance field on street scenes.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Lidarf: Delving into lidar for neural radiance field on street scenes

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.268381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:cfebe485135e2a7e85e7c023aae08c61a57e677ed83190a552cee77fccaeb850

Observation 9061bfe4-1c94-4fb9-965e-40b65f160188 · outbound

This paper cites Street- view image generation from a bird’s-eye view layout.IEEE Robotics and Automation Letters.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Street- view image generation from a bird’s-eye view layout.IEEE Robotics and Automation Letters

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.915258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:d90b75e3b65c6908f97ab1891e44bb0c4765b5494556afbbdad56189b23baca8

Observation ddf4329b-227a-400e-ad9f-138195a64d36 · outbound

This paper cites Neurad: Neural rendering for autonomous driving.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Neurad: Neural rendering for autonomous driving

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.276890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:572ded87b0a6901a18e4550ef421770e06567ecdb7f1bb7043f7952dc2abc324

Observation a6c79195-21f2-47d6-a29e-a8fa21477832 · outbound

This paper cites Plug-and-play diffusion features for text-driven image-to-image translation.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Plug-and-play diffusion features for text-driven image-to-image translation

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.903225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:932f422ff6a0146e8d054901379fbc7d2f6d6708ca220dbb87513ba5031562fa

Observation 44858a92-3e05-414a-aeee-1a8fd3cb8225 · outbound

This paper cites Imagen editor and editbench: Advancing and evaluating text-guided im- age inpainting.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Imagen editor and editbench: Advancing and evaluating text-guided im- age inpainting

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.291788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:96891faae9b243ebaeccbc1aed0c290397039c62b484cfec3b5635852baf195e

Observation 256625b4-977d-4d82-8d6b-fab280795ce7 · outbound

This paper cites DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.089455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:90166450be88c249ce906d20e97ed02f315f5afbdff918ee4ccfda5d5ac51856

Observation 635e7d35-b94f-42f7-b63e-5cceaedc1cd9 · outbound

This paper cites Panacea: Panoramic and controllable video generation for autonomous driving.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Panacea: Panoramic and controllable video generation for autonomous driving

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.272801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:f5ab358e9468bd357ee210860440abc84f5d076e87731da4d66c34e770f88f2a

Observation 1325241c-1d1f-49a5-ad45-029367f4d62f · outbound

This paper cites Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-12T20:16:37.618269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:f58354d7d79656ca44b9762dda06a2135b17c91a0a23bb0dc0f597c29e7d75fe

Observation 6bb8f0bd-6621-4cf8-9213-44cf957d837b · outbound

This paper cites Qwen-image technical report.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Qwen-image technical report

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.286670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:e50d5365ad3eb0146fc2637c9265ad7c0b40832385248c88a47ebfbc0a496e89

Observation 49d3ce28-6fcd-45cc-a024-537f7821a90e · outbound

This paper cites OmniGen2: Towards Instruction-Aligned Multimodal Generation.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes OmniGen2: Towards Instruction-Aligned Multimodal Generation

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-05-10T22:40:50.145090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:81f80a89cb619ceb146037795cd1ca62398e3b7d3e1603ee2e1abb98847da386

Observation 150f45c2-3815-4fcf-ba63-268ca81ff79e · outbound

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

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.080903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:61c5ec0f905fd4d0a7e673b1a189f8a035d10bc3110309cc2ccd6d09f50c0e3f

Observation ae2d72d9-7964-445c-b29c-2386f2155ddf · outbound

This paper cites Unisim: A neural closed-loop sensor simulator.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unisim: A neural closed-loop sensor simulator

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.156917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:2384c4c1d66be32a578b75dfb92b9d8db9af51ecc7f0167b629b5b1b18396a62

Observation 39dd694a-5dbb-41ce-936c-9abe6cfe3b6a · outbound

This paper cites Genassets: Gener- ating in-the-wild 3d assets in latent space.2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 22392–22403.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Genassets: Gener- ating in-the-wild 3d assets in latent space.2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 22392–22403

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.175682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:b74e84e888ea7871195d6860d8f256eeab67fd9c27b8ea9bb8309f5b039c67b0

Observation 6396eaa6-feb8-441b-ba65-b4a51a613c64 · outbound

This paper cites ifinder: Structured zero-shot vision-based llm grounding for dash-cam video reasoning.Advances in Neural Information Processing Systems.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes ifinder: Structured zero-shot vision-based llm grounding for dash-cam video reasoning.Advances in Neural Information Processing Systems

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.250093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:d05c3dee193aa5ef74cf8eceffb3779ba114005603c2bc0ffdec2fdcbb8e53ba

Observation ce32bd72-8431-473c-b68c-42c46a892449 · outbound

This paper cites Arbitrary-steps image super-resolution via diffusion inver- sion.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Arbitrary-steps image super-resolution via diffusion inver- sion

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.924442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:4e1774320125d1923ff4d1ff8d2341d54d25f4441bb78723f100db6a7b2a4b9c

Observation 2dfd26f1-afd8-42b8-b4b0-356eb6139e89 · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction- guided image editing.Advances in Neural Information Pro- cessing Systems, 36.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Magicbrush: A manually annotated dataset for instruction- guided image editing.Advances in Neural Information Pro- cessing Systems, 36

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.898657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:c96562e7b8bdcd465058cbda83c7a8adc439a58616705d27b8d1edc147ce3751

Observation 56e37ab4-e027-4ed3-888b-af3ecf988617 · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction- guided image editing.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Magicbrush: A manually annotated dataset for instruction- guided image editing

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.099300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:dc6390d82cb0a0e8e6e5450df0dbbcf2b37e96fcfc5dd65bca7e3d1244dcaf99

Observation 1a056628-f66f-4aa1-8be7-37429a7585e1 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Adding conditional control to text-to-image diffusion models

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.202578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:ac1d4c2c9b2fd35cdc862e151ec2f6aad9d7dc5a3194f9b844b6e8381e556eaf

Observation 6cde7348-93c5-4fa7-a7f5-72f52d086964 · outbound

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

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Efros, Eli Shecht- man, and Oliver Wang

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.227802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:0dddd899118e30c159ec89ada65fba2c85625c5b86f0eaffabfd687994bd104f

Observation 35fa761d-3997-405a-943f-38bef034e264 · outbound

This paper cites HIVE: Harnessing Human Feedback for Instructional Visual Editing.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes HIVE: Harnessing Human Feedback for Instructional Visual Editing

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.097930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:4aa59bd21af5fdada905e162540a43a4adfba1a074db43e4d9869f99f1643de4

Observation 820a0899-8082-4da8-bf1d-5af2c9ea3b21 · outbound

This paper cites Ultraedit: Instruction-based fine-grained im- age editing at scale.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Ultraedit: Instruction-based fine-grained im- age editing at scale

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.296380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:cbe18fbeb43ae24adf2a8d878e2608bc9e6b5d3bb8c014a974358b31479b3681

Observation afd4859f-f09a-4dfd-9c46-9319f706b1e7 · outbound

This paper cites an unresolved cited work.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unresolved cited work

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.166757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:aeddf3661f2e716e582f1c48f7cbe0f6407ccbac33c79c3c51d7f12e2ba452a6

Observation a09bc575-177c-474c-8477-c9da7d31dec7 · outbound

This paper cites an unresolved cited work.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unresolved cited work

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.147759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:5ed6ea4d0125814eb2f230f20677ae1b4477a4716e2e0e1d611d44027bf47c57

Observation fe7f8120-bb4d-4a57-bbd1-f8a8f11bb4c7 · outbound

This paper cites Image Descriptor.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Image Descriptor

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.170978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:5253ab48928ba3bdc131a0095447ec1accce98f1677aa27b3c1cabf4c3ae6dd5

Observation 0422a332-efe7-42f0-9890-d2e48918c307 · outbound

This paper cites We show the VLM prompt in Appendix 8.1.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes We show the VLM prompt in Appendix 8.1

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.180213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:336a35d4fc50aa472ffcf05fb80161f278e3040916c3810963311cd82d21255a

Observation 093885fa-7221-4d85-ad3b-7cc2c95ce5e0 · outbound

This paper cites Instance-Level Semantic Decomposition.After preparing the global description, we then record objects present in the scene.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Instance-Level Semantic Decomposition.After preparing the global description, we then record objects present in the scene

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.162026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:5660b2f95010300e8840560ed0b1eb5ef4bc8ad86c6819969b6d520464716d49

Observation 1b802cb3-3f18-41b8-9b72-a220a93d55b2 · outbound

This paper cites an unresolved cited work.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unresolved cited work

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:18.910342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:ca12a08b7f383ec56d1caca3062421372de688d05afc798d3629108be645a07f

Observation 9de00b14-f71d-4203-adbc-4ec128d55e02 · outbound

This paper cites The object’s distance is taken as the mean depth over this masked area.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes The object’s distance is taken as the mean depth over this masked area

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.184888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:8be42d6da012e2a69523d4d67f1576c9fdf19abfbb26913d67c44572a7ae381a

Observation ac95fd3a-5d5d-414a-831d-7b9fa8170cd4 · outbound

This paper cites We show an example annotation in Sec 8.1.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes We show an example annotation in Sec 8.1

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.223154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:c92f8110f6b637151eee381295f76841581f2fecabe2c4322ed66109b1c08c49

Observation 6a97f86f-73d3-46f4-a7ea-ee83259d28a1 · outbound

This paper cites Compound Editing In Tab.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Compound Editing In Tab

Reference 81

Resolution
malformed identifier
raw_fallback, observed 2026-05-16T04:27:19.215117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:e506162c248e31ce5b9aa728335d40b63e77a3176a395133b3009db699c5a547

Observation b13a7f08-0fb8-4c25-a838-5b3b64cb1c3f · outbound

This paper cites Example Annotation The VLM is prompted with the instruction shown in Fig.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Example Annotation The VLM is prompted with the instruction shown in Fig

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.263736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:e3dbe0dbc9533f6ca8ef08501aad09c295f8de1f780bcecaf50ee00a6ee1b06d

Observation fd3f1232-3477-4578-b5ee-c9cbf7c9de8f · outbound

This paper cites image descriptor.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes image descriptor

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.245008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:cfbc45bd188f899db12351629667a9f107f68b7e8d6aa3c7b1df882567f7bbcc

Observation 007fcc32-80e1-4abb-8e31-0d702c97b7da · outbound

This paper cites surrounding_info.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes surrounding_info

Reference 84

Resolution
malformed identifier
raw_fallback, observed 2026-05-16T04:27:19.254534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:e307faea6f868f24a3ccf778f48c41950ca14e520ecc3bdced4fcdcc5f4a0db3

Observation 9acd5002-3c4b-4738-8f22-ca26214bba2c · outbound

This paper cites In Section 3.4,t t cor- responds to the caption of the target image andt s corre- sponds to the caption of the source image.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes In Section 3.4,t t cor- responds to the caption of the target image andt s corre- sponds to the caption of the source image

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.240228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:7d58287d6144d1772d3331dacee87073951b9ed01afd4dec0e28cc05d87ab39c

Observation 2201b382-2c4d-4f76-96e5-2862d7c3ce98 · outbound

This paper cites 10), global editing (Fig.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes 10), global editing (Fig

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.126761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:2fdba4a6375054b52daf21954f304720f3d09dd7a4d3d9754fc4e8a8142f71f5

Observation cc1ea50f-0608-496b-83d1-a13a37cf378e · outbound

This paper cites an unresolved cited work.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unresolved cited work

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.134368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:53114af70e691dce0ae1644d708337cb8700cf4bb47c0091f75c6e1674ceb34b

Observation 3080527a-8856-42b4-ad58-f2c947f8460d · outbound

This paper cites Our results demon- strate that our synthesized weather improves BEV map seg- mentation in real-world conditions.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Our results demon- strate that our synthesized weather improves BEV map seg- mentation in real-world conditions

Reference 88

Resolution
malformed identifier
raw_fallback, observed 2026-05-16T04:27:19.235703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:4c2580a1be5695d134d5c9db89372111693eadbe47c7b2d8d838fd5d3dc6b799

Observation 0661ea90-7a1f-48b7-a7ca-dfec35d1e325 · outbound

This paper cites We train our models in two stages.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes We train our models in two stages

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.219235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:ec20ad67c08e5b988456910a83e9a51a993458466fb09d666bed13357c30dd63

Observation bb044992-0b16-4dc9-971c-fa4b7bced86f · outbound

This paper cites an unresolved cited work.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unresolved cited work

Reference 90

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:40:50.057866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:559078d21227b9c5de745a806a2783fea1d6698690617f798e86cb5c921eb68d

Observation e835d712-19d3-4770-b737-4532acc8fefd · outbound

This paper cites an unresolved cited work.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes Unresolved cited work

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.035602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:ff0c28fca7c756bf410b69ee90c354715b01a91f2a4df273ff27b7867ce1a04c

Observation f7a1e013-7348-457c-b50f-58efecdea2c0 · outbound

This paper cites well-maintained.

HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes well-maintained

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T04:27:19.258878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-10T19:39:31.357223Z digest=sha256:1010b1f0691e7915b3b1a0c34a6f27272e2852a31b3714813738b7fd33084f84

Pith citing papers

Observation c7aacf0c-c0c8-485f-b5f6-b58810f473b2 · inbound

Physics-Aware 3D Gaussian Editing for Driving Scene Generation cites this paper.

Physics-Aware 3D Gaussian Editing for Driving Scene Generation HorizonWeaver: Generalizable Multi-Level Semantic Editing for Driving Scenes

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-06-29T22:44:01.380503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-06-29T22:41:59.140265Z digest=sha256:b4d9b4c9ddefd75a4fd2025eafcbce5c7fe4f2c775e54fbd208fe4b9a708f674