Pith. sign in

Paper Citation Record · LEDGER

Lighting-grounded Video Generation with Renderer-based Agent Reasoning

As of 25 July 2026, this Paper Citation Record lists 54 of 54 outbound references and 1 inbound Pith citation observation for arXiv:2604.07966.

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

pith.paper-citation-record.v1
2604.07966 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:34:39.848940Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-24T06:31:00.690269+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T15:23:22.681709Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

  • verified exact17
  • verified fuzzy36
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 434b1af7-7d9c-45b7-81d3-cc0aaab544eb · outbound

This paper cites an unresolved cited work.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Unresolved cited work

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.660387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:b82c76a6d00d1f89c7c4790b5c342af4ffd94f0266b4abedf5017ecb87fd8981

Observation ace02815-1271-4ea0-b08a-285a84f59fac · outbound

This paper cites Qwen2.5-VL Technical Report.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Qwen2.5-VL Technical Report

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-11T06:36:01.813733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:73cc001f1aee4b8e439649dd36e98c4a33571fd819fc7cb18a1521269a1802d9

Observation 5c2d978f-3f61-418c-8f3e-7a551efb321d · outbound

This paper cites GenLit: Reformulating single-image relighting as video generation.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning GenLit: Reformulating single-image relighting as video generation

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:36:01.824566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:2721e17a19ff8ee60ea54bb3b5648d0fb84148924bab9fcadc19dd56a12e4a65

Observation 8df8eb08-c4a0-47f1-b1c0-5c11831a3dc5 · outbound

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

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-05-11T06:36:01.806503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:56e26adc2fc809d7f8952a2a7b9edfd482eda13992a5b810c1291921f4cf4a94

Observation fecf7ba6-ea18-46be-ab7c-02f6e47bc405 · outbound

This paper cites Real-time 3D-aware portrait video relighting.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Real-time 3D-aware portrait video relighting

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.647329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:de89d474cc8b43317080b2fd8dbba4e6cda161e417853c1c6460932b5e3cc3b8

Observation 86610704-62e4-4f3d-a3a9-59681e45ca69 · outbound

This paper cites PhyS- EdiT: Physics-aware semantic image editing with text de- scription.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning PhyS- EdiT: Physics-aware semantic image editing with text de- scription

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.650027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:bad95b740c1123599f772b74de21b6826beac5c39f77e4c1e868437ccff2465c

Observation 4c1fe073-7990-4cf4-b18c-c6a6bc8587d1 · outbound

This paper cites Diffusionlight-turbo: Accelerated light probes for free via single-pass chrome ball inpainting.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Diffusionlight-turbo: Accelerated light probes for free via single-pass chrome ball inpainting

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:36:01.818034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:ab9cfc8fb578e8a0d8269c684320ce10e189c259fc6f0bc193361dc1531d4c95

Observation a5352653-d3c9-4d0e-9ceb-41e95d5a5145 · outbound

This paper cites Blender Foundation, Stichting Blender Foundation, Amsterdam.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Blender Foundation, Stichting Blender Foundation, Amsterdam

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.644615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:eafbd904a749dc5e727869236cbed9002c73465bc604c676351b81482b8e5a94

Observation 14aec2d6-70ab-4541-957b-fd7f88a8e6d5 · outbound

This paper cites Objaverse-XL: A universe of 10M+ 3D objects.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Objaverse-XL: A universe of 10M+ 3D objects

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.652459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:1cc53fbf5c7f5db019e5d155d87ffbea4ccf8e27f816be6bef74d5a171b74d91

Observation b89a9b9c-697b-4703-9b96-21a54fc3618c · outbound

This paper cites Sigmoid- weighted linear units for neural network function approxi- mation in reinforcement learning.Neural networks.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Sigmoid- weighted linear units for neural network function approxi- mation in reinforcement learning.Neural networks

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.658045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:7a651aa350d60dfa1f6197154e6096e23a4a9e3212ace0c9458df96bff735a1d

Observation 5a068e7c-4998-4e97-ad78-daba1ab6ec75 · outbound

This paper cites Motion prompting: Controlling video generation with motion trajec- tories.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Motion prompting: Controlling video generation with motion trajec- tories

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.630147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:d7d2bd7c97e87ac2e0682a40643c407b42918ac63e1136146b08b24858b0b937

Observation f9659f63-9e10-4209-b3af-50ed24a39cf4 · outbound

This paper cites "PhyWorldBench": A Comprehensive Evaluation of Physical Realism in Text-to-Video Models.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning "PhyWorldBench": A Comprehensive Evaluation of Physical Realism in Text-to-Video Models

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-05-27T02:05:04.304229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:e9554c14a6ada01f1f7902f22c3a9205cdaf96ea89eb5996fa9d538dcec21791

Observation 5e4b707a-c8e9-4a12-bfc8-2a088fad3ae8 · outbound

This paper cites CameraCtrl: En- abling camera control for video diffusion models.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning CameraCtrl: En- abling camera control for video diffusion models

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.620336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:b2ef2dfaa1ca0711001e62c4063af9a12e89ac871e51f2ffa7b72f547bb374a0

Observation 510db31e-5bc7-496c-b446-179481632ebd · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.624024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:d9614d1689734062ebde3980cb9ad25ea2f8b7b83fb9eccbab876e6356147a6d

Observation 6ced8afc-3d03-4aef-bb79-e7f097cd7c4e · outbound

This paper cites Denoising dif- fusion probabilistic models.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Denoising dif- fusion probabilistic models

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.627143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:9129958b512a3c3263beec616a07b0d93f55a43cbcdbfeb1fdca2931e418a0ff

Observation 25d19514-8794-46db-96c3-347ba108f28b · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen- Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen- Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.616992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:9d8d71dc55d9101ccaf5119d20eba7d0787943c85c2b3e1d2416824d5614bb22

Observation cbaa8a7f-c5f3-45df-bd3b-886ed8f2df7e · outbound

This paper cites Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-11T06:36:01.742328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:14b330cd28cb1905c82a48a23aa6fb8773429d3dabd84494282179a53619a51a

Observation 45d9185d-1bd0-4ae8-a150-518eab6c2389 · outbound

This paper cites Vbench: Comprehensive bench- mark suite for video generative models.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Vbench: Comprehensive bench- mark suite for video generative models

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.610505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:6bb28fd601a0b2c07333f43c332bb9eb4caaa0a2fa868dbd7d72e616cd9c8d08

Observation 01db1aa5-227b-4644-8ddd-af943a06c3a0 · outbound

This paper cites VACE: All-in-One Video Creation and Editing.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning VACE: All-in-One Video Creation and Editing

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-16T00:53:54.408026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:c9d779c98fbce517f172ffd56c432feb302b0f31bafe77b5dead43ba9fcf5869

Observation 6db1d248-700f-4790-a13a-fa9dcf342f7a · outbound

This paper cites FullDiT: Multi-Task Video Generative Foundation Model with Full Attention.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning FullDiT: Multi-Task Video Generative Foundation Model with Full Attention

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:36:01.722281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:f3f8851772646c75cf7852afe9bb6470a9853bb3b91b39ae2a06e18d5e93a05f

Observation e0b63277-261b-4020-b0b7-2ce52936dc63 · outbound

This paper cites Vide- oFrom3D: 3D scene video generation via complementary image and video diffusion models.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Vide- oFrom3D: 3D scene video generation via complementary image and video diffusion models

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.607203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:6dcac6d6ade6c6e32a9c6e936e2d7d8ae6b069d5dcce29b0f373653702a733e6

Observation 9694158a-f8c4-44af-9091-12699cbe6e7d · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-05-11T06:36:01.668573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:43407114a584033b612b739f1a708de342ef6cc6cf35eea92277a28f90d0f87b

Observation 9a4abba8-6914-43d4-9b2e-b9ef3ba26726 · outbound

This paper cites Col- laborative video diffusion: Consistent multi-video genera- tion with camera control.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Col- laborative video diffusion: Consistent multi-video genera- tion with camera control

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.613672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:15a4b6927961515cea946b5293a2e1a9ba6f03c1be0c2dc709e5da81897d8c29

Observation 263342de-5213-4947-8fbe-5b78945c615d · outbound

This paper cites TrackDif- fusion: Tracklet-conditioned video generation via diffusion models.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning TrackDif- fusion: Tracklet-conditioned video generation via diffusion models

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.633305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:3bf65a00b0be6cfab08759908469aad55475627aea06ed25faef55c3c91006ff

Observation ab9c0a5e-4dd5-425f-8b43-d68e2cf1790c · outbound

This paper cites DL3DV-10K: A large-scale scene dataset for deep learning-based 3D vision.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning DL3DV-10K: A large-scale scene dataset for deep learning-based 3D vision

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.593090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:aac1719c0ea782d10e1e17f843eceaed1fba0f288af4a5ed402f9792948661b2

Observation 1fb7c8bf-28af-41a5-92e7-738f4e4c6cc1 · outbound

This paper cites Flow Matching for Generative Modeling.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Flow Matching for Generative Modeling

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-05-11T06:36:01.733678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:dacb7aa8a379da04034946326f9795612deee65a35a088b7d8d9b901b67a59ec

Observation 4e7cba09-d564-4d7c-91ce-47142004b1ba · outbound

This paper cites Sketch3DVE: Sketch-based 3D-aware scene video editing.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Sketch3DVE: Sketch-based 3D-aware scene video editing

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.596606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:acaf442b2801ab3d5c51d735840ec0cd097003e1a98c5d262f5d975445297479

Observation 97e98f8e-a372-4ec6-b836-52774b7661b0 · outbound

This paper cites Grounding DINO: Marry- ing DINO with grounded pre-training for open-set object de- tection.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Grounding DINO: Marry- ing DINO with grounded pre-training for open-set object de- tection

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.599734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:def1703b457ddfb7f5beebb6df630a6a0400a57bae371660a07a9e986f44329c

Observation d430d915-7a10-4564-9506-25228e06a32e · outbound

This paper cites Decoupled weight de- cay regularization.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Decoupled weight de- cay regularization

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.599955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:59e0cdfddcd2afb2dc57308a3d315ca6658a791a8d2c6c3aabb4ba9303aff927

Observation 0a213ed8-6f1b-41e9-877e-a78cc2985bbf · outbound

This paper cites Ctrl-V: Higher fi- delity autonomous vehicle video generation with bounding- box controlled object motion.Transactions on Machine Learning Research.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Ctrl-V: Higher fi- delity autonomous vehicle video generation with bounding- box controlled object motion.Transactions on Machine Learning Research

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.579244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:456e6a58d3eb2bf6a19a7836ff5f437860f327169e42e5a7b3c084d150a1b156

Observation 82b6cfcc-072b-4431-9d3c-aa0ab07094a6 · outbound

This paper cites Trailblazer: Trajectory control for diffusion-based video generation.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Trailblazer: Trajectory control for diffusion-based video generation

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.586698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:a38f09eddd32f1be9fcf4625dcd686782fb9ccf2d6c813bdb7c6fc03b7fe795e

Observation 2ca170ff-679a-421e-81ae-54cfa5a53ef8 · outbound

This paper cites Total Relighting: learning to relight portraits for background replacement.ACM SIG- GRAPH Conference Papers.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Total Relighting: learning to relight portraits for background replacement.ACM SIG- GRAPH Conference Papers

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.572601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:2e82865850ca9f3098436ef64ce994d9e4770258a0d420e498830262ea229120

Observation 196eada1-d430-4385-b161-2877df0a8f5b · outbound

This paper cites Scalable diffusion models with transformers.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Scalable diffusion models with transformers

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.569428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:39bab82b16faf0131b884cfc9e5efa0b7a2952109717c7beb462c8dfa8daae5e

Observation 9b6ab3df-d025-4c27-8fe4-c0587ba953d5 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Learn- ing transferable visual models from natural language super- vision

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.575996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:7f72218910e176ca634bb661872b7052e4e73cdbad8e3418be093d30cdb1f759

Observation 69a996b2-3660-4b2c-8112-a28130562a29 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning SAM 2: Segment Anything in Images and Videos

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-05-11T06:36:01.772501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:20913fa149419f4255a8e3faafdc59e4444d01270ec6e12e461c301b8250ac41

Observation 8fc3136f-bb9d-466d-991a-6504a620505e · outbound

This paper cites GEN3C: 3D-informed world-consistent video generation with precise camera con- trol.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning GEN3C: 3D-informed world-consistent video generation with precise camera con- trol

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.589607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:a51c4ac0ab256cda2bde2a9320da699954b21deccfdc6e15fe1dd28add88978b

Observation 83694f82-7044-41d0-84f8-476da404e434 · outbound

This paper cites T2V-CompBench: A compre- hensive benchmark for compositional text-to-video genera- tion.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning T2V-CompBench: A compre- hensive benchmark for compositional text-to-video genera- tion

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.603466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:32df9032ec2b05b3805d962a56764d32b704e844fed6764d18d96a7ab9fc5dcd

Observation 6da7cb43-ff50-48a7-b9f9-09e46bc64365 · outbound

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

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Towards Accurate Generative Models of Video: A New Metric & Challenges

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-11T07:21:21.605786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:21739db1f5f603b0c6e59d1f0f9f6cb586c07a279e7c9f026bb61b800441657c

Observation 969256d2-3242-440d-8b2c-a3eb257a76e4 · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Wan: Open and Advanced Large-Scale Video Generative Models

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-11T06:36:01.785349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:16542d503da4da731a3c6acb9c31066c9369b59abf961dcb8e060879ffcacdbf

Observation 3d91ecfa-2995-4bf8-a848-ae3f41a77374 · outbound

This paper cites Physctrl: Generative physics for controllable and physics-grounded video generation.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Physctrl: Generative physics for controllable and physics-grounded video generation

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:36:01.686962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:371fb1bd49990c0c4f26f89d2d93f36664800027a39d117daeda96747ba73f78

Observation 5a332b30-b48b-42e3-b1a4-0790089c94da · outbound

This paper cites StyleLight: HDR panorama generation for lighting estimation and editing.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning StyleLight: HDR panorama generation for lighting estimation and editing

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.637894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:f85e4b9b24f9517a6e67cf5f6556dc45cfd0854d2ba6f1d60986178a1abcbd46

Observation c4066df3-ba45-4c49-94db-cf0954db1163 · outbound

This paper cites Boximator: Generating Rich and Controllable Motions for Video Synthesis.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Boximator: Generating Rich and Controllable Motions for Video Synthesis

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:36:01.750862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:86758883fbcc54846a39c61fc2ec10780b515aea89b2496fcbd3393a976fe326

Observation 13c80d24-f4e2-4d96-90c3-8df9a2a89b22 · outbound

This paper cites VGGT: Visual geometry grounded transformer.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning VGGT: Visual geometry grounded transformer

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.641512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:41fc56376ef649efb41e16ff4e65aebce327b6c8726cb6e5f065c41027af4abe

Observation dec1a652-d90d-40d8-a1a5-f9896318cabc · outbound

This paper cites Cinemaster: A 3D-aware and controllable framework for cinematic text-to-video generation.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Cinemaster: A 3D-aware and controllable framework for cinematic text-to-video generation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.655200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:1ba7adac0f56ea6f9cc974a657b8c9a593dc18014e590a9c936e694b709d4b6b

Observation 0a0574f5-e508-45cb-8c4c-f73bec584ff5 · outbound

This paper cites MotionCtrl: A unified and flexible motion controller for video generation.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning MotionCtrl: A unified and flexible motion controller for video generation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.607306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:c76ed4b5a1ba624c183c86b3eb084dd5f7f124f9e5396def00ff9e680f1d5d58

Observation 02a52622-480c-49eb-8b87-a93fee71f50e · outbound

This paper cites Group normalization.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Group normalization

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.565852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:01291d27a576af976e23e1ea1e1d297c6ae992bbb8af871b73899cc3d06a72e8

Observation e6b0fe5b-5298-4a94-92bb-18cee043643f · outbound

This paper cites CogVideoX: Text-to-video diffusion models with an expert transformer.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning CogVideoX: Text-to-video diffusion models with an expert transformer

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.589841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:07fec4f8cdcc5293cb3773a6269051e19c344480755020316094c96417e74e60

Observation a6402311-e6d1-4a0a-b46d-ce18e3797c44 · outbound

This paper cites From slow bidirectional to fast autoregressive video diffusion mod- els.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning From slow bidirectional to fast autoregressive video diffusion mod- els

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.576136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:f88d08d4aaf66e2496294d2baa6b37016b6865b160a6b52746d510d47719b01d

Observation d6717bd6-dfbe-4fc2-9766-80a2bbac9ea9 · outbound

This paper cites DiLightNet: Fine-grained light- ing control for diffusion-based image generation.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning DiLightNet: Fine-grained light- ing control for diffusion-based image generation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.562264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:7f103d05e44353e121834fde4cdbdd14f7a4555eab10d00e3c66823a28b9602b

Observation 6ab0f81b-d641-4e43-9157-e6c7e6f3f640 · outbound

This paper cites Think before you diffuse: Llms-guided physics-aware video generation.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Think before you diffuse: Llms-guided physics-aware video generation

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:36:01.700110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:8df378501f509b74cb590f13914416bcb31d5ad9f48cbb38b1f373f0257aed17

Observation 645ee513-dbaf-41b6-a6fb-128d8e796844 · outbound

This paper cites Scaling in-the-wild training for diffusion-based illumination harmo- nization and editing by imposing consistent light transport.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Scaling in-the-wild training for diffusion-based illumination harmo- nization and editing by imposing consistent light transport

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.603604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:25d58bdd07cb5e45984980ef3217d00c9d1b1768674a84ba85dc0a632c947344

Observation 3f6bc3c3-c9f9-456b-ad11-86b29c3dacc0 · outbound

This paper cites LumiSculpt: Enabling Consistent Portrait Lighting in Video Generation.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning LumiSculpt: Enabling Consistent Portrait Lighting in Video Generation

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:36:01.802139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:ca743d728bd2d21da4636de401ee536ba967ef3fe66504f4b621c914bdfd7f0f

Observation ef3b42cc-b463-44f8-b0f2-8a3b16fe52db · outbound

This paper cites Waver: Wave Your Way to Lifelike Video Generation.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Waver: Wave Your Way to Lifelike Video Generation

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:36:01.794023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:fa53b7d38ae09744bc0aa2619502237a7926637e48ed36c6623cc4a3cab60ade

Observation 21f1b3ad-030e-4782-b677-effc6a2ecc60 · outbound

This paper cites Light-a-video: Training-free video re- lighting via progressive light fusion.

Lighting-grounded Video Generation with Renderer-based Agent Reasoning Light-a-video: Training-free video re- lighting via progressive light fusion

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T09:51:44.617207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-05-10T17:34:39.848940Z digest=sha256:1576d090f6da28b02d3e5d3d06d2013af8a99845d27595ec69e71e4f6aba204a

Pith citing papers

Observation 5a56e3a3-a477-4218-8b10-d803daaea0f5 · inbound

Video Generation Models Are Inherent Lighting Estimators cites this paper.

Video Generation Models Are Inherent Lighting Estimators Lighting-grounded Video Generation with Renderer-based Agent Reasoning

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-11T15:23:22.681709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T15:23:22.681709Z digest=sha256:5b58aad687855ac831538fbbb7e7c721357f6f4d48ce52bdad1cbcbe7406ef63