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Paper Citation Record · LEDGER

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing

As of 22 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2501.07554.

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

pith.paper-citation-record.v1
2501.07554 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:42:31.879391Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

  • verified exact3
  • verified fuzzy21
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 767c366f-a965-4f64-9df7-96d07d65ab07 · outbound

This paper cites Detectron2 object detection & manipulating images using cartooniza- tion.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Detectron2 object detection & manipulating images using cartooniza- tion

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.975975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.559158Z digest=sha256:0d510af523592b9a6a1fd5b2b68f25c5718466fb9329db0aead2f45f34342d64

Observation 653c8f41-7a89-48b1-baa2-0b89e24d5a83 · outbound

This paper cites A deep learning framework for quality assessment and restoration in video endoscopy.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing A deep learning framework for quality assessment and restoration in video endoscopy

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.955084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.570712Z digest=sha256:3b2f80cf411a83271481956a81616a919516adfa740c98b4fa2577f6acd4ae5f

Observation 942d282c-5328-4b35-a70c-365d22da9a9a · outbound

This paper cites Text2live: Text-driven layered image and video editing.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Text2live: Text-driven layered image and video editing

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.928173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.578175Z digest=sha256:ebb1852dbdb8ef5cb10342980807ab2ecc31d3fe2dcdc0909b800ad1a1f19347

Observation 3aabbcc7-f49a-4d2d-b84d-8476f907a3d5 · outbound

This paper cites PaliGemma: A versatile 3B VLM for transfer.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing PaliGemma: A versatile 3B VLM for transfer

Reference 4

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unresolved
no resolver link, observed 2026-08-10T20:42:31.590708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:31.590708Z digest=sha256:bddc867f4fcc47811c30b393f8084de0cdc6efd929146816c0d21b7f54b7b7f2

Observation 128ee8d3-6fdb-4d6e-a6e0-f45f95cd55a7 · outbound

This paper cites Streaming Video Diffusion: Online Video Editing with Diffusion Models.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Streaming Video Diffusion: Online Video Editing with Diffusion Models

Reference 5

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unresolved
no resolver link, observed 2026-08-10T20:42:31.599729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:31.599729Z digest=sha256:95ad78a7324a7763eba8526c012d97afc98a04fe0fe42f955e6014f16973a143

Observation 094c37a2-89ea-44f0-bf68-1918eebe2c47 · outbound

This paper cites Control-A-Video: Controllable Text-to-Video Diffusion Models with Motion Prior and Reward Feedback Learning.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Control-A-Video: Controllable Text-to-Video Diffusion Models with Motion Prior and Reward Feedback Learning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T20:42:31.609586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:31.609586Z digest=sha256:341fcd729ab72f778c28ee6b6cd755b3223f798a46d998ab79fb597084c5c18b

Observation 3ea98bb1-999f-4318-9c07-99ef3c32ea2e · outbound

This paper cites EditBoard: Towards a Comprehensive Evaluation Benchmark for Text-Based Video Editing Models.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing EditBoard: Towards a Comprehensive Evaluation Benchmark for Text-Based Video Editing Models

Reference 7

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verified exact
local_arxiv, observed 2026-08-10T20:42:32.192878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.618642Z digest=sha256:f0044e1454e4f24d0a76fb937c4ed7214d4a6bf8002bcd55f85a1168e9601ef2

Observation 4f839925-9cd3-4f87-a370-b4f8dd1f9097 · outbound

This paper cites Clip-adapter: Better vision-language models with fea- ture adapters.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Clip-adapter: Better vision-language models with fea- ture adapters

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.893419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.629915Z digest=sha256:b97257aab0f5b3eb31224981e64044e64f07e6e63de39f63387b2e0b472c8502

Observation 77dce725-1a90-42c1-8461-636a555e1769 · outbound

This paper cites TokenFlow: Consistent Diffusion Features for Consistent Video Editing.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing TokenFlow: Consistent Diffusion Features for Consistent Video Editing

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T20:42:31.638700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:31.638700Z digest=sha256:94853e3e07b1d4bd023f0b6c931f694cf70042e5bcfcd7330ff4955542960717

Observation 8e1e698a-bd57-4bc2-8507-4990874be4c2 · outbound

This paper cites Enhancing the video editing capabilities of text-to-video generators using ddpm inversion.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Enhancing the video editing capabilities of text-to-video generators using ddpm inversion

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.850981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.647850Z digest=sha256:3ca7c56b0ff45b5fdf55002867cc8ee18d89219134abc011536e9f044ef99e76

Observation c0f74ddc-28c9-4946-aa9e-8a805ae7567c · outbound

This paper cites Text-based Talking Video Editing with Cascaded Conditional Diffusion.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Text-based Talking Video Editing with Cascaded Conditional Diffusion

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:42:32.112207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.655451Z digest=sha256:9d4057adce1780563b22351f594f3c125218a631b0af9ea9cf9cae4e9ba984dc

Observation 7ee745d7-dfcc-4819-893c-bed2e4b7139e · outbound

This paper cites ultralytics/yolov5: v6.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing ultralytics/yolov5: v6

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.822953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.665705Z digest=sha256:04875ca2d5d205f47d880e95a71389c0c457c83703799f59e3ef418b8e5b356f

Observation 521c2502-1795-4146-ad13-6ade0265f007 · outbound

This paper cites Vilt: Vision- and-language transformer without convolution or region su- pervision.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Vilt: Vision- and-language transformer without convolution or region su- pervision

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.800719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.674915Z digest=sha256:48cb3d28ab5deb27b88fe44e5459a2cf7dfabe69078bced67fc4bb8364748179

Observation c7a53771-99f1-4548-a29b-6de66bc4ec26 · outbound

This paper cites Segment any- thing.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Segment any- thing

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.774534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.684518Z digest=sha256:059f0ca6c82062a7d39b58ec860598535431127ddd8aa11cfabdc90c56dfad57

Observation 47f2576a-b26c-4b9b-ac2a-11040c167a98 · outbound

This paper cites AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T20:42:31.692746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:31.692746Z digest=sha256:5815055bcb5631b529cab8acb6e66c19c64567c4ee4fd973aaff4b1ff413796a

Observation 79454fb2-a119-498d-90c7-57f9f6afec31 · outbound

This paper cites Shape-aware text-driven lay- ered video editing.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Shape-aware text-driven lay- ered video editing

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.753052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.701768Z digest=sha256:e8dd70ead480576ce90c248bacb07746a6d5a7f9c1b8aa8d07f73de1193aed2f

Observation beca871b-6f7f-4781-9cc8-7c2bc8a4c4a8 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 17

Resolution
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no resolver link, observed 2026-08-10T20:42:31.708208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:31.708208Z digest=sha256:1b4cbe7d4a7665cb31b5bba73e7ebf6ec8f0a368a9a9668b1f275964741548fe

Observation 20cc6552-8158-4efe-a95c-7fd4a5cce111 · outbound

This paper cites Vidtome: Video token merging for zero-shot video editing.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Vidtome: Video token merging for zero-shot video editing

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.702555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.719066Z digest=sha256:1b2cfd686930953710aa69781aa4f4a60c77924e829a5f27856538b01b1ed79e

Observation ae2c48f6-4d0a-431f-8163-7adc9f0db45b · outbound

This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Grounding dino: Marrying dino with grounded pre-training for open-set object detection

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.676393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.729724Z digest=sha256:3ba56cea8dc927edecda30c2027016c5b4e532981c2b1efb14e4ff1474e9bfa8

Observation 2aae9f3b-ea1c-4fbd-80a5-d965136920b3 · outbound

This paper cites Video-p2p: Video editing with cross-attention control.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Video-p2p: Video editing with cross-attention control

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.646449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.737843Z digest=sha256:901546a8d996c7fb59bfadc99f091188992dc23299d107fd16194f9c713800a3

Observation 7818f995-9564-4e6d-b8b9-1c6be52192c9 · outbound

This paper cites TrailBlazer: Trajectory Control for Diffusion-Based Video Generation.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing TrailBlazer: Trajectory Control for Diffusion-Based Video Generation

Reference 21

Resolution
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no resolver link, observed 2026-08-10T20:42:31.744859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:31.744859Z digest=sha256:18cab3049730f5f8724d82363ef1ea3552488dd6c46026e7bdc8917566fe683c

Observation ee6f2988-171e-4fe0-9bea-86a3cafb8b7a · outbound

This paper cites Gazed–gaze-guided cinematic editing of wide-angle monocular video recordings.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Gazed–gaze-guided cinematic editing of wide-angle monocular video recordings

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.617147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.752271Z digest=sha256:8c750247dc60334860e6c1b86b5c809894ebed9f99992807da193763717e1734

Observation ad541a63-3434-4ea7-a4c6-be9aabd57398 · outbound

This paper cites Fatezero: Fus- ing attentions for zero-shot text-based video editing.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Fatezero: Fus- ing attentions for zero-shot text-based video editing

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.588539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.764726Z digest=sha256:76e5e8068c20d8ba8796e475125d931b208b3e121fc63b9c1d1990750a80d962

Observation 2540c33d-c6d7-4004-afa9-625c574a117f · outbound

This paper cites Enhanced end-to-end video editing: Adaptive customization of path, object, and motion dynam- ics.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Enhanced end-to-end video editing: Adaptive customization of path, object, and motion dynam- ics

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.561206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.779861Z digest=sha256:0feb628096278117a9b7c26a4b236c158214625b148331f725da4de63ccd61f0

Observation 1b9d67d4-c46f-4683-805a-662d556dcbc5 · outbound

This paper cites Pro- cedural crowd generation for semantically augmented virtual cities.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Pro- cedural crowd generation for semantically augmented virtual cities

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.533346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.791223Z digest=sha256:253401b461eda6b1a2b95a97e2ed9bc3606e11cd6206c569f15f6beb2016c869

Observation c3c4c8ca-a9d7-4fce-b741-b6e35ebebe80 · outbound

This paper cites Yolov7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Yolov7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T20:42:31.800012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:31.800012Z digest=sha256:d2cbb342c1554971847367a94215beea0947d8e4562ea1b5373c3d4922e905e4

Observation bd7b1a1b-5fee-4b89-82a7-80d80ec6358f · outbound

This paper cites Actionclip: Adapting language-image pretrained models for video action recognition.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Actionclip: Adapting language-image pretrained models for video action recognition

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.492677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.807770Z digest=sha256:2be362ab157045457ee3a62619a70d7c2c241d52cf7c532180b900e0536c56e9

Observation 8ad1278e-5828-4f00-ad50-a55d8667cae8 · outbound

This paper cites MedCLIP: Contrastive Learning from Unpaired Medical Images and Text.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T20:42:31.815860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:31.815860Z digest=sha256:4772a319bb2e83e2b8630775025a28992139ce9a5969d57b09b6f82e698bc105

Observation c9d04de6-7bf2-4d94-9cac-776af417d893 · outbound

This paper cites Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T20:42:31.825184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:31.825184Z digest=sha256:c3fe89424bbaa601a0f44fb815e6dcc702173ecb99c990560c3d61ddaafc0caf

Observation 93072393-8846-4e5d-b095-09bb36a68b05 · outbound

This paper cites Florence-2: Advancing a unified representation for a variety of vision tasks.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Florence-2: Advancing a unified representation for a variety of vision tasks

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.447522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.834435Z digest=sha256:98326afb392e0e91d3854780a77189d172bd5347e10310b9460acb366f477edc

Observation 0e1a16af-b1a6-41a4-9fec-753fb24a3d02 · outbound

This paper cites Temporally consistent semantic video editing.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Temporally consistent semantic video editing

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.421605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.844142Z digest=sha256:45def09de1c5c2f416d39bf8a239d0dee4fe866df5ef1da211128453b331cfcf

Observation 0f59556f-a314-4459-9846-2604fd3f692a · outbound

This paper cites Context-aware talking-head video editing.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Context-aware talking-head video editing

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.391770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.851364Z digest=sha256:18f01986cfcaa97a599753ca5e817b5e6bfbe4eb3eecdc8813082eb945a1ecb0

Observation 72ac9507-7d40-4dc9-aa4a-0c4538349109 · outbound

This paper cites Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability,Reproducibility, and Practicality.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability,Reproducibility, and Practicality

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:42:32.004189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.864250Z digest=sha256:a4e2f6dff6c7fbb962d79e66825e20afc51ed7290a62b98cb62cc57d4d93b403

Observation d4388d50-4b4b-4850-94d6-cf47385e8094 · outbound

This paper cites Motiondirector: Motion customization of text-to-video diffusion models.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Motiondirector: Motion customization of text-to-video diffusion models

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:42:32.353751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-10T20:42:31.873471Z digest=sha256:7cc65d1dc0eef67a99fe271c592ad2a5cc60580e7ad837d2ca5f1ae1937b64c2

Observation ae470dc1-653f-435b-b9e0-1552428baf80 · outbound

This paper cites Deformable DETR: Deformable Transformers for End-to-End Object Detection.

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Deformable DETR: Deformable Transformers for End-to-End Object Detection

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-10T20:42:31.879391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:42:31.879391Z digest=sha256:5cba9e208e406d5af3979f710683c9a851747edf4d8095182b2a1b236dcb63c5

Pith citing papers

No inbound Pith citation observations are available.