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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.559158Z digest=sha256:3177c8beaa0ce9071470aab80018dd49121919f502216944ebb01ccf459d486b

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

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.570712Z digest=sha256:be7f350926e3517ee6c3670bddad9ab1b26e906948f56493309a7fbee6edab89

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.578175Z digest=sha256:7e165209666ff9753bb8153e3e1712ab470c3aea2e8e360eb6bd688749c8ad2b

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:db66923baad6db18466dd097af05800b878b68bcda47aba1c108a9c5797b0ff3

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

Resolution
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=sha256:98e6d4b62a48093d53d3abae2a5904d2128b9b61e8bad731b9ae3963741d0e14

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=sha256:4a78947f60ce66d1f4e1f78d7897ec97bed4fbf222102cd7a55a7a2a5a4ad6e6

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

Resolution
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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.618642Z digest=sha256:e2da8e972550aee9623dd430b2d124e589fde0da057e0ecf33c87437ae7df75f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.629915Z digest=sha256:7f367ed4fbd317ace5c5bbb5c81bab50fc46f4aff5a8980f09af282c119d1656

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=sha256:08381f5c3389ac353622547913e859ae57e873437dc7afdd6e7861d0fe946ba1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.647850Z digest=sha256:2f179c3ae5ca540f364d547db6ea7af0597d22af8b2d7fb520d93187be70ca34

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.655451Z digest=sha256:7264d3be847cc1753473c01551848264095e0e318b56b6b65707c80a0ad1c8d8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.665705Z digest=sha256:ead8e67e331f4c066b777fc499ad36897c4864b306dd0f1065ea4fa02608f299

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.674915Z digest=sha256:88ef0449e606e3bbc809a69a1c02d596d326e1563d43b8dd7e54088634d561bd

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.684518Z digest=sha256:d55310e06fe540c4cd8656d966178d85e4e8798dd3a903078606a6a778e0b852

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:fdbd98974e5ee62c3ba635b6c4635caf0f9731c250013f7879c8eedde028b470

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.701768Z digest=sha256:80d570b9de31da83d40eb35c3269e5418dccf63a3187932de3af0be330598458

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

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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=sha256:9a68daa2ce41c800dda5c9c6fe9c20b8674b0e1c40216cf26a840aa149f8fb06

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.719066Z digest=sha256:df2c5342a306fa9bd53e768604181c23f96f7285458d9375b628a465a4b6e0e5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.729724Z digest=sha256:d24885151a6fb4402be57789ca6a4a8ce52593b994857aef79a45369979a5802

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.737843Z digest=sha256:0df1651816461aa4f6d006c1c92497bfdee73110c8636e04efda2a7ce491dab1

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
unresolved
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:a1ec94cc957a71bc4809ee586fa277d1dc046b347b23289a0a06b309f9628047

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.752271Z digest=sha256:a079767c4e5eb96abe09cd71e92081e31de875b44f22c8b949fc0eb2669bc9ef

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.764726Z digest=sha256:40ad97045d5de02d837f74ee98f62476d4749733c302e0d8cbccf9a80f5ce936

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.779861Z digest=sha256:a4f0b6a1713de79f1ebf6805920af013983ae8f2fde3d807a66c29e077674da4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.791223Z digest=sha256:9fe56221493d230f594d3f0ee7c0c9af7d6e0fdafef70bcbf3cd6db61ae7237a

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=sha256:0a73fcf41cca8ed7633a9a8d4db490d20ae27efaacc532052baf1e9d26329222

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.807770Z digest=sha256:f1afcd4aafe0fd826a8be699602932ecfd2d4921bc2077cb7a1858a2604a17c4

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:dbc5b82ecf7d3d1175aed52bf398854159dc472a818c056084bf45d19a450548

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=sha256:263b6eac12bcc15f1aadf1fde955c9349eb170503316e4f722a018e23ca0b184

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.834435Z digest=sha256:c0d11bcda410e36a2daed3a21295f96c7551359ef7d5d77701c1c20f106bdc20

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.844142Z digest=sha256:573c4201853d357187da086245df984335442312a1661ab8d42c83146b768330

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.851364Z digest=sha256:5cbf6e3ee013121a7deeb73dbb3095aef638a5738adeb5979b518f90b73fc287

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.864250Z digest=sha256:ad2234b5cef9d68ffa8d45fb298c2c11d1478c3e3b82bc2157111faf95e6fa4a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:42:31.873471Z digest=sha256:9cabf95a6392d81a1d4c8ffcbdc17455fc7d39bd9e87bbe7b9832961ac827a18

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=sha256:3772ac8a2449ef24a1d35cfc82e4a573d987a986d26b21d284a2520435de6a6c

Pith citing papers

No inbound Pith citation observations are available.