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Paper Citation Record · LEDGER

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector

As of 9 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2506.23282.

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

pith.paper-citation-record.v1
2506.23282 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:54:44.068042Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

64 of 64 outbound references displayed

  • verified exact0
  • verified fuzzy46
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e1ff1233-dc80-484e-868f-8314360bf6b4 · outbound

This paper cites Ub- normal: New benchmark for supervised open-set video anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Ub- normal: New benchmark for supervised open-set video anomaly detection

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 632e94ab-5b68-4cf6-8d8d-0d7028141989 · outbound

This paper cites All are worth words: A vit backbone for diffusion models.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector All are worth words: A vit backbone for diffusion models

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 48d123c4-2575-4e8e-8ee0-60ec92f512b0 · outbound

This paper cites One transformer fits all distributions in multi-modal diffu- sion at scale.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector One transformer fits all distributions in multi-modal diffu- sion at scale

Reference 3

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation a356b473-64a2-4e8d-acfb-b63af3e62c0e · outbound

This paper cites Ssmtl++: Revisiting self- supervised multi-task learning for video anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Ssmtl++: Revisiting self- supervised multi-task learning for video anomaly detection

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 272bc255-c218-429d-ae4b-63289f394661 · outbound

This paper cites Appearance-motion memory consistency net- work for video anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Appearance-motion memory consistency net- work for video anomaly detection

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 34426c54-1eee-4e4f-9afe-f4c43d0b4b79 · outbound

This paper cites A new comprehensive benchmark for semi-supervised video anomaly detection and anticipation.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector A new comprehensive benchmark for semi-supervised video anomaly detection and anticipation

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.656749Z digest=sha256:ffc7441e783f2b177a9f34e94b3321badda9667f7da46e5b2f86cfd59bc947a9

Observation 055dcb9c-3bf8-48e0-8cac-c04478ad2014 · outbound

This paper cites Context recov- ery and knowledge retrieval: A novel two-stream framework for video anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Context recov- ery and knowledge retrieval: A novel two-stream framework for video anomaly detection

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.667350Z digest=sha256:b79b3c559b6371442b69d40ab62c20dc0e996a6a4b718a7ea2178b02b921d7d7

Observation c975e482-a7a8-4962-a8d0-e58c148fd70b · outbound

This paper cites Scene-dependent prediction in latent space for video anomaly detection and anticipation.IEEE transactions on pattern analysis and machine intelligence, 2024.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Scene-dependent prediction in latent space for video anomaly detection and anticipation.IEEE transactions on pattern analysis and machine intelligence, 2024

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.687395Z digest=sha256:9c3fd22b1e5c8a8959bdbc0945e36f70d91d19720d66be97064bf8bf8e1007f9

Observation a94017c1-fa95-43e7-bdcd-7fdfcee95987 · outbound

This paper cites Anomaly detection: A survey.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Anomaly detection: A survey

Reference 9

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.698713Z digest=sha256:3908d7d5cc1281eff64e66236b619c1343a7807f0edfe2d9a8c1c8ae4a3a131c

Observation 5c58118d-e3b7-4e6e-b27a-4771659b4447 · outbound

This paper cites Clustering driven deep autoencoder for video anomaly de- tection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Clustering driven deep autoencoder for video anomaly de- tection

Reference 10

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raw_fallback, observed 2026-08-06T21:54:45.025306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.704827Z digest=sha256:38a0a26ae8e7e9ffd3f0b97d04bc4bbe01674f9a104f6d9508a609f990c52de8

Observation 90eb5e78-d801-4f58-9cf7-7ef46a405d26 · outbound

This paper cites Mmtracking: Openmm- lab video perception toolbox and benchmark.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Mmtracking: Openmm- lab video perception toolbox and benchmark

Reference 11

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raw_fallback, observed 2026-08-06T21:54:45.007419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.709849Z digest=sha256:004b9fcfa886162bf85b816bf69fae06af6c16c2839aa10f92728d4c1d0bb67e

Observation 485e1eb3-8f78-4d70-befe-13dfc327e684 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 12

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no resolver link, observed 2026-08-06T21:54:43.716444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:43.716444Z digest=sha256:2cab0757a63a74c9dde58a032767af81a55aafeb5c88f2923075f7d921150d96

Observation 85a23121-a112-49f8-86ba-afcbab521ffe · outbound

This paper cites Anomaly detection with bidirectional con- sistency in videos.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Anomaly detection with bidirectional con- sistency in videos

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.970601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.722363Z digest=sha256:f625d3bdec983ca53c7dc6343351eec313e6b77649db2aa20136d32fac1cdb83

Observation ebf20565-37ce-4eb4-9cb9-d094219e446d · outbound

This paper cites Multimodal motion con- ditioned diffusion model for skeleton-based video anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Multimodal motion con- ditioned diffusion model for skeleton-based video anomaly detection

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.952817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.727796Z digest=sha256:911c8a00e924742ef0c84dbb5fb1830adfa9b9cd6e2f37982bf0e71506f0dbbb

Observation f2e82320-0978-4d51-ab96-13fc88b9c918 · outbound

This paper cites Anomaly detection in video via self- supervised and multi-task learning.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Anomaly detection in video via self- supervised and multi-task learning

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.935491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.733905Z digest=sha256:dc213d8edd16de87a9dc58897e9c2df97e66b842a4e24071b33f150d98c8c8d2

Observation 9542842a-b95c-4db4-a949-a8002bfbc393 · outbound

This paper cites A background-agnostic framework with adversarial training for abnormal event detection in video.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector A background-agnostic framework with adversarial training for abnormal event detection in video

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a9f37b9b-feed-49e5-8946-9e31b86707fb · outbound

This paper cites Memorizing normality to detect anomaly: Memory-augmented deep autoencoder for unsupervised anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Memorizing normality to detect anomaly: Memory-augmented deep autoencoder for unsupervised anomaly detection

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 80f51eb3-fc1f-4f20-94a9-4594bc08210a · outbound

This paper cites Learning temporal reg- ularity in video sequences.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Learning temporal reg- ularity in video sequences

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 023e7215-9c08-4314-90d1-91045eddf880 · outbound

This paper cites Normalizing flows for human pose anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Normalizing flows for human pose anomaly detection

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 39d230b3-a334-4a9d-bfae-fd888173b6f5 · outbound

This paper cites Denoising dif- fusion probabilistic models.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Denoising dif- fusion probabilistic models

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7c4875a2-f182-46e6-932b-89f22e646964 · outbound

This paper cites Estimation of non- normalized statistical models by score matching.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Estimation of non- normalized statistical models by score matching

Reference 21

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no resolver link, observed 2026-08-06T21:54:43.783401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3794edca-98a0-46d0-a116-c777a5b5288e · outbound

This paper cites Object-centric auto-encoders and dummy anomalies for abnormal event detection in video.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Object-centric auto-encoders and dummy anomalies for abnormal event detection in video

Reference 22

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raw_fallback, observed 2026-08-06T21:54:44.812916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation ce682755-3912-4678-b67b-9ad0db2a62e7 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Adam: A Method for Stochastic Optimization

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d38beb45-8b57-4444-8f91-3a2307b6ae4c · outbound

This paper cites Variational abnormal be- havior detection with motion consistency.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Variational abnormal be- havior detection with motion consistency

Reference 24

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raw_fallback, observed 2026-08-06T21:54:44.797148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.802196Z digest=sha256:70c410020747091121803dad01a4ecb9e794df51cb30ecc96b19cf0954523a87

Observation 048dab73-1fbb-4920-b845-e203797e915b · outbound

This paper cites Microsoft coco: Common objects in context.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Microsoft coco: Common objects in context

Reference 25

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no resolver link, observed 2026-08-06T21:54:43.807498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:43.807498Z digest=sha256:b5bfb23e0b41c22fb51f2402dfe8858dab01528710709a54961dbc6f24cea27f

Observation 5196c66c-52e5-49a9-a29e-bd41b54272d5 · outbound

This paper cites Key frame extraction from mpeg video stream.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Key frame extraction from mpeg video stream

Reference 26

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raw_fallback, observed 2026-08-06T21:54:44.758918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.813127Z digest=sha256:f672270554c92fa3a5daa2d776ed2c093cec01d44136acecd6ef2847b8f862f9

Observation 853d65f7-2423-44be-9027-1ce83daa995f · outbound

This paper cites A kernelized stein discrepancy for goodness-of-fit tests.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector A kernelized stein discrepancy for goodness-of-fit tests

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.744909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 84b5a67b-c207-4c71-9611-b550c8c71824 · outbound

This paper cites Fu- ture frame prediction for anomaly detection–a new baseline.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Fu- ture frame prediction for anomaly detection–a new baseline

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.729885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.823837Z digest=sha256:808c841610fa44beb931fa0ab83c8b4b904d591cbab77b2b02efbfb8ec660844

Observation 0dae72ea-1d73-429a-9a94-52891ea11c60 · outbound

This paper cites A hybrid video anomaly detection framework via memory-augmented flow reconstruction and flow-guided frame prediction.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector A hybrid video anomaly detection framework via memory-augmented flow reconstruction and flow-guided frame prediction

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.714343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.828327Z digest=sha256:8789fc982d0ab4600fc61c8bb39be8b5d33a3f00552b8b3dc2cfac0c3329ac5a

Observation e3f37a6d-7305-4f82-a1ea-7e460a9d187f · outbound

This paper cites Abnormal event detec- tion at 150 fps in matlab.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Abnormal event detec- tion at 150 fps in matlab

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.695471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.835100Z digest=sha256:c034a07f5fc76f73d4741749a0d98f16c6c06ba88350d242f333bdca4ccbd9c9

Observation 47b7a39f-c390-448b-970a-3f560200e360 · outbound

This paper cites Learnable locality-sensitive hashing for video anomaly de- tection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Learnable locality-sensitive hashing for video anomaly de- tection

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.679365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.840693Z digest=sha256:0e026358b8d5febba121bc427cbdbcd93360b096a89eca1b68b928e7c68af0eb

Observation 402bdec0-865d-4b28-8b7f-cdaa51b68144 · outbound

This paper cites A revisit of sparse coding based anomaly detection in stacked rnn framework.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector A revisit of sparse coding based anomaly detection in stacked rnn framework

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.661296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.846673Z digest=sha256:6ba09046b4d0b57e9443ddc399ce8ec77949534b07758bec998c76e2fdef73cd

Observation 1ab7c11e-9f2b-4d26-aa4a-5c4243fad2fd · outbound

This paper cites Fu- ture frame prediction network for video anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Fu- ture frame prediction network for video anomaly detection

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.644481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.852531Z digest=sha256:389283930bd2e099186074727c1d0452949fc2fcbc45c1667fa97378bdea5c64

Observation 48f6aa08-856b-4a27-b9fd-1f6b831b818c · outbound

This paper cites Learning normal dynamics in videos with meta prototype network.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Learning normal dynamics in videos with meta prototype network

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.627650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.864852Z digest=sha256:1d696c83bdcd5bb1c841120d33014423a99067279927c414edabbcb452c2d145

Observation e5f76815-622c-4bd8-9ff8-75f02916510c · outbound

This paper cites Latte: Latent Diffusion Transformer for Video Generation.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Latte: Latent Diffusion Transformer for Video Generation

Reference 35

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unresolved
no resolver link, observed 2026-08-06T21:54:43.871155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:43.871155Z digest=sha256:0a16f3c10302f56d6fa7d41f0ab9cf1821d21b3f4c6804aa0b9b9506c6ec8e63

Observation 34b27ec9-2b63-4ee9-8605-c797a032d75d · outbound

This paper cites Multiscale Score Matching for Out-of-Distribution Detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Multiscale Score Matching for Out-of-Distribution Detection

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T21:54:43.876263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:43.876263Z digest=sha256:c5aab3398b6588c7a3eab3d6f7199ea240c101866dc67220a1b92a30258ec563

Observation e1dfa741-c8a6-44d0-93b4-8bfa6d05aeaa · outbound

This paper cites Deep multi-scale video prediction beyond mean square error.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Deep multi-scale video prediction beyond mean square error

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T21:54:43.904747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:43.904747Z digest=sha256:768c11e87f66b9e09a0dc5a1536863dc3208b3104dfe422d3a234a4cea478158

Observation 7f1946af-6a1a-4df3-b2c2-58fdb9bf755f · outbound

This paper cites Mulde: Multiscale log- density estimation via denoising score matching for video anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Mulde: Multiscale log- density estimation via denoising score matching for video anomaly detection

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.612593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.910463Z digest=sha256:f12bc37fc1beb828a2f121bd29b8702d3621dd64bf99e653be05a91d16fd7cad

Observation 0baa3fb8-2516-411a-9dc5-d8c92af94f03 · outbound

This paper cites Dit-3d: Exploring plain diffusion transformers for 3d shape generation.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Dit-3d: Exploring plain diffusion transformers for 3d shape generation

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T21:54:43.926032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:43.926032Z digest=sha256:bd60bb8ae1b0a024eb0033cf42e58d67d73cd410d984d32421c43774a53954b1

Observation 984f56e5-3235-4ddd-bbe5-46b98836dbbb · outbound

This paper cites Anomaly detec- tion in video sequence with appearance-motion correspon- dence.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Anomaly detec- tion in video sequence with appearance-motion correspon- dence

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.589780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.931527Z digest=sha256:61612fa0b63cc8b51c1e5ba1bbe26cacff428062ace35b80367d8ab4cf01eaf1

Observation ef228900-c0af-4e2f-aa3a-578fa7b7ab8e · outbound

This paper cites Learning memory-guided normality for anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Learning memory-guided normality for anomaly detection

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.565866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.935979Z digest=sha256:8dc8b4d901a6cf7a10c1861181ab6c87b4985df404321532e89349ec4f4511ed

Observation 44e37a20-e996-45bf-9939-633ce2577ab1 · outbound

This paper cites Pytorch: An im- perative style, high-performance deep learning library.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Pytorch: An im- perative style, high-performance deep learning library

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.550430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.940869Z digest=sha256:9365ea048b67917e354c7449e1b8b660da42b5f6fba5fc1b81c5e91ea2f4850b

Observation eaebdb34-45c3-499b-b01f-e758380b643b · outbound

This paper cites Scalable diffusion models with transformers.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Scalable diffusion models with transformers

Reference 43

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unresolved
no resolver link, observed 2026-08-06T21:54:43.950125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:43.950125Z digest=sha256:6a6204b6ee95155e77cc1048763bf4fc18b46147134c1df6aaaac6933fa1124e

Observation d80a0f1c-dda5-4739-bc00-db8ccd69a1f3 · outbound

This paper cites A survey of single-scene video anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector A survey of single-scene video anomaly detection

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.523949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.958221Z digest=sha256:c0cf2f9031932d191887a7333203a0e5bbbc7af98d0ee144eab87becf328adee

Observation 1cae7235-a7b4-48d7-ad5f-520163d4e0ed · outbound

This paper cites An Attribute-based Method for Video Anomaly Detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector An Attribute-based Method for Video Anomaly Detection

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T21:54:43.963230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:43.963230Z digest=sha256:e19afd47af5422cf803d2b7553cdbfd37f89a66db31aee546d4edb538008b7ee

Observation 88cb4b09-3b46-41bc-87fc-815c3193100d · outbound

This paper cites Self-distilled masked auto-encoders are efficient video anomaly detectors.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Self-distilled masked auto-encoders are efficient video anomaly detectors

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.508702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.969060Z digest=sha256:b860d6346ab4d2ccbf36b8199a29e91b0a9a55993977489d7db3867969eb5850

Observation b5e1b759-01d9-44e8-a7c3-05e8af4f23ad · outbound

This paper cites Multi-timescale trajectory predic- tion for abnormal human activity detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Multi-timescale trajectory predic- tion for abnormal human activity detection

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.492024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.974838Z digest=sha256:57b74cfd2105ac0fbffdd21b0bb1a2ab1eac2e08372e96dad8c32927665a0223

Observation 33db8020-89f6-4a8f-8bab-885e14de505f · outbound

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

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector High-resolution image synthesis with latent diffusion models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T21:54:43.979134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:43.979134Z digest=sha256:0fae9e70dfe5bc5933219bbac3b6b7d26e7e8d1c476977d204e074d1b2afb9a9

Observation faf890b5-a0ad-4e2b-aadb-f5284d7aa0cb · outbound

This paper cites Learning normal patterns via adversarial attention-based autoencoder for abnormal event detection in videos.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Learning normal patterns via adversarial attention-based autoencoder for abnormal event detection in videos

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.457285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.984808Z digest=sha256:5baee4329e5e0c58f7a91ae3f9f469a95f7c999719533e85612c2616c3aa2ff9

Observation 603d34fe-f65f-48fd-9be5-0007f5bec8fe · outbound

This paper cites Generative modeling by esti- mating gradients of the data distribution.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Generative modeling by esti- mating gradients of the data distribution

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.442662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:43.989316Z digest=sha256:ecaa585ead3a7622448db1bf0b8207e6a593eb74df9f0764b455a4baa147e07e

Observation 55462638-7e39-48fa-a6c4-e0c08b41c11d · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Score-Based Generative Modeling through Stochastic Differential Equations

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T21:54:43.993262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:43.993262Z digest=sha256:229c0209d9ddb11573a6ed5952c0d8964c42bae2f524ef3d86b1260d55c8c0b9

Observation 92b986e2-b8da-4b14-84de-40a979abb269 · outbound

This paper cites Hierarchical semantic contrast for scene-aware video anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Hierarchical semantic contrast for scene-aware video anomaly detection

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.428009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:44.005505Z digest=sha256:fa75f539faeb234ae42d49c86a651e35dfd605baca6901e44c97972766a9e876

Observation 714a9518-901e-4ad9-ae3e-1e68269d887d · outbound

This paper cites Attention is all you need.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Attention is all you need

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T21:54:44.011678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:44.011678Z digest=sha256:d1615f5c4daac4157ac95288656c0ea44b2a001a146d1e2f1f180826e5457d6a

Observation 8d966b04-be14-4e72-921e-bf4e941e71a7 · outbound

This paper cites A connection between score matching and denoising autoencoders.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector A connection between score matching and denoising autoencoders

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.402888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:44.016794Z digest=sha256:60ccfd826dccbdd2f486fcca32bdcf813150200fb0574c87e393cb381deb368f

Observation 58cff901-9277-47af-b8d6-698a5a06cea7 · outbound

This paper cites Video anomaly detection by solving decoupled spatio-temporal jigsaw puzzles.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Video anomaly detection by solving decoupled spatio-temporal jigsaw puzzles

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.386352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:44.021045Z digest=sha256:eb09278f79a1d5b40c479e3ebb4a05894505e2d503566666d7fbe0b6a719e528

Observation 1b542dcb-2eec-42df-a201-15f0f347df19 · outbound

This paper cites A deep one-class neural network for anomalous event detection in complex scenes.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector A deep one-class neural network for anomalous event detection in complex scenes

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.339451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:44.027101Z digest=sha256:345b5fb291950fc45903fe7627e1c85243fea0ed70aadbc2f7bcb2175b727c3f

Observation 716f6a03-d912-4786-b901-9d85a896021f · outbound

This paper cites Feature prediction diffusion model for video anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Feature prediction diffusion model for video anomaly detection

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.324297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:44.031598Z digest=sha256:d33f6994baafa38d428fbb04d4e5ad5e51cfbb4c4b92b1502121fda7c61b4f74

Observation 36a977ac-a5d1-4f21-8a7e-5d8c2d8aa071 · outbound

This paper cites Video event restoration based on keyframes for video anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Video event restoration based on keyframes for video anomaly detection

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.309525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:44.038958Z digest=sha256:510d8380f0a2b3433ab4058d4048a42b681540e99161584aa4fa62a12584895d

Observation d4be2ffe-10df-4d9c-8958-b8f24a2c2a8e · outbound

This paper cites Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T21:54:44.043970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:44.043970Z digest=sha256:ef77ad7aa6542f2ee82b03654b8659133e5f18fa5474ad0bd55754d69b261127

Observation 478bfce2-b326-4156-85d8-04ca467f05c3 · outbound

This paper cites Old is gold: Redefining the adversarially learned one-class classifier training paradigm.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Old is gold: Redefining the adversarially learned one-class classifier training paradigm

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.294326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:44.048849Z digest=sha256:5964ae6559ec784d80550bdc17eee87213d4ea1bec92c6b2c797ee8565a004f4

Observation a7531b36-3081-42c1-9bb5-75b40a3ef187 · outbound

This paper cites Bytetrack: Multi-object tracking by associating every detection box.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Bytetrack: Multi-object tracking by associating every detection box

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.274606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:44.053731Z digest=sha256:ddfb5e09eaf9d21e8d994464fe14fb6412de721182712ff35e8a7ee642530f93

Observation 8568f7ba-128d-4ac7-be55-a82448b00251 · outbound

This paper cites Graph convolutional label noise cleaner: Train a plug-and-play action classifier for anomaly detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Graph convolutional label noise cleaner: Train a plug-and-play action classifier for anomaly detection

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T21:54:44.058426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:44.058426Z digest=sha256:79e729598224a55fd5cd412d8f945a4043e3f81be82372c37b796b71b8d5b0ba

Observation 7bb3d609-96f9-4744-88e9-5224624e0dd2 · outbound

This paper cites Spatial–temporal convolutional neural networks for anomaly detection and localization in crowded scenes.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Spatial–temporal convolutional neural networks for anomaly detection and localization in crowded scenes

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:54:44.248311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:54:44.063323Z digest=sha256:d9d8b0924fa9d14890763129fc31a5793bb7783c13e4c0fdba9c5ad149d0ce31

Observation 6c7ea0b3-669f-425e-bc47-fc0a16ca7ecc · outbound

This paper cites Motion-Aware Feature for Improved Video Anomaly Detection.

Autoregressive Denoising Score Matching is a Good Video Anomaly Detector Motion-Aware Feature for Improved Video Anomaly Detection

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T21:54:44.068042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:54:44.068042Z digest=sha256:ffecd394e2b4d8381cb32758f3cb510ac5c2a3b016ee90a36fa0f7bea893e575

Pith citing papers

No inbound Pith citation observations are available.