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Paper Citation Record · LEDGER

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos

As of 22 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2505.12911.

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

pith.paper-citation-record.v1
2505.12911 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:30:06.420460Z

measured 62 of 62 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

62 of 62 outbound references displayed

  • verified exact1
  • verified fuzzy57
  • unresolved3
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 45e42804-9feb-480f-8dd4-b5539ed981bd · outbound

This paper cites Ht-step: Aligning instructional articles with how-to videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Ht-step: Aligning instructional articles with how-to videos

Reference 1

Resolution
verified fuzzy
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Observation 56fdf679-590d-4642-9ab3-f8c9650018e0 · outbound

This paper cites Hiervl: Learning hierarchical video- language embeddings.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Hiervl: Learning hierarchical video- language embeddings

Reference 2

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Source-reported events for the cited work

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Observation 2f078745-a6a0-452f-b417-32d86eedece7 · outbound

This paper cites Video-mined task graphs for keystep recognition in instructional videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Video-mined task graphs for keystep recognition in instructional videos

Reference 3

Resolution
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Source-reported events for the cited work

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Observation 26ebc241-b16f-4c16-98eb-276467f4bf57 · outbound

This paper cites My view is the best view: Procedure learning from egocentric videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos My view is the best view: Procedure learning from egocentric videos

Reference 4

Resolution
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Source-reported events for the cited work

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Observation df0ccc7b-1d50-4a87-93f7-73ba95496688 · outbound

This paper cites United we stand, divided we fall: Unitygraph for unsupervised proce- dure learning from videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos United we stand, divided we fall: Unitygraph for unsupervised proce- dure learning from videos

Reference 5

Resolution
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Source-reported events for the cited work

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Observation 7e3bbf53-0418-47eb-b70d-c5e9d9f4f17b · outbound

This paper cites Soft-nms–improving object detection with one line of code.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Soft-nms–improving object detection with one line of code

Reference 6

Resolution
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Source-reported events for the cited work

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Observation 60e20065-b9cc-497b-8932-6eeca93aba0e · outbound

This paper cites Hier- archically organized behavior and its neural foundations: A reinforcement learning perspective.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Hier- archically organized behavior and its neural foundations: A reinforcement learning perspective

Reference 7

Resolution
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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.

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Observation 4f75e516-8fcc-4951-ae7a-853e6332f93e · outbound

This paper cites Opel: Optimal transport guided procedure learning.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Opel: Optimal transport guided procedure learning

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation 376ff796-fe2a-450b-9446-8493ab818ae9 · outbound

This paper cites Hierarchical schemas and goals in the control of sequential behavior.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Hierarchical schemas and goals in the control of sequential behavior

Reference 9

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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.

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Observation 34441b1d-4fe4-4155-867c-1a7d6759adb3 · outbound

This paper cites Carnegie mellon university multimodal activity (cmu-mmac) database, 2008.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Carnegie mellon university multimodal activity (cmu-mmac) database, 2008

Reference 10

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Source-reported events for the cited work

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Observation f054c801-b31e-4865-9587-dfd6c3d10c02 · outbound

This paper cites Step- former: Self-supervised step discovery and localization in instructional videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Step- former: Self-supervised step discovery and localization in instructional videos

Reference 11

Resolution
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Source-reported events for the cited work

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Observation 5a5ce427-d301-4e35-8c0b-a3322a63fc30 · outbound

This paper cites Self-supervised multi- task procedure learning from instructional videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Self-supervised multi- task procedure learning from instructional videos

Reference 12

Resolution
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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.

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Observation 61d22f11-06d7-4f8e-bec8-4fc700f434a2 · outbound

This paper cites Slowfast networks for video recognition.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Slowfast networks for video recognition

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation 11d2cd4a-2312-4162-9b40-8a194be778b5 · outbound

This paper cites Graph u-nets.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Graph u-nets

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation edb8a3a9-a5e7-42b7-8ccd-e46904675524 · outbound

This paper cites Omnivore: A sin- gle model for many visual modalities.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Omnivore: A sin- gle model for many visual modalities

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation da511d1c-9a36-45df-9dfb-01496876affb · outbound

This paper cites Amego: Active memory from long egocentric videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Amego: Active memory from long egocentric videos

Reference 16

Resolution
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Source-reported events for the cited work

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Observation d8562f4a-dfaa-4e96-977e-18f2fe0890a0 · outbound

This paper cites Ego4d: Around the world in 3,000 hours of egocentric video.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Ego4d: Around the world in 3,000 hours of egocentric video

Reference 17

Resolution
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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.

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Observation 7f3af399-d463-429f-a7c7-e8006e4a8526 · outbound

This paper cites LoRA: Low-rank adaptation of large language models.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos LoRA: Low-rank adaptation of large language models

Reference 18

Resolution
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Source-reported events for the cited work

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Observation 459b766f-3e18-4363-8549-fb1e8b2df59d · outbound

This paper cites Improving action segmentation via graph-based temporal reasoning.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Improving action segmentation via graph-based temporal reasoning

Reference 19

Resolution
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Source-reported events for the cited work

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Observation d8af38bb-33d9-40e3-9be3-429459d799cd · outbound

This paper cites Video re- cap: Recursive captioning of hour-long videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Video re- cap: Recursive captioning of hour-long videos

Reference 20

Resolution
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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.

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Observation 0f626497-96f1-4480-a6be-2506c73426ae · outbound

This paper cites Epic- tent: An egocentric video dataset for camping tent assembly.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Epic- tent: An egocentric video dataset for camping tent assembly

Reference 21

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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.

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Observation c2dce28f-d936-4e83-a3d0-b81fa34d9f39 · outbound

This paper cites Egotaskqa: Understanding human tasks in egocentric videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Egotaskqa: Understanding human tasks in egocentric videos

Reference 22

Resolution
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Source-reported events for the cited work

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Observation c214603c-0162-4539-b603-1eab8f701894 · outbound

This paper cites Quantifying and learning static vs.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Quantifying and learning static vs

Reference 23

Resolution
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Source-reported events for the cited work

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Observation 7e74927b-dcb5-4151-b8ff-592696a98ca7 · outbound

This paper cites Kuehne, A.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Kuehne, A

Reference 24

Resolution
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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.

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Observation 06421a5f-cad0-412e-8d92-a69ac54b162c · outbound

This paper cites The hungarian method for the assignment problem.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos The hungarian method for the assignment problem

Reference 25

Resolution
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Source-reported events for the cited work

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Observation 2a9f5095-60d9-4c0c-908f-7a4855f1993e · outbound

This paper cites Unsupervised action segmentation by joint representation learning and on- line clustering.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Unsupervised action segmentation by joint representation learning and on- line clustering

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation f3c3cf2c-61ce-480a-b435-a7ecb8401013 · outbound

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HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Set-constrained viterbi for set- supervised action segmentation

Reference 27

Resolution
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Source-reported events for the cited work

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Observation d04442b2-cd36-420a-bf18-5ed866426354 · outbound

This paper cites In the eye of beholder: Joint learning of gaze and actions in first person video.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos In the eye of beholder: Joint learning of gaze and actions in first person video

Reference 28

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation b158eb4e-24d3-457a-8f43-8071af8a4be3 · outbound

This paper cites Egocentric video-language pretraining.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Egocentric video-language pretraining

Reference 29

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation dd248ab3-de3a-4903-a988-0ef8ebf43280 · outbound

This paper cites Learning to recognize procedural activities with distant supervision.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Learning to recognize procedural activities with distant supervision

Reference 30

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation 43c4997e-f4df-45f0-b021-aa7464947c5c · outbound

This paper cites Egoschema: A diagnostic benchmark for very long- form video language understanding.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Egoschema: A diagnostic benchmark for very long- form video language understanding

Reference 31

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation a2b31082-d619-405e-87bb-4abf3cf09789 · outbound

This paper cites Learning to ground instructional articles in videos through narrations.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Learning to ground instructional articles in videos through narrations

Reference 32

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5f6a3304-23d4-4d94-8336-e400fb84ece4 · outbound

This paper cites Deep spectral methods: A surprisingly strong baseline for unsupervised semantic segmentation and localization.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Deep spectral methods: A surprisingly strong baseline for unsupervised semantic segmentation and localization

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.923963Z

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.

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Observation fd6845a5-eee0-46b8-8609-b95962712ecf · outbound

This paper cites Grounded human-object interaction hotspots from video.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Grounded human-object interaction hotspots from video

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.907080Z

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.

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Observation 805e5f7d-099d-4200-8ac6-87b164d4b69c · outbound

This paper cites Ego-topo: Environment affordances from egocentric video.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Ego-topo: Environment affordances from egocentric video

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.891144Z

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=2026-08-15T20:30:06.294087Z digest=sha256:84d291ecb1fd86f23d41e29cd6e7926c7103c5a219c1e7588e45d003fd5427e9

Observation 4bd9d4f8-cfa8-489c-9f4a-2b4300c7fb70 · outbound

This paper cites Procedure completion by learning from partial summaries.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Procedure completion by learning from partial summaries

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.875769Z

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=2026-08-15T20:30:06.298868Z digest=sha256:a9721ed232cd86e5e6a37116a649480203c8b455f419ef43159f4ed197254a20

Observation e2f142aa-129a-4059-b6d8-deb48d0c12cf · outbound

This paper cites A backpack full of skills: Ego- centric video understanding with diverse task perspectives.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos A backpack full of skills: Ego- centric video understanding with diverse task perspectives

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.860661Z

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=2026-08-15T20:30:06.303718Z digest=sha256:9b2c1efce4d45309b95cb84d066d364c594ce6322a35a78795436c61279575f7

Observation e691ab3b-ad36-4eae-b2ac-0e1c3da318ca · outbound

This paper cites Hier-EgoPack: Hierarchical Egocentric Video Understanding with Diverse Task Perspectives.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Hier-EgoPack: Hierarchical Egocentric Video Understanding with Diverse Task Perspectives

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-15T20:30:06.482833Z

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=2026-08-15T20:30:06.308359Z digest=sha256:093e5421ac789df1bcff480ba479ed49555d7030b1fe78d90d082826fc06ff88

Observation bf08f6d4-b46f-4da3-af20-cf404a5b860b · outbound

This paper cites Egovlpv2: Egocentric video-language pre-training with fusion in the backbone.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Egovlpv2: Egocentric video-language pre-training with fusion in the backbone

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.845716Z

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=2026-08-15T20:30:06.313576Z digest=sha256:5740e710d16b5958bfdc96fac1523e03e61b7b88eebdf9f8dfe21899c383825b

Observation fe6119b7-d2f0-4c16-836c-df7b9559d38e · outbound

This paper cites Unweavenet: Unweaving activity stories.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Unweavenet: Unweaving activity stories

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.831002Z

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=2026-08-15T20:30:06.318147Z digest=sha256:22e49d952c7e75414ea407b43953488736245808ac8c5c51ab6838c6af7379c6

Observation 2681d5aa-932c-41db-87db-e3420791db0f · outbound

This paper cites Meccano: A multimodal egocentric dataset for hu- mans behavior understanding in the industrial-like domain.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Meccano: A multimodal egocentric dataset for hu- mans behavior understanding in the industrial-like domain

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.815026Z

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=2026-08-15T20:30:06.322549Z digest=sha256:583a949c033eb99578b5c05bd39e412f72297bf6e3afda2ff242d7b2088d3064

Observation d9f34ec4-2b0d-4ee1-87a4-c9c981027f95 · outbound

This paper cites Neuralnetwork-viterbi: A framework for weakly supervised video learning.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Neuralnetwork-viterbi: A framework for weakly supervised video learning

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.800519Z

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=2026-08-15T20:30:06.327162Z digest=sha256:eb1c0da2029d71b73d5186d9e9ea9b01e65ad7da147029d675a6e56b54cc3ca8

Observation 90223e56-0e22-4346-b48b-9fc1161fba7d · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T20:30:06.331511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:30:06.331511Z digest=sha256:1b9ec5a60c5511bdffdbb5d29b09cbedbf41c75a8525f463d69a61ef95f11d63

Observation 3eb87e5a-94c0-4f1b-969a-3e52119463e5 · outbound

This paper cites Temporally-weighted hierarchical clustering for unsupervised action segmentation.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Temporally-weighted hierarchical clustering for unsupervised action segmentation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.781584Z

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=2026-08-15T20:30:06.336445Z digest=sha256:bdeca062af291a89a339303b8a640e96d06a281f0508ecac2ff9421a3bd7b5df

Observation dbc5b0e7-b714-458b-ae97-0b49001b980a · outbound

This paper cites Differentiable task graph learning: Procedural ac- tivity representation and online mistake detection from ego- centric videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Differentiable task graph learning: Procedural ac- tivity representation and online mistake detection from ego- centric videos

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.766228Z

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=2026-08-15T20:30:06.341606Z digest=sha256:9cd1e6574d4e2e06ceeedfd9304a0cfb95bb7697929908c4a5233e9b61b8e382

Observation ffb2e192-43dd-4f0a-b3d3-d38c2070400e · outbound

This paper cites Progress-aware online ac- tion segmentation for egocentric procedural task videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Progress-aware online ac- tion segmentation for egocentric procedural task videos

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.751166Z

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=2026-08-15T20:30:06.346241Z digest=sha256:9558527a7d0286561f2b91002f4df9249d3e94633c0fc3b3c7f90238c1cc940a

Observation fd07cfc3-83f3-44ee-a5e3-69a57732db5c · outbound

This paper cites Normalized cuts and image segmentation.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Normalized cuts and image segmentation

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.735877Z

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=2026-08-15T20:30:06.350698Z digest=sha256:27b79fa940e762eb4c70ca9bb3641abf38be93b407fa8a6f1905e8a6c7ab47ce

Observation f6eeda2e-3564-41a3-ab9f-5bfb389460fb · outbound

This paper cites Ego4d goal-step: To- ward hierarchical understanding of procedural activities.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Ego4d goal-step: To- ward hierarchical understanding of procedural activities

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.721507Z

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=2026-08-15T20:30:06.355227Z digest=sha256:a77e16f99023cb2006fd98f0731f150bce4538e01e6f218181a6e16a57a5d6fc

Observation 1ece5c05-d9f8-4c4c-a05c-d7a4891b75af · outbound

This paper cites Combining em- bedded accelerometers with computer vision for recognizing food preparation activities.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Combining em- bedded accelerometers with computer vision for recognizing food preparation activities

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.705836Z

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=2026-08-15T20:30:06.359961Z digest=sha256:899c16100fb13f1ab27788d8071e7ec156ec5c15c92fc0ba3637d93180e4b776

Observation 44be67e6-09c4-42d5-adae-4e675751532f · outbound

This paper cites Videomae: Masked autoencoders are data-efficient learners for self-supervised video pre-training.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Videomae: Masked autoencoders are data-efficient learners for self-supervised video pre-training

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.687507Z

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=2026-08-15T20:30:06.364261Z digest=sha256:b0e7984fa8e8b9fa597eddf8a75b23db043c3da6c32ff1f3ce2531f701cf8093

Observation 3df0ded6-a048-4021-85de-40cc50eeeb7b · outbound

This paper cites A tutorial on spectral clustering.Statis- tics and computing, 17:395–416, 2007.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos A tutorial on spectral clustering.Statis- tics and computing, 17:395–416, 2007

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.672399Z

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=2026-08-15T20:30:06.368983Z digest=sha256:16dc8b9a800d187e0905af31882b9a1b98df59b8e7aca06c4f116933612434b8

Observation 7aae1952-28a4-462e-89ce-74a19332ddb5 · outbound

This paper cites Ego-only: Egocentric action detection without exocentric transferring.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Ego-only: Egocentric action detection without exocentric transferring

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.656453Z

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=2026-08-15T20:30:06.373463Z digest=sha256:ae48ed7819c7e1ad10f50b64272a7eda89df866c1e5380a6b865529804b3527f

Observation 792c9ef7-9c75-4037-b203-610ff96e6448 · outbound

This paper cites Videocutler: Surprisingly simple unsuper- vised video instance segmentation.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Videocutler: Surprisingly simple unsuper- vised video instance segmentation

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.639583Z

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=2026-08-15T20:30:06.378423Z digest=sha256:0ffdae5a66b9fa88c145ad4c42d926d2f201b8b08e75a5906a2a10dbc0c13339

Observation 21deb3a0-3bfd-4d4d-b331-e26b1c5db834 · outbound

This paper cites Tokencut: Segmenting objects in images and videos with self-supervised transformer and normalized cut.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Tokencut: Segmenting objects in images and videos with self-supervised transformer and normalized cut

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.625168Z

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=2026-08-15T20:30:06.382832Z digest=sha256:1f9b0a39d40bb54dc18d018b216a41d228e55926c7105d4648a1999637f30825

Observation e18c4e50-baa9-405b-95aa-a936a6b7ef9a · outbound

This paper cites Actionformer: Localizing moments of actions with transformers.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Actionformer: Localizing moments of actions with transformers

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T20:30:06.387273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:30:06.387273Z digest=sha256:48ec023032e15bc16a83eecb9ee031cc8400be0cbc6cac1740557a31ee9a767c

Observation 2d8795e2-f073-4ec9-8d3c-aa672d7edec2 · outbound

This paper cites Span-based localizing network for natural language video lo- calization.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Span-based localizing network for natural language video lo- calization

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.599834Z

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=2026-08-15T20:30:06.391884Z digest=sha256:a79d86c1bd09e26103ceb63e95020734a5789f4afe105724337b59a26de87336

Observation f0182190-b82a-4983-8d05-fe9599d41a51 · outbound

This paper cites Learning video representations from large language models.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Learning video representations from large language models

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.582991Z

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=2026-08-15T20:30:06.396503Z digest=sha256:884e01c9ece1b821ef931223b6ce6f38d04306567af8595c25a91c795e2e8004

Observation 6c4aa608-29fb-4745-bbe1-75fe95facc12 · outbound

This paper cites Learning procedure-aware video rep- resentation from instructional videos and their narrations.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Learning procedure-aware video rep- resentation from instructional videos and their narrations

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.564928Z

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=2026-08-15T20:30:06.400852Z digest=sha256:33e30b875d835ce60e09b431b55ade493bfc640638b90976e10d7dd42c644a15

Observation dc7c8c08-63a6-4d65-b8f1-f0c13bc0c17b · outbound

This paper cites Procedure-aware pretraining for instructional video understanding.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Procedure-aware pretraining for instructional video understanding

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.549273Z

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=2026-08-15T20:30:06.405523Z digest=sha256:43ad4ed068b4a5cf161d895a4d5d122fdef75b3cd8d7dacf20fc72e88ded4dfb

Observation cd410063-c49d-4ba2-9e5e-ef97071e73f6 · outbound

This paper cites Towards automatic learning of procedures from web instructional videos.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Towards automatic learning of procedures from web instructional videos

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.533119Z

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=2026-08-15T20:30:06.410202Z digest=sha256:46f3273b5fd5c1a139ac7cd565d5814f2c03189671a6b3e5665ddc0b42951301

Observation 64e45859-01b4-4561-8c2b-9739b3049f64 · outbound

This paper cites #C C stirs food in a frying pan with a spoon in his right hand.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos #C C stirs food in a frying pan with a spoon in his right hand

Reference 61

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T20:30:06.514838Z

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=2026-08-15T20:30:06.414956Z digest=sha256:f9994f206ba054c21e8643a89a0ac22d715127f9c3009e6fc3ad104cb4ac8ea7

Observation e0c06afe-15b2-431e-a3cf-414c2f184a12 · outbound

This paper cites Bake or roast ingredients in oven.

HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos Bake or roast ingredients in oven

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:30:06.498846Z

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=2026-08-15T20:30:06.420460Z digest=sha256:b5d7ed2e05e49397d6f4ce11de00b73b37cdd1f1ba973578ecfae3c67ee8d5f6

Pith citing papers

No inbound Pith citation observations are available.