Paper Citation Record · LEDGER

Multi-level and Multi-modal Action Anticipation

As of 21 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2506.02382.

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

pith.paper-citation-record.v1
2506.02382 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:29:38.638571Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T08:41:54.503158Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T08:43:01.165529Z

Reference resolution

33 of 33 outbound references displayed

verified exact1
verified fuzzy28
unresolved3
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cbec5016-0581-4f31-b5a3-227c1b5a8b1f · outbound

This paper cites checking the refrigerator.

Multi-level and Multi-modal Action Anticipation checking the refrigerator

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:43.933677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e2aa1a20-62d0-4ac7-b295-a99e3a3a8188 · outbound

This paper cites Long-term Action Anticipation Action anticipation emphasizes predicting potential upcom- ing actions before they are observed.

Multi-level and Multi-modal Action Anticipation Long-term Action Anticipation Action anticipation emphasizes predicting potential upcom- ing actions before they are observed

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:43.823352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dad39a17-8d42-4e2d-8b38-9537faf3062b · outbound

This paper cites We be- gin with the Video Encoder, which extracts meaningful fea- tures from the input video.

Multi-level and Multi-modal Action Anticipation We be- gin with the Video Encoder, which extracts meaningful fea- tures from the input video

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:43.671409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d94d2c9c-2dbf-43a3-b81c-e0ce38526fbc · outbound

This paper cites an unresolved cited work.

Multi-level and Multi-modal Action Anticipation Unresolved cited work

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T11:29:39.181215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99f00d51-5378-4eac-96a0-11651066fdf2 · outbound

This paper cites By incorporating a fine-grained text generator with a novel loss function, our method ad- dresses the challenges of inaccurate video labels, leading to improved prediction accuracy.

Multi-level and Multi-modal Action Anticipation By incorporating a fine-grained text generator with a novel loss function, our method ad- dresses the challenges of inaccurate video labels, leading to improved prediction accuracy

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:43.508680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3eb63e1f-8682-4c6e-90d1-9f35649a5853 · outbound

This paper cites ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation.

Multi-level and Multi-modal Action Anticipation ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:29:38.857558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1f47dbd2-e349-4b09-8ab7-066b783fb1d4 · outbound

This paper cites Future transformer for long-term action anticipation,.

Multi-level and Multi-modal Action Anticipation Future transformer for long-term action anticipation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:43.393561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c18880aa-943c-4bd5-9ee3-ad327ab8c476 · outbound

This paper cites Object-centric video representation for long-term ac- tion anticipation,.

Multi-level and Multi-modal Action Anticipation Object-centric video representation for long-term ac- tion anticipation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:43.246854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b74958e1-9061-4f5d-9b6e-75b49570848b · outbound

This paper cites Hierarchical compositional represen- tations for few-shot action recognition,.

Multi-level and Multi-modal Action Anticipation Hierarchical compositional represen- tations for few-shot action recognition,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:43.069481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation becc28e7-a818-432d-8d79-ad80b1010458 · outbound

This paper cites Uncertainty-based spatial-temporal attention for online action detection,.

Multi-level and Multi-modal Action Anticipation Uncertainty-based spatial-temporal attention for online action detection,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:42.935284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 05df4da2-8721-495e-a385-472a7b719989 · outbound

This paper cites Soar: Scene-debiasing open-set action recognition,.

Multi-level and Multi-modal Action Anticipation Soar: Scene-debiasing open-set action recognition,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:42.811607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 624f4753-6b04-49c5-bf80-3cae610fc233 · outbound

This paper cites When will you do what?-anticipating temporal occur- rences of activities,.

Multi-level and Multi-modal Action Anticipation When will you do what?-anticipating temporal occur- rences of activities,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:42.630089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 00c6a52f-8140-4ef1-8e3b-305fc5399f2e · outbound

This paper cites Time- conditioned action anticipation in one shot,.

Multi-level and Multi-modal Action Anticipation Time- conditioned action anticipation in one shot,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:42.490172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4e6d3959-2676-4c86-b1a5-89e11987d2ba · outbound

This paper cites Temporal aggregate representations for long-range video understanding,.

Multi-level and Multi-modal Action Anticipation Temporal aggregate representations for long-range video understanding,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:42.310722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11d8cb1a-44e8-428b-894c-55b3e5f660e8 · outbound

This paper cites Long-term anticipation of activities with cy- cle consistency,.

Multi-level and Multi-modal Action Anticipation Long-term anticipation of activities with cy- cle consistency,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:42.191753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 72b998f2-6326-47f2-8317-c08dbd46ffe6 · outbound

This paper cites Uncertainty-aware action decou- pling transformer for action anticipation,.

Multi-level and Multi-modal Action Anticipation Uncertainty-aware action decou- pling transformer for action anticipation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:42.040788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 371d3e98-703c-4959-abb0-894a2fcef080 · outbound

This paper cites The lan- guage of actions: Recovering the syntax and semantics of goal-directed human activities,.

Multi-level and Multi-modal Action Anticipation The lan- guage of actions: Recovering the syntax and semantics of goal-directed human activities,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:41.886938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c225b2ad-3e07-4f82-866f-2a0953323185 · outbound

This paper cites Combining embedded accelerometers with computer vision for rec- ognizing food preparation activities,.

Multi-level and Multi-modal Action Anticipation Combining embedded accelerometers with computer vision for rec- ognizing food preparation activities,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:41.755893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9f23d891-1f13-48f7-906f-f5c48e910bb5 · outbound

This paper cites Hierarchical and Multimodal Data for Daily Activity Understanding.

Multi-level and Multi-modal Action Anticipation Hierarchical and Multimodal Data for Daily Activity Understanding

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:37.755186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbe96bc8-667b-4929-ae52-5511eaeca5a2 · outbound

This paper cites Rescaling egocentric vision: Col- lection, pipeline and challenges for epic-kitchens-100,.

Multi-level and Multi-modal Action Anticipation Rescaling egocentric vision: Col- lection, pipeline and challenges for epic-kitchens-100,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:41.643829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4f431752-8162-4d94-9da8-1d4d53173015 · outbound

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

Multi-level and Multi-modal Action Anticipation Ego4d: Around the world in 3,000 hours of egocentric video,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:41.469092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bd9108f0-b3ba-4f2b-9576-501a532292f9 · outbound

This paper cites Anticipating hu- man actions by correlating past with the future with jac- card similarity measures,.

Multi-level and Multi-modal Action Anticipation Anticipating hu- man actions by correlating past with the future with jac- card similarity measures,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:41.325799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a6ff58e2-47e3-4ddb-b7b2-59a4efbb7718 · outbound

This paper cites Uncertainty-aware anticipation of activities,.

Multi-level and Multi-modal Action Anticipation Uncertainty-aware anticipation of activities,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:41.202341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b59234a0-a529-4f04-be91-b342720df2fb · outbound

This paper cites Weakly supervised action learning with rnn based fine- to-coarse modeling,.

Multi-level and Multi-modal Action Anticipation Weakly supervised action learning with rnn based fine- to-coarse modeling,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:41.083272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b68ba349-5412-42e2-9916-89d0be15324e · outbound

This paper cites Ms-tcn: Multi-stage temporal convolutional network for action segmenta- tion,.

Multi-level and Multi-modal Action Anticipation Ms-tcn: Multi-stage temporal convolutional network for action segmenta- tion,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:40.883041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 61eee390-95c9-4064-8489-24c8dbad5d8a · outbound

This paper cites Leveraging uncertainty to rethink loss functions and evaluation measures for egocentric action anticipation,.

Multi-level and Multi-modal Action Anticipation Leveraging uncertainty to rethink loss functions and evaluation measures for egocentric action anticipation,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:40.790086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation efcdbcb2-2a8c-4e1e-b9b6-2dee8cf57f49 · outbound

This paper cites Predictive uncer- tainty estimation via prior networks,.

Multi-level and Multi-modal Action Anticipation Predictive uncer- tainty estimation via prior networks,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:40.354226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 85bd372f-0f5e-449b-b2c5-f2d8c574cf27 · outbound

This paper cites Learning the predictability of the future,.

Multi-level and Multi-modal Action Anticipation Learning the predictability of the future,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:40.165730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f552082b-ef69-4aac-a283-6b5c6cf9bbf3 · outbound

This paper cites Hex: Hierarchical emergence exploitation in self-supervised algorithms,.

Multi-level and Multi-modal Action Anticipation Hex: Hierarchical emergence exploitation in self-supervised algorithms,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:39.966336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 09c82d9a-67df-4abe-a0c9-074be1c45df7 · outbound

This paper cites Gated temporal diffusion for stochastic long-term dense anticipation,.

Multi-level and Multi-modal Action Anticipation Gated temporal diffusion for stochastic long-term dense anticipation,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:39.649765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation faa3a57c-d806-4295-aec9-5933db9bcbad · outbound

This paper cites Anticipative feature fusion transformer for multi-modal action anticipation,.

Multi-level and Multi-modal Action Anticipation Anticipative feature fusion transformer for multi-modal action anticipation,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:39.388341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 375af485-7ed9-4066-b98a-43f98ecaf743 · outbound

This paper cites Decoupled Weight Decay Regularization.

Multi-level and Multi-modal Action Anticipation Decoupled Weight Decay Regularization

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:38.546082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9124e129-8738-40d0-be86-d2e713b91fc4 · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

Multi-level and Multi-modal Action Anticipation SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:38.638571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 662ff9ba-6ef4-4b1b-bf49-f2a76b02bd15 · inbound

Information Router for Mitigating Modality Dominance in Vision-Language Models cites this paper.

Information Router for Mitigating Modality Dominance in Vision-Language Models Multi-level and Multi-modal Action Anticipation

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:43:01.167703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.