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Paper Citation Record · LEDGER

Uncertainty-Aware Anticipation of Activities

As of 16 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:1908.09540.

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

pith.paper-citation-record.v1
1908.09540 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T11:10:25.747583Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy25
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 722896c8-95cd-4255-999e-81e689f0a619 · outbound

This paper cites When will you do what?-Anticipating temporal occurrences of activities.

Uncertainty-Aware Anticipation of Activities When will you do what?-Anticipating temporal occurrences of activities

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:26.031051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.656075Z digest=sha256:489befcb311203bf1ca057cf19912110154dcd5782cacdb1482b183c28715715

Observation c07b538e-22e9-48c0-9511-b6748e029d18 · outbound

This paper cites Bayesian prediction of future street scenes using synthetic likelihoods.

Uncertainty-Aware Anticipation of Activities Bayesian prediction of future street scenes using synthetic likelihoods

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:26.019800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.660256Z digest=sha256:0654842ad0e33816b7844d1fa6c08de9fe7230b8b1ddcee9fb00c1c26246078f

Observation 5e119eec-0d3e-4611-b49b-ba7f1939fd5d · outbound

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

Uncertainty-Aware Anticipation of Activities Leveraging uncertainty to rethink loss functions and evaluation measures for egocentric action anticipation

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:26.008830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.664101Z digest=sha256:bf91785670432520cb6145cc7f9e5c03bae1a7ad0778cf5615ed8abe55ce37dd

Observation d6e61707-ba31-40e9-bb7e-ec6a4456b1ba · outbound

This paper cites RED: Rein- forced encoder-decoder networks for action anticipation.

Uncertainty-Aware Anticipation of Activities RED: Rein- forced encoder-decoder networks for action anticipation

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.999403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.667880Z digest=sha256:2f189d74890e3924f6c15d1c31761bc6c45b004b75e76de8a8b51f9ed5904b2a

Observation cc21cda5-0a39-4c75-9433-901a65613db1 · outbound

This paper cites Action completion: A temporal model for moment detection.

Uncertainty-Aware Anticipation of Activities Action completion: A temporal model for moment detection

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.989693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.672560Z digest=sha256:9e574520c5a473b56a0e58c9589b87e5ffac3a41ac4626580103ec29f6ee1c41

Observation f2d84ec2-71f6-4fec-aa50-6a2a2bca7c39 · outbound

This paper cites Max-margin early event detectors.

Uncertainty-Aware Anticipation of Activities Max-margin early event detectors

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.979220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.676529Z digest=sha256:4bef23139386d4171775dbba8a2c6f26ba26838245886c9bcb6d1c560d683e23

Observation 9a075a8a-dc80-4556-b012-3334ef8ffc7d · outbound

This paper cites Zamir, Silvio Savarese, and Ashutosh Saxena.

Uncertainty-Aware Anticipation of Activities Zamir, Silvio Savarese, and Ashutosh Saxena

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.969411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.680429Z digest=sha256:9882072c697455118dd2cc4d66cc5fad31424ee9847091ec0ccea1d98733daf8

Observation 53f43fcd-53f9-4df1-9f18-f338db43c7dc · outbound

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

Uncertainty-Aware Anticipation of Activities Time- conditioned action anticipation in one shot

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.960364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.684137Z digest=sha256:d196547df1b4d8334743e71e97045354118f5b905052e4d7875ed79d8fc2a82d

Observation b2d0dca5-f943-4ce7-8467-9e689b777eb0 · outbound

This paper cites Adam: A method for stochastic optimization.

Uncertainty-Aware Anticipation of Activities Adam: A method for stochastic optimization

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.950686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.688487Z digest=sha256:04b146df1dc78d2eaa1aa645e8b293ee39609afc6ca47cb9346d46853652eddb

Observation f09e6046-b549-4f31-b708-bf620478f44a · outbound

This paper cites Anticipating hu- man activities using object affordances for reactive robotic response.

Uncertainty-Aware Anticipation of Activities Anticipating hu- man activities using object affordances for reactive robotic response

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.940539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.692938Z digest=sha256:2613b0d8e714427307298950c7b7cd7de4232c046cb761c7d475463a0dfc782f

Observation d27a2482-fd4a-44f9-8781-136ad5162ea9 · outbound

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

Uncertainty-Aware Anticipation of Activities The language of actions: Recovering the syntax and semantics of goal- directed human activities

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.928913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.696543Z digest=sha256:7d24bdde90540170d524c19c80d55b6e95920f5b6ef3b7e0dd6250204a705f4a

Observation 4f534ac1-9668-4170-9e7f-2b5cea4a63a3 · outbound

This paper cites A hier- archical representation for future action prediction.

Uncertainty-Aware Anticipation of Activities A hier- archical representation for future action prediction

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.919011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.701105Z digest=sha256:be06079ccea84c22ad4efa3b15fdf747119ea78ae5978111ffa81e12e50e10a4

Observation cd4e97f5-8fb1-4cc3-acdc-6f445edfefc6 · outbound

This paper cites Learning ac- tivity progression in LSTMs for activity detection and early detection.

Uncertainty-Aware Anticipation of Activities Learning ac- tivity progression in LSTMs for activity detection and early detection

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.908507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.704122Z digest=sha256:fed13e7a609b1e45f8a3b94ee19330c042b7cb8d7955b7d05b4a859e5559e6fd

Observation 54f0f1c3-2b96-4d49-aad8-d470d70ec6ab · outbound

This paper cites Joint prediction of activity labels and starting times in untrimmed videos.

Uncertainty-Aware Anticipation of Activities Joint prediction of activity labels and starting times in untrimmed videos

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.897290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.707309Z digest=sha256:e2947fdec95cfd4352ca459bf8ba9804a962b6f339c05f2c2d9680cf2991bea5

Observation 3b0b79e0-7e51-42b4-83c5-20c51cb4c552 · outbound

This paper cites A variational auto- encoder model for stochastic point processes.

Uncertainty-Aware Anticipation of Activities A variational auto- encoder model for stochastic point processes

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.886722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.710532Z digest=sha256:3317e11a4ff974c49dbee2b5a1eb241bce480168362e7dfb2fe52e8de5d1ecfe

Observation eda31a54-f35a-407f-bb9a-c31699ccaafd · outbound

This paper cites Leveraging the present to anticipate the future in videos.

Uncertainty-Aware Anticipation of Activities Leveraging the present to anticipate the future in videos

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.876692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.713589Z digest=sha256:15c7c9e2017752ca38013d944877eac29283979c0a99bec95ecb1582174d9d7d

Observation 5b6e6799-e601-406d-9b19-06e576e7dbcc · outbound

This paper cites Automatic dif- ferentiation in pytorch.

Uncertainty-Aware Anticipation of Activities Automatic dif- ferentiation in pytorch

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.866531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.716733Z digest=sha256:b704f0cc316561be9fa240e59786b02ef0f73e7525e097fffcacae2a8b3e88f3

Observation 895da9c5-caed-48a6-8064-b280405d54da · outbound

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

Uncertainty-Aware Anticipation of Activities Weakly supervised action learning with RNN based fine-to-coarse modeling

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.856453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.719703Z digest=sha256:ef0381262d95152d9e3a9168f56ca48b4f50338aff6996f3cf3058567eab260b

Observation 38bd9cde-a4d3-4fde-b168-ee91174f5ec6 · outbound

This paper cites Ac- tion anticipation by predicting future dynamic images.

Uncertainty-Aware Anticipation of Activities Ac- tion anticipation by predicting future dynamic images

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.846175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.724827Z digest=sha256:85ff4c307cd8f5f477313680cdb883b54815106af4dfd49742ca04914136d200

Observation 8d324d7c-c407-47ae-a847-275a8641c177 · outbound

This paper cites Human activity prediction: Early recog- nition of ongoing activities from streaming videos.

Uncertainty-Aware Anticipation of Activities Human activity prediction: Early recog- nition of ongoing activities from streaming videos

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.835989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.728121Z digest=sha256:a508cfb1f69207fc6db2d71d507142fa9a165e212c167047e4efaf37b75185eb

Observation 233ee360-dbe2-4e0f-9e79-2d5d66a27094 · outbound

This paper cites Encouraging LSTMs to anticipate actions very early.

Uncertainty-Aware Anticipation of Activities Encouraging LSTMs to anticipate actions very early

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.826279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.732388Z digest=sha256:f226d99e4b814b993c3feed9dc945dcc28375224f22d91d42290172d0f0c8286

Observation aa675f25-88c6-4589-ac9b-11654a19afd3 · outbound

This paper cites Action an- ticipation with RBF kernelized feature mapping RNN.

Uncertainty-Aware Anticipation of Activities Action an- ticipation with RBF kernelized feature mapping RNN

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.815321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.736171Z digest=sha256:8d04a1696de40a12131ae28833aba01eb245774bda022adc49f5938739380f58

Observation ca6fdd8f-f79c-40bf-a1cb-d739f89f6a3f · outbound

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

Uncertainty-Aware Anticipation of Activities Combining em- bedded accelerometers with computer vision for recogniz- ing food preparation activities

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.803355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.740544Z digest=sha256:317f925a9f35a7b786e485527306c9f37ad6ea92cc0fa7187f9cabe5ef932fa4

Observation cc6948d9-03f5-4e76-aa9b-7dc114df3329 · outbound

This paper cites An- ticipating visual representations from unlabeled video.

Uncertainty-Aware Anticipation of Activities An- ticipating visual representations from unlabeled video

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.791495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.743945Z digest=sha256:bbdcdf84978783d815d9a81ac1d7014eec4d191ea2f0f9a4bdb215ddcda0c24c

Observation e357f609-1bdb-48ac-a9d6-80724cc86e2b · outbound

This paper cites Visual forecasting by imitating dy- namics in natural sequences.

Uncertainty-Aware Anticipation of Activities Visual forecasting by imitating dy- namics in natural sequences

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:10:25.779334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T11:10:25.747583Z digest=sha256:a3070495471c519f29a6906f52e791f2033406b593f1b203318209fe91bd32ab

Pith citing papers

No inbound Pith citation observations are available.