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Paper Citation Record · LEDGER

Uncertainty-Aware Anticipation of Activities

As of 23 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 2026-08-23T06:30:58.430688+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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.656075Z digest=sha256:b72d0bc0f78588db5ca86156f0f608819acdfa2a828023515d83fd33538598af

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.660256Z digest=sha256:3f067f64c5d1b5136dc1f29d9dffa35800f3fbd04231035fc8886f779d72dcee

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.664101Z digest=sha256:43e47ce17287ecd8ab9cea88a71783f360faa94348783b6323b601d6f0a23801

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.667880Z digest=sha256:9a1de29063ad41333f3229abcf145c3762bc2018228ad996dd6f7477633c5475

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.672560Z digest=sha256:b3114c4a16abcd6952033d8ecf046f0cab0ca26286dcbc524c835a561984371f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.676529Z digest=sha256:9eac826a07d71246156d05f9aebc717695e9313d4ae48ab1f720c81e22873efc

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.680429Z digest=sha256:8153c77d6d017c778e40d7e6dd801e614c98959e3202695cae386827c0d67dd9

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.684137Z digest=sha256:6ad170552177c2794ac5afde439f673e05fc80f8817b535f47b5fb80e0c286a3

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.688487Z digest=sha256:95f0e1d240c9d403961cc9bc3fe6d7a2da4a7e374056fdd1d68b0a462d6f2ea0

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.692938Z digest=sha256:4e7aefc3712f1f48c1341af8810f6b1409afdee6f66b52ece235036eaf403e3c

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.696543Z digest=sha256:a97089866635873c896bbeeb6923df0b1c757e52f99c32fc6b21c17eb5f7f964

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.701105Z digest=sha256:5d9117b4b897bb1354c060f7752f29857aad3dc2fcbbb90c880bf925f779a2cb

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.704122Z digest=sha256:5694bbc0485e8ec34d2978f14ca493987175ec48bd727d568e9010f092f9bc02

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.707309Z digest=sha256:896f103e9a89d2c067d00127c31923e74b9d835c781a05ad5775c15c3b3dcb10

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.710532Z digest=sha256:81c291b4e0fa4e44bf16617c4c513be0c09b6d9d2e797d12d7c4872ff4f1ceb5

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.713589Z digest=sha256:eb0930538c3feb7bbeb03a392b9bc927403a5fa798df167a3408520b37e092db

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.716733Z digest=sha256:31d688eb9845f1057fa4ef0cfe981907964fa0d64207b7d97ed13f47a9a73761

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.719703Z digest=sha256:9ae4054939338be42cee7711fa3535104008920cab8f3ca6d7832b2df2cdf5f4

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.724827Z digest=sha256:13ab06392ab6b50ee815a2b961001d7360566406cf5dc97e259cb096c250a2bc

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.728121Z digest=sha256:01a074a08d748753ead5320c58afc2b78e22f4e575de609528b221d4a0c01007

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.732388Z digest=sha256:00991a958cd6e8716b6bc8373279434b497dc8fee24d424cacd8fec8f9798d89

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.736171Z digest=sha256:6227f5f2401c4f59ad9b6eb08f01827384aaf4330b0a5d2705c7790b6a166726

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.740544Z digest=sha256:9a1736dd370f66744c7d344598f66a57c845bb2566737cb6dc3bb1397109356b

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.743945Z digest=sha256:a73658e1323d35d1a4ea2b835080ed9eabd2cdec4abec0ed92c364b6dc8c8365

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T11:10:25.747583Z digest=sha256:4af293d0e50623086906d5ebf4db46c743ac8e9ea3185e2e85aba11111243b79

Pith citing papers

No inbound Pith citation observations are available.