Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T00:41:44.563286Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2412.19424.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T00:41:44.563286Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e092837a-7e76-4692-a52e-5b59ebd61ef0 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Uncertainty-aware anticipation of activities
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2c1e1c14-2327-4562-9d11-9817c4b5775f · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Long-term antic- ipation of activities with cycle consistency
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9deaaf15-856b-4487-8342-51b14e149a95 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints When will you do what?- anticipating temporal occurrences of activ- ities
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 14600717-8d26-47be-a8c3-ca1e407da25f · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints How much temporal long-term context is needed for action segmentation? In Proceedings of the IEEE/CVF Interna- tional Conference on Computer Vision, pages 10351–10361, 2023
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d95d9995-1b77-4e14-873e-7dc66acb374a · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Unified fully and timestamp supervised tem- poral action segmentation via sequence to sequence translation
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7846971b-5a53-4c69-8c80-cef4deffdf29 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Language models are few-shot learners
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8ed348f5-8e82-45b1-b479-71aef4fda0e6 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints End-to-end object detection with transformers
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 029ffbc9-b35b-4261-be8a-d90aadf9068c · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Quo vadis, action recognition? a new model and the kinetics dataset
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation db8b4f19-fc6b-4042-953d-ff2e8fec13b8 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Temporal action segmentation: An analysis of modern techniques
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b079008a-cc0e-4af9-ad8c-7ff69f9aa062 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Ms-tcn: Multi-stage temporal convolutional network for action segmentation
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2dd46435-7f80-457f-b66b-c474a810b420 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ae4f0d82-2c8b-4e78-9e6f-107d1a3acda1 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Leveraging tem- poral context in low representational power regimes
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dcc394ca-09e4-4460-8d16-381440b81237 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Forecasting future action sequences with neural mem- ory networks
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 532da602-f1ce-473c-b5ef-4af517d951ba · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Antic- ipative video transformer
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5f59b4e7-59d6-459e-a679-f248a6df5687 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Actionvlad: Learning spatio-temporal aggre- gation for action classification
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6b64080e-5248-44bf-b0c1-5d76606ac5af · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Actfusion: a unified diffusion model for action segmentation and anticipation
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a711de46-ff54-499b-b6c9-166791076050 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Activity grammars for temporal action segmentation
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f04026ae-24a0-4d3b-b518-b3596cd756ee · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Future transformer for long-term action anticipation
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e871e156-6fe5-4e81-92c2-abe6f945acb8 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints A-ACT: Action Anticipation through Cycle Transformations
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e11a56a-f0ef-40d0-9d4b-5ac69fe236a0 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Gaussian error linear units (gelus), 2023
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8e49a48-c2a6-4302-b2f6-99514063251c · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Bidi- rectional lstm-crf models for sequence tag- ging, 2015
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 74d701c3-7f9c-4f57-917c-53d20f214c5a · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Timeception for complex action recognition
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3b73664e-a7f7-4f02-aae2-28bca639a8cb · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Videograph: Rec- ognizing minutes-long human activities in videos
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b9829dd2-932f-42ff-89bd-0f39c3dd4d9e · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Time-Conditioned Action Anticipation in One Shot
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c414e38c-c833-49da-a0c5-042112417d56 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Palm: Predicting actions through language models, 2024
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 10ffaca0-c31f-41e2-bd62-caf5f4e5299b · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints The language of actions: Recovering the syn- tax and semantics of goal-directed human activities
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0643354a-8968-4a2d-9cb5-0b67037fee7f · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints An end-to-end generative framework for video segmentation and recognition
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation efb9df89-8786-400f-86ca-42a899dcb35f · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints A hybrid rnn-hmm approach for weakly supervised temporal action segmenta- tion
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 33b8efc1-3de7-463c-81bd-9699d1446b2b · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints On information and sufficiency
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b8e9b7a-f0bf-4752-819f-9cc2230ff79c · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Conditional random fields: Probabilistic models for segmenting and labeling sequence data
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation eec63cff-bfb9-43e2-91b3-478044d386cf · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Tem- poral convolutional networks for action seg- mentation and detection
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4a2db1fc-a99c-4706-b41f-64cfbb562864 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Ms-tcn++: Multi-stage temporal convolutional network for action segmentation
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 03153bad-ad38-447a-a327-2242d7184a76 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints In the eye of beholder: Joint learning of gaze and actions in first person video
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 704f479d-99d8-46a6-907b-5d3cf066bdab · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints SGDR: stochastic gradient descent with warm restarts
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0869ca5a-e0bd-4fdb-881a-ec798b96c399 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Decou- pled weight decay regularization
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dd52dc1d-6e7d-41a2-a673-6c92c50d0594 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Fact: Frame- action cross-attention temporal modeling for efficient action segmentation
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 91a887f5-acd1-4087-a6d1-b64c9b8a094c · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints End- to-end fine-grained action segmentation and recognition using conditional random field 12 models and discriminative sparse coding
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 18b08921-636c-4619-9c88-973d9523a876 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Can’t make an omelette without breaking some eggs: Plau- sible action anticipation using large video- language models
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f5bf084d-2c82-400f-832b-a33a6efb0198 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Ego- topo: Environment affordances from egocen- tric video
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f6e98bb8-d7bd-41d5-87b6-2148a59ae2e0 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Rethinking learning approaches for long-term action anticipation
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9c7e165f-dca1-4d6b-b339-6c9d7a75d381 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Temporal aggregate representations for long-range video understanding
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1972f7b0-c658-4dba-8fb3-46e62c5fdc93 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Combining embedded accelerometers with computer vision for recognizing food prepa- ration activities
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation aef2ace7-6939-4bf0-9a42-700c415f218d · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Attention is all you need
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 54b06b13-cac6-49c3-878d-69e292090c1e · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Vamos: Versatile action models for video understanding
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 93931b65-cf84-4b06-8e03-0f4ba4193305 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Don’t pour cereal into coffee: Differentiable temporal logic for temporal action segmen- tation
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 76d0ed98-6a52-4837-b5dd-a9ac31d582dc · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Gated temporal diffusion for stochastic long-term dense anticipation
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 553358cf-bb57-465a-a15c-81bcc282e6b2 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Object-centric video represen- tation for long-term action anticipation
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3d52cdc8-00c6-4359-9afa-a9f5ff6b594f · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints On diverse asynchronous activity anticipation
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 90365dab-21b5-4211-8cc9-ea1f4998cfb9 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Antgpt: Can large language models help long-term action antic- ipation from videos?, 2024
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 27b5e351-646f-4d85-a0de-109c1737c9a2 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints A sur- vey on deep learning techniques for action anticipation, 2023
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation af9aa929-80ea-450a-b039-d735de65c3e7 · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints DiffAnt: Diffusion Models for Action Anticipation
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92ec0a4a-d670-40b1-b513-d78883715a0f · outbound
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
No inbound Pith citation observations are available.