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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Human Motion and Animation
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

523 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
523 works in the cohort · of 4,299,418page 1 of 11

Labels cover 0 of 523 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 523 of 523 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundunlabeled
DeepMimic
Xue Bin Peng, Pieter Abbeel, Sergey Levine, Michiel van de Panne
2018· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
803
citations
affunlabeled
Style-based inverse kinematics
Keith Grochow, Steven Martin, Aaron Hertzmann, Zoran Popović
2004· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
647
citations
fundno affunlabeled
AMP
Xue Bin Peng, Ze Ma, Pieter Abbeel, Sergey Levine, Angjoo Kanazawa
2021· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
345
citations
affunlabeled
SIMBICON
KangKang Yin, Kevin Loken, Michiel van de Panne
2007· article· en· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
334
citations
afffundunlabeled
SIMBICON
KangKang Yin, Kevin Loken, Michiel van de Panne
2007· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
331
citations
affunlabeled
EigenSkin
Paul G. Kry, Doug L. James, Dinesh K. Pai
2002· article· en· Engineering
machine prediction:candidate · noneconsensus · none
270
citations
afffundunlabeled
Robust motion in-betweening
Félix G. Harvey, Mike Yurick, Derek Nowrouzezahrai, Christopher Pal
2020· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
252
citations
affunlabeled
Character controllers using motion VAEs
Hung Yu Ling, Fabio Zinno, George G. Cheng, Michiel van de Panne
2020· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
250
citations
afffundunlabeled
Feature-based locomotion controllers
Martin de Lasa, Igor Mordatch, Aaron Hertzmann
2010· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
244
citations
affunlabeled
Generalized biped walking control
Stelian Coros, Philippe Beaudoin, Michiel van de Panne
2010· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
219
citations
affunlabeled
Motion doodles
Matthew Thorne, David Burke, Michiel van de Panne
2004· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
218
citations
afffundunlabeled
DReCon
Kevin Bergamin, Simon Clavet, Daniel Holden, James Richard Forbes
2019· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
201
citations
fundno affunlabeled
SFV
Xue Bin Peng, Angjoo Kanazawa, Jitendra Malik, Pieter Abbeel, Sergey Levine
2018· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
201
citations
affunlabeled
ASE
Xue Bin Peng, Yunrong Guo, Lina Halper, Sergey Levine, Sanja Fidler
2022· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
197
citations
affunlabeled
Handrix: animating the human hand
George ElKoura, Karan Singh
2003· article· en· Symposium on Computer Animation· Engineering
machine prediction:candidate · noneconsensus · none
194
citations
affunlabeled
Optimizing walking controllers
Jack M. Wang, David J. Fleet, Aaron Hertzmann
2009· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
182
citations
affunlabeled
DyRT
Doug L. James, Dinesh K. Pai
2002· article· en· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
171
citations
affunlabeled
Musculotendon simulation for hand animation
Shinjiro Sueda, Andrew Kaufman, Dinesh K. Pai
2008· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
166
citations
affunlabeled
Interaction capture and synthesis
Paul G. Kry, Dinesh K. Pai
2006· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
145
citations
afffundunlabeled
Learned motion matching
Daniel Holden, Oussama Kanoun, Maksym Perepichka, Tiberiu Popa
2020· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
136
citations
affunlabeled
Sampling-based contact-rich motion control
Libin Liu, KangKang Yin, Michiel van de Panne, Tianjia Shao, Weiwei Xu
2010· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
132
citations
affunlabeled
Locomotion skills for simulated quadrupeds
Stelian Coros, Andrej Karpathy, Ben Jones, Lionel Revéret, Michiel van de Panne
2011· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
112
citations
affunlabeled
DyRT
Doug L. James, Dinesh K. Pai
2002· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
108
citations
affunlabeled
Motion-motif graphs
Philippe Beaudoin, Stelian Coros, Michiel van de Panne, Pierre Poulin
2008· article· en· Symposium on Computer Animation· Engineering
machine prediction:candidate · noneconsensus · none
107
citations
affunlabeled
Applications of computers to dance
Thomas Calvert, W. Wilke, Rhonda Ryman, Ilene Fox
2005· article· en· IEEE Computer Graphics and Applications· Engineering
machine prediction:candidate · noneconsensus · none
107
citations
affunlabeled
Continuation methods for adapting simulated skills
KangKang Yin, Stelian Coros, Philippe Beaudoin, Michiel van de Panne
2008· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
98
citations
affunlabeled
Illustrating how mechanical assemblies work
Niloy J. Mitra, Yongliang Yang, Dong‐Ming Yan, Wilmot Li, Maneesh Agrawala
2010· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
96
citations
afffundunlabeled
Online generative model personalization for hand tracking
Anastasia Tkach, Andrea Tagliasacchi, Edoardo Remelli, Mark V. Pauly, Andrew Fitzgibbon
2017· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
95
citations
affunlabeled
Skaterbots
Moritz Geilinger, Roi Poranne, Ruta Desai, Bernhard Thomaszewski, Stelian Coros
2018· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
95
citations
affunlabeled
Helping hand
Winnie Tsang, Karan Singh, Eugene Fiume
2005· article· en· Engineering
machine prediction:candidate · noneconsensus · none
88
citations
affunlabeled
FootSee: an interactive animation system
KangKang Yin, Dinesh K. Pai
2003· article· en· Symposium on Computer Animation· Engineering
machine prediction:candidate · noneconsensus · none
86
citations
affunlabeled
Terrain runner
Libin Liu, KangKang Yin, Michiel van de Panne, Baining Guo
2012· article· en· ACM Transactions on Graphics· Engineering
machine prediction:candidate · noneconsensus · none
82
citations
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