Allan D. Jepson
8 papers · 2013–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (10) π Renaissance Researcher (5) π Interdisciplinary Bridge
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Taxonomy Completionist
(25)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Pioneer
Conferences
CVPR (5)
ECCV (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
instructional video
(2)
temporal localization
(2)
representation learning
(2)
dynamic time warping
(2)
self-supervised learning
(1)
weakly supervised learning
(1)
contrastive learning
(1)
implicit representation
(1)
image generation
(1)
outlier detection
(1)
model complexity
(1)
piecewise linear
(1)
sequence alignment
(1)
cross-modal retrieval
(1)
motion segmentation
(1)
temporal alignment
(1)
outlier handling
(1)
generative model
(1)
probabilistic model
(1)
video understanding
(1)
Papers
StepFormer: Self-Supervised Step Discovery and Localization in Instructional Videos
CVPR 2023
GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks
WACV 2022
Representing 3D Shapes With Probabilistic Directed Distance Fields
CVPR 2022
P3IV: Probabilistic Procedure Planning From Instructional Videos With Weak Supervision
CVPR 2022
Flow Graph to Video Grounding for Weakly-Supervised Multi-step Localization
ECCV 2022
Representation Learning via Global Temporal Alignment and Cycle-Consistency
CVPR 2021
Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers
NIPS 2021
Fast Rigid Motion Segmentation via Incrementally-Complex Local Models
CVPR 2013