Allan D. Jepson
8 papers · 2013–2023 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(4)
Deep Learning
(4)
Core Methods
(4)
Learning Types Β· Machine Learning
(4)
Optimization & Theory
(4)
Learning Types Β· Deep Learning
(3)
Analysis
(2)
Processing
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Models
(1)
Optimization
(1)
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
Flow Graph to Video Grounding for Weakly-Supervised Multi-step Localization
ECCV 2022
GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks
WACV 2022
P3IV: Probabilistic Procedure Planning From Instructional Videos With Weak Supervision
CVPR 2022
Representing 3D Shapes With Probabilistic Directed Distance Fields
CVPR 2022
Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers
NeurIPS 2021
Representation Learning via Global Temporal Alignment and Cycle-Consistency
CVPR 2021
Fast Rigid Motion Segmentation via Incrementally-Complex Local Models
CVPR 2013