Viktoriia Sharmanska
13 papers · 2013–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (11) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (32)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Academic Marathon
(11)
π§¬
Topic Evolution
π
Keyword Champion
(5)
π
Trend Setter
π
Century Club
(13)
π₯
Unstoppable
(5)
π
Conference Pioneer
ποΈ
Keyword Collector
(61)
Conferences
CVPR (5)
NIPS (3)
ICCV (2)
AAAI (1)
ECCV (1)
IJCAI (1)
Top co-authors
Keywords
privileged information
(5)
multi-task learning
(3)
transfer learning
(2)
computer vision
(2)
distribution matching
(2)
probabilistic modeling
(1)
algorithmic fairness
(1)
semi-supervised learning
(1)
domain adaptation
(1)
feature learning
(1)
curriculum learning
(1)
face recognition
(1)
3d vision
(1)
image synthesis
(1)
landmark detection
(1)
out-of-distribution generalization
(1)
human pose estimation
(1)
affective computing
(1)
gaussian process
(1)
domain generalization
(1)
Papers
Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond
AAAI 2024
DAD-3DHeads: A Large-Scale Dense, Accurate and Diverse Dataset for 3D Head Alignment From a Single Image
CVPR 2022
RealPatch: A Statistical Matching Framework for Model Patching with Real Samples
ECCV 2022
Okapi: Generalising Better by Making Statistical Matches Match
NIPS 2022
HeadGAN: One-Shot Neural Head Synthesis and Editing
ICCV 2021
Discovering Fair Representations in the Data Domain
CVPR 2019
Recycling Privileged Learning and Distribution Matching for Fairness
NIPS 2017
Learning Using Unselected Features (LUFe)
IJCAI 2016
Ambiguity Helps: Classification With Disagreements in Crowdsourced Annotations
CVPR 2016
Learning From the Mistakes of Others: Matching Errors in Cross-Dataset Learning
CVPR 2016
Curriculum Learning of Multiple Tasks
CVPR 2015
Mind the Nuisance: Gaussian Process Classification using Privileged Noise
NIPS 2014
Learning to Rank Using Privileged Information
ICCV 2013