Ankit B. Patel
5 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Machine Learning
(1)
Analysis
(1)
Foundations
(1)
Models
(1)
Optimization & Theory Β· Machine Learning
(1)
Social
(1)
Techniques
(1)
Keywords
face analysis
(1)
convergence analysis
(1)
out-of-distribution generalization
(1)
convolutional neural network
(1)
recurrent neural network
(1)
generative adversarial network
(1)
training dynamics
(1)
formal language
(1)
algorithmic bia
(1)
gan training
(1)
generalization bia
(1)
regular language
(1)
internal representation
(1)
depression severity
(1)
dyadic interaction
(1)
psychomotor retardation
(1)
jacobian regularization
(1)
convolutional kernel size
(1)
finite automaton
(1)
phase factor
(1)
Papers
Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend
MICCAI 2024
Linking Convolutional Kernel Size to Generalization Bias in Face Analysis CNNs
WACV 2024
Dyadic Interaction Assessment from Free-living Audio for Depression Severity Assessment
Interspeech 2022
Representing Formal Languages: A Comparison Between Finite Automata and Recurrent Neural Networks
ICLR 2019
Towards a Better Understanding and Regularization of GAN Training Dynamics
UAI 2019