Ameya Joshi
4 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
conditional generation
(2)
generative model
(2)
gradient-based optimization
(1)
automatic differentiation
(1)
differentiable programming
(1)
relu activation
(1)
generative adversarial network
(1)
gradient-based algorithm
(1)
jacobian computation
(1)
latency reduction
(1)
conditional generative model
(1)
spline approximation
(1)
private inference
(1)
neural network linearization
(1)
geometric invariance
(1)
piecewise polynomial
(1)
conditional generative modeling
(1)
statistical invariance
(1)
discrete-valued image
(1)
implicit jacobian
(1)
Papers
Selective Network Linearization for Efficient Private Inference
ICML 2022
Differentiable Spline Approximations
NeurIPS 2021
InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models
AAAI 2020
Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers
ICCV 2019