Ankit Patel
5 papers · 2016–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
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Research topics
Deep Learning
(4)
Artificial Intelligence
(2)
Computer Vision
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Core AI · Artificial Intelligence
(2)
Generation · Natural Language Processing
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Generation · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
semi-supervised learning
(1)
neural network training
(1)
image generation
(1)
non-convex optimization
(1)
interpretability
(1)
text generation
(1)
distributed learning
(1)
neural network visualization
(1)
theoretical analysis
(1)
saliency map
(1)
alternating direction method
(1)
convolutional neural network
(1)
generative adversarial network
(1)
controllable generation
(1)
deconvolutional network
(1)
mental health
(1)
sample quality
(1)
disentanglement learning
(1)
image recovery
(1)
relational memory
(1)
Papers
RACER: An LLM-powered Methodology for Scalable Analysis of Semi-structured Mental Health Interviews
EMNLP 2024
Semi-Supervised StyleGAN for Disentanglement Learning
ICML 2020
RelGAN: Relational Generative Adversarial Networks for Text Generation
ICLR 2019
A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations
ICML 2018
Training Neural Networks Without Gradients: A Scalable ADMM Approach
ICML 2016