Ayush Chopra

1. DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for deep\n neural networks
   2020/12/20 by Abhishek Singh, Ayush Chopra, Singh, Abhishek +11 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
2. ZFlow: Gated Appearance Flow-based Virtual Try-on with 3D Priors
   2021/09/14 by Ayush Chopra, Chopra, Ayush, Rishabh Jain +5 · 2 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
3. On the limits of agency in agent-based models
   2024/09/14 by Ayush Chopra, Chopra, Ayush, Nurullah Giray-Kuru +6 · 5 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
4. DeepABM: Scalable, efficient and differentiable agent-based simulations via graph neural networks
   2021/10/08 by Ayush Chopra, Chopra, Ayush, Esma S. Gel +13 · 1 citation
   Computer Science · Mathematics · Medicine · Psychology · #COVID-19 diagnosis using AI #COVID-19 epidemiological studies #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Mental Health Research Topics #Multiagent Systems (cs.MA) #Probability and Statistical Research
5. Decouple-and-Sample: Protecting sensitive information in task agnostic data release
   2022/03/17 by Abhishek Singh, Ethan Garza, Singh, Abhishek +8 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
6. A High-Resolution, US-scale Digital Similar of Interacting Livestock, Wild Birds, and Human Ecosystems with Applications to Multi-host Epidemic Spread
   2024/11/03 by Abhijin Adiga, Ayush Chopra, Adiga, Abhijin +21 · 1 voice · 1 citation
   Environmental Science · Medicine · #Species Distribution and Climate Change #Wildlife Ecology and Conservation #Zoonotic diseases and public health #cs.CE
7. Private Agent-Based Modeling
   2024/04/19 by Ayush Chopra, Chopra, Ayush, Arnau Quera-Bofarull +7 · 1 citation
   Decision Sciences · #Auction Theory and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Social and Information Networks (cs.SI)