Sharath Nittur Sridhar

1. Driving in the Matrix: Can Virtual Worlds Replace Human-Generated\n Annotations for Real World Tasks?
   2016/10/06 by Matthew Johnson‐Roberson, Charles Barto, Johnson-Roberson, Matthew +9 · 19 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Gaussian Processes and Bayesian Inference #Advanced Neural Network Applications
2. Compact Scene Graphs for Layout Composition and Patch Retrieval
   2019/04/19 by Subarna Tripathi, Sharath Nittur Sridhar, Tripathi, Subarna +5 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
3. Sparse Mixture Once-for-all Adversarial Training for Efficient In-Situ Trade-Off Between Accuracy and Robustness of DNNs
   2022/12/27 by Souvik Kundu, Kundu, Souvik, Sairam Sundaresan +9 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
4. InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning
   2023/08/29 by Sharath Nittur Sridhar, Sridhar, Sharath Nittur, Souvik Kundu +7 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification