Sankaranarayanan, Swami

1. Exploring Visual Prompts for Adapting Large-Scale Models
   2022/03/31 by Bahng, Hyojin, Jahanian, Ali, Sankaranarayanan, Swami +1 · 28 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
   2022/11/20 by Thomas Hartvigsen, Hartvigsen, Thomas, Swami Sankaranarayanan +7 · 30 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Topic Modeling
3. Learning From Noisy Labels By Regularized Estimation Of Annotator Confusion
   2019/02/10 by Ryutaro Tanno, Ardavan Saeedi, Tanno, Ryutaro +7 · 14 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
4. Generate To Adapt: Aligning Domains using Generative Adversarial Networks
   2017/04/06 by Sankaranarayanan, Swami, Balaji, Yogesh, Castillo, Carlos D. +1 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Semantic uncertainty intervals for disentangled latent spaces
   2022/07/20 by Swami Sankaranarayanan, Anastasios N. Angelopoulos, Sankaranarayanan, Swami +7 · 3 citations
   Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. An All-In-One Convolutional Neural Network for Face Analysis
   2016/11/03 by Ranjan, Rajeev, Sankaranarayanan, Swami, Castillo, Carlos D. +1 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Improving Network Robustness against Adversarial Attacks with Compact Convolution
   2017/12/03 by Rajeev Ranjan, Ranjan, Rajeev, Swami Sankaranarayanan +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
8. Regularizing deep networks using efficient layerwise adversarial training
   2017/05/22 by Sankaranarayanan, Swami, Jain, Arpit, Chellappa, Rama +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation
   2024/05/28 by Hamidieh, Kimia, Zhang, Haoran, Sankaranarayanan, Swami +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Efficient Bias Mitigation Without Privileged Information
    2024/09/26 by Mateo Espinosa Zarlenga, Swami Sankaranarayanan, Zarlenga, Mateo Espinosa +9 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Law, Economics, and Judicial Systems