Swami, Ananthram

9 publications

CVPR 2025 AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments Xiangyu Chang, Fahim Faisal Niloy, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit Roy-Chowdhury

ICLR 2025 On the Adversarial Vulnerability of Label-Free Test-Time Adaptation Shahriar Rifat, Jonathan Ashdown, Michael J. De Lucia, Ananthram Swami, Francesco Restuccia

ICLR 2023 Graph-Based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems Zhongyuan Zhao, Ananthram Swami, Santiago Segarra

NeurIPS 2022 Physics-Informed Implicit Representations of Equilibrium Network Flows Kevin D. Smith, Francesco Seccamonte, Ananthram Swami, Francesco Bullo

ICLR 2021 Combining Physics and Machine Learning for Network Flow Estimation Arlei Lopes da Silva, Furkan Kocayusufoglu, Saber Jafarpour, Francesco Bullo, Ananthram Swami, Ambuj Singh

ECCV 2020 Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency Shasha Li, Shitong Zhu, Sudipta Paul, Amit Roy-Chowdhury, Chengyu Song, Srikanth Krishnamurthy, Ananthram Swami, Kevin S Chan

NeurIPS 2020 Unsupervised Joint K-Node Graph Representations with Compositional Energy-Based Models Leonardo Cotta, Carlos H. C. Teixeira, Ananthram Swami, Bruno Ribeiro

NeurIPS 2019 Attribution-Based Confidence Metric for Deep Neural Networks Susmit Jha, Sunny Raj, Steven Fernandes, Sumit K Jha, Somesh Jha, Brian Jalaian, Gunjan Verma, Ananthram Swami

NeurIPS 2019 Error Correcting Output Codes Improve Probability Estimation and Adversarial Robustness of Deep Neural Networks Gunjan Verma, Ananthram Swami