Prakash, Atul

13 publications

ICLR 2025 ELFS: Label-Free Coreset Selection with Proxy Training Dynamics Haizhong Zheng, Elisa Tsai, Yifu Lu, Jiachen Sun, Brian R. Bartoldson, Bhavya Kailkhura, Atul Prakash

ICML 2025 Test-Time Canonicalization by Foundation Models for Robust Perception Utkarsh Singhal, Ryan Feng, Stella X. Yu, Atul Prakash

NeurIPS 2025 What Really Is a Member? Discrediting Membership Inference via Poisoning Neal Mangaokar, Ashish Hooda, Zhuohang Li, Bradley A. Malin, Kassem Fawaz, Somesh Jha, Atul Prakash, Amrita Roy Chowdhury

ICLR 2024 CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-Training for BEV Perception Jiachen Sun, Haizhong Zheng, Qingzhao Zhang, Atul Prakash, Zhuoqing Mao, Chaowei Xiao

WACV 2024 D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles Ashish Hooda, Neal Mangaokar, Ryan Feng, Kassem Fawaz, Somesh Jha, Atul Prakash

NeurIPS 2024 Learn to Be Efficient: Build Structured Sparsity in Large Language Models Haizhong Zheng, Xiaoyan Bai, Xueshen Liu, Z. Morley Mao, Beidi Chen, Fan Lai, Atul Prakash

ECCV 2024 Leveraging Hierarchical Feature Sharing for Efficient Dataset Condensation Haizhong Zheng, Jiachen Sun, Shutong Wu, Bhavya Kailkhura, Zhuoqing Morley Mao, Chaowei Xiao, Atul Prakash

ICML 2023 Concept-Based Explanations for Out-of-Distribution Detectors Jihye Choi, Jayaram Raghuram, Ryan Feng, Jiefeng Chen, Somesh Jha, Atul Prakash

ICLR 2023 Coverage-Centric Coreset Selection for High Pruning Rates Haizhong Zheng, Rui Liu, Fan Lai, Atul Prakash

ICMLW 2023 Theoretically Principled Trade-Off for Stateful Defenses Against Query-Based Black-Box Attacks Ashish Hooda, Neal Mangaokar, Ryan Feng, Kassem Fawaz, Somesh Jha, Atul Prakash

CVPR 2021 MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation Sanjay Kariyappa, Atul Prakash, Moinuddin K Qureshi

ICLR 2021 Protecting DNNs from Theft Using an Ensemble of Diverse Models Sanjay Kariyappa, Atul Prakash, Moinuddin K Qureshi

ICMLW 2021 Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples Nelson Manohar-Alers, Ryan Feng, Sahib Singh, Jiguo Song, Atul Prakash