Jha, Sumit Kumar

14 publications

WACV 2025 Data Augmentation for Image Classification Using Generative AI Fazle Rahat, M Shifat Hossain, Md Rubel Ahmed, Sumit Kumar Jha, Rickard Ewetz

AISTATS 2025 Explaining ViTs Using Information Flow Chase Walker, Md Rubel Ahmed, Sumit Kumar Jha, Rickard Ewetz

ICML 2025 Grammar-Forced Translation of Natural Language to Temporal Logic Using LLMs William H English, Dominic Simon, Sumit Kumar Jha, Rickard Ewetz

ICLR 2025 Metric-Driven Attributions for Vision Transformers Chase Walker, Sumit Kumar Jha, Rickard Ewetz

AAAI 2024 Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision Chase Walker, Sumit Kumar Jha, Kenny Chen, Rickard Ewetz

NeurIPSW 2024 Jailbreaking Large Language Models with Symbolic Mathematics Emet Bethany, Mazal Bethany, Juan A. Nolazco-Flores, Sumit Kumar Jha, Peyman Najafirad

ECCVW 2022 Attribution-Based Confidence Metric for Detection of Adversarial Attacks on Breast Histopathological Images Steven Lawrence Fernandes, Senka Krivic, Poonam Sharma, Sumit Kumar Jha

IJCAI 2022 ExplainIt!: A Tool for Computing Robust Attributions of DNNs Sumit Kumar Jha, Alvaro Velasquez, Rickard Ewetz, Laura Pullum, Susmit Jha

NeurIPSW 2022 Responsible Reasoning with Large Language Models and the Impact of Proper Nouns Sumit Kumar Jha, Rickard Ewetz, Alvaro Velasquez, Susmit Jha

AAAI 2022 Shaping Noise for Robust Attributions in Neural Stochastic Differential Equations Sumit Kumar Jha, Rickard Ewetz, Alvaro Velasquez, Arvind Ramanathan, Susmit Jha

IJCAI 2021 On Smoother Attributions Using Neural Stochastic Differential Equations Sumit Kumar Jha, Rickard Ewetz, Alvaro Velasquez, Susmit Jha

ECCVW 2020 Adversarial Attack on Deepfake Detection Using RL Based Texture Patches Steven Lawrence Fernandes, Sumit Kumar Jha

CVPRW 2020 Detecting Deepfake Videos Using Attribution-Based Confidence Metric Steven Lawrence Fernandes, Sunny Raj, Rickard Ewetz, Jodh Singh Pannu, Sumit Kumar Jha, Eddy Ortiz, Iustina Vintila, Margaret Salter

ICCVW 2019 Predicting Heart Rate Variations of Deepfake Videos Using Neural ODE Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Margaret Salter, Gordana Urosevic, Sumit Kumar Jha