Search Results for author: Sumit Jha

Found 5 papers, 1 papers with code

Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision

1 code implementation31 May 2023 Chase Walker, Sumit Jha, Kenny Chen, Rickard Ewetz

Attribution algorithms are frequently employed to explain the decisions of neural network models.

On the Robustness of AlphaFold: A COVID-19 Case Study

no code implementations10 Jan 2023 Ismail Alkhouri, Sumit Jha, Andre Beckus, George Atia, Alvaro Velasquez, Rickard Ewetz, Arvind Ramanathan, Susmit Jha

To measure the robustness of the predicted structures, we utilize (i) the root-mean-square deviation (RMSD) and (ii) the Global Distance Test (GDT) similarity measure between the predicted structure of the original sequence and the structure of its adversarially perturbed version.

Protein Folding

The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention

no code implementations23 Dec 2020 Sumit Jha, Mohamed F. Marzban, Tiancheng Hu, Mohamed H. Mahmoud, Naofal Al-Dhahir Carlos Busso

We use the Fi- Cap device that continuously tracks the head movement of the driver using fiducial markers, providing frame-based annotations to train head pose algorithms in naturalistic driving conditions.

Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions

no code implementations23 Dec 2020 Sumit Jha, Carlos Busso

Specific traits in human behavior can be automatically predicted, which can help the vehicle make decisions, increasing safety.

GPR Position +1

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