Analysis of Q-learning on ANNs for robot control using live video feed. - Nihal Murali; Kunal Gupta; Surekha Bhanot (ICSIPA, 2017)

Classification and Re-Identification of Fruit Fly Individuals Across Days With Convolutional Neural Networks. - Nihal Murali; Jon Schneider; Joel Levine; Graham W. Taylor (WACV, 2019)

Augmentation by Counterfactual Explanation -Fixing an Overconfident Classifier. - Sumedha Singla; Nihal Murali; Forough Arabshahi; Sofia Triantafyllou; Kayhan Batmanghelich (WACV, 2023)

Shortcut Learning Through the Lens of Early Training Dynamics. - Nihal Murali; Aahlad Manas Puli; Ke Yu; Rajesh Ranganath; Kayhan Batmanghelich (CoRR, 2023)

Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics. - Nihal Murali; Aahlad Manas Puli; Ke Yu; Rajesh Ranganath; Kayhan Batmanghelich (Trans. Mach. Learn. Res., 2023)