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Description: Homepage of Susmit Jha - Technical Director of Neuro-Symbolic Computing and Intelligence at SRI International
reinforcement learning (141) quantum computing (106) formal methods (46) symmetry (40) dynamical systems (15) adversarial learning (3) susmit jha (1) high assurance learning (1) interpretable learning (1) automated synthesis (1)
Dual-Key Multimodal Backdoors for Visual Question Answering. Walmer, Matthew, Karan Sikka, Indranil Sur, Abhinav Shrivastava, and Susmit Jha IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2022. Paper (PDF) Detecting out-of-context objects using graph contextual reasoning network. Manoj Acharya, Anirban Roy, Kaushik Koneripalli, Susmit Jha, Christopher Kanan, Ajay Divakaran 31st International Joint Conference on Artificial Intelligence (IJCAI), 2022. Paper (PDF) Trigger Hunting with a
Direct Amortized Likelihood Ratio Estimation Adam D. Cobb, Brian Matejek, Daniel Elenius, Anirban Roy, Susmit Jha NeurIPS workshop on Machine Learning and the Physical Sciences, 2023 Paper (PDF) Universal Trojan Signatures in Reinforcement Learning Manoj Acharya, Weichao Zhou, Anirban Roy, Xiao Lin, Wenchao Li, Susmit Jha NeurIPS Workshop on Backdoors in Deep Learning, 2023 Paper (PDF) TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models Indranil Sur, Karan Sikka, Matt
Principled Out-of-Distribution Detection via Multiple Testing Akshayaa Magesh, Venugopal V. Veeravalli, Anirban Roy, Susmit Jha Journal of Machine Learning Research, 2023 Paper (PDF) AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs Adam D. Cobb, Anirban Roy, Daniel Elenius, Frederick Michael Heim, Brian Swenson, Sydney Whittington, James D Walker, Theodore Bapty, Joseph Hite, Karthik Ramani, Christopher McComb, Susmit Jha Thirty-seventh Conference on Neural Information Processing Sy
Dawei Sun | Welcome to Dawei Sun's Homepage