Krishnan, Ranganath

8 publications

ACML 2025 CAP: Conformalized Abstention Policies for Context-Adaptive Risk Management for LLMs and VLMs Sina Tayebati, Divake Kumar, Nastaran Darabi, Dinithi Jayasuriya, Theja Tulabandhula, Ranganath Krishnan, Amit Ranjan Trivedi

CVPRW 2022 Continual Active Adaptation to Evolving Distributional Shifts Amrutha Machireddy, Ranganath Krishnan, Nilesh A. Ahuja, Omesh Tickoo

ECCVW 2022 Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization Neslihan Kose, Ranganath Krishnan, Akash Dhamasia, Omesh Tickoo, Michael Paulitsch

NeurIPS 2020 Improving Model Calibration with Accuracy Versus Uncertainty Optimization Ranganath Krishnan, Omesh Tickoo

AAAI 2020 Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes Ranganath Krishnan, Mahesh Subedar, Omesh Tickoo

ICCVW 2019 Efficient Priors for Scalable Variational Inference in Bayesian Deep Neural Networks Ranganath Krishnan, Mahesh Subedar, Omesh Tickoo

CVPRW 2019 Uncertainty Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference Mahesh Subedar, Ranganath Krishnan, Paulo Lopez-Meyer, Omesh Tickoo, Jonathan Huang

ICCV 2019 Uncertainty-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference Mahesh Subedar, Ranganath Krishnan, Paulo Lopez Meyer, Omesh Tickoo, Jonathan Huang