Search Results - Krishnan, Ranganath

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  1. 1
    Uncertainty-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference

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

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  2. 2
    A pocket-sized metabolic analyzer for assessment of resting energy expenditure

    A pocket-sized metabolic analyzer for assessment of resting energy expenditure by Zhao, Di, Xian, Xiaojun, Terrera, Mirna, Krishnan, Ranganath, Miller, Dylan, Bridgeman, Devon, Tao, Kevin, Zhang, Lihua, Tsow, Francis, Forzani, Erica S, Tao, Nongjian

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  3. 3
    Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes

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

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  4. 4
    Continual Active Adaptation to Evolving Distributional Shifts

    Continual Active Adaptation to Evolving Distributional Shifts by Machireddy, Amrutha, Krishnan, Ranganath, Ahuja, Nilesh, Tickoo, Omesh

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  5. 5
    Enhancing Trust in Large Language Models with Uncertainty-Aware Fine-Tuning

    Enhancing Trust in Large Language Models with Uncertainty-Aware Fine-Tuning by Ranganath Krishnan, Khanna, Piyush, Tickoo, Omesh

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  6. 6
    Efficient Priors for Scalable Variational Inference in Bayesian Deep Neural Networks

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

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  7. 7
    Improving model calibration with accuracy versus uncertainty optimization

    Improving model calibration with accuracy versus uncertainty optimization by Ranganath Krishnan, Tickoo, Omesh

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  8. 8
    Parameter-Efficient Active Learning for Foundational models

    Parameter-Efficient Active Learning for Foundational models by Athmanarayanan Lakshmi Narayanan, Ranganath Krishnan, Machireddy, Amrutha, Subedar, Mahesh

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  9. 9
    Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization

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

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  10. 10
    Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes

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

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  11. 11
    HEAL: Brain-inspired Hyperdimensional Efficient Active Learning

    HEAL: Brain-inspired Hyperdimensional Efficient Active Learning by Ni, Yang, Zou, Zhuowen, Huang, Wenjun, Hanning Chen, William Youngwoo Chung, Cho, Samuel, Ranganath Krishnan, Mercati, Pietro, Imani, Mohsen

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  12. 12
    Robust Contrastive Active Learning with Feature-guided Query Strategies

    Robust Contrastive Active Learning with Feature-guided Query Strategies by Ranganath Krishnan, Ahuja, Nilesh, Sinha, Alok, Subedar, Mahesh, Tickoo, Omesh, Iyer, Ravi

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  13. 13
    BAR: Bayesian Activity Recognition using variational inference

    BAR: Bayesian Activity Recognition using variational inference by Ranganath Krishnan, Subedar, Mahesh, Tickoo, Omesh

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  14. 14
    Deep Probabilistic Models to Detect Data Poisoning Attacks

    Deep Probabilistic Models to Detect Data Poisoning Attacks by Subedar, Mahesh, Ahuja, Nilesh, Ranganath Krishnan, Ndiour, Ibrahima J, Tickoo, Omesh

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  15. 15
    Uncertainty aware audiovisual activity recognition using deep Bayesian variational inference

    Uncertainty aware audiovisual activity recognition using deep Bayesian variational inference by Subedar, Mahesh, Ranganath Krishnan, Paulo Lopez Meyer, Tickoo, Omesh, Huang, Jonathan

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  16. 16
    Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty

    Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty by Bhatt, Umang, Antorán, Javier, Zhang, Yunfeng, Q Vera Liao, Sattigeri, Prasanna, Fogliato, Riccardo, Gabrielle Gauthier Melançon, Ranganath Krishnan, Stanley, Jason, Tickoo, Omesh, Nachman, Lama, Chunara, Rumi, Srikumar, Madhulika, Weller, Adrian, Xiang, Alice

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  17. 17
    Nanostructured Silicon Anodes for Lithium Ion Rechargeable Batteries

    Nanostructured Silicon Anodes for Lithium Ion Rechargeable Batteries by Teki, Ranganath, Datta, Moni K., Krishnan, Rahul, Parker, Thomas C., Lu, Toh-Ming, Kumta, Prashant N., Koratkar, Nikhil

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  18. 18
    IJCM_124A: A cross sectional study to assess the prevalence, pattern and predictors of complementary and alternative medicine use among non – communicable disease patients in the urban field practise area of a Government Medical College, Bengaluru

    IJCM_124A: A cross sectional study to assess the prevalence, pattern and predictors of complementary and alternative medicine use among non – communicable disease patients in the u... by Krishnan, Sini R, Thangaraj, Selvi, Ranganath, T S

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  19. 19
    Quantum Mechanical Characterization of Single Walled Carbon Nanotube (SWCNT) to Evaluate Stability and Conductivity

    Quantum Mechanical Characterization of Single Walled Carbon Nanotube (SWCNT) to Evaluate Stability and Conductivity by Ranganath, A, Ashish, G, Varun Gopal, K, Kutty, K N, Krishnan Namboori, P K, Gopakumar, D

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