Chinmay Hegde
Orcid: 0000-0003-4574-8066
According to our database1,
Chinmay Hegde
authored at least 148 papers
between 2007 and 2024.
Collaborative distances:
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Bibliography
2024
NeuFENet: neural finite element solutions with theoretical bounds for parametric PDEs.
Eng. Comput., October, 2024
Vision-Language Models Can Identify Distracted Driver Behavior From Naturalistic Videos.
IEEE Trans. Intell. Transp. Syst., September, 2024
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models.
Proc. VLDB Endow., May, 2024
SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification.
CoRR, 2024
CoRR, 2024
Evaluation and Comparison of Visual Language Models for Transportation Engineering Problems.
CoRR, 2024
AgEval: A Benchmark for Zero-Shot and Few-Shot Plant Stress Phenotyping with Multimodal LLMs.
CoRR, 2024
Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the 9th IEEE European Symposium on Security and Privacy, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
SDFConnect: Neural Implicit Surface Reconstruction of a Sparse Point Cloud with Topological Constraints.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024
2023
Trans. Mach. Learn. Res., 2023
Scaling TabPFN: Sketching and Feature Selection for Tabular Prior-Data Fitted Networks.
CoRR, 2023
Towards Foundational AI Models for Additive Manufacturing: Language Models for G-Code Debugging, Manipulation, and Comprehension.
CoRR, 2023
CoRR, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE International Joint Conference on Biometrics, 2023
Proceedings of the International Conference on Algorithmic Learning Theory, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
IEEE Trans. Inf. Theory, 2022
Knowl. Based Syst., 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 58th Annual Allerton Conference on Communication, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Benefits of Jointly Training Autoencoders: An Improved Neural Tangent Kernel Analysis.
IEEE Trans. Inf. Theory, 2021
Nat. Comput. Sci., 2021
Frontiers Artif. Intell., 2021
Frontiers Artif. Intell., 2021
EURASIP J. Adv. Signal Process., 2021
CoRR, 2021
Proceedings of the International Conference for High Performance Computing, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
IEEE Trans. Computational Imaging, 2020
Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models.
CoRR, 2020
CoRR, 2020
Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models.
Proceedings of the 6th IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Signal Process., 2019
Sample-Efficient Algorithms for Recovering Structured Signals From Magnitude-Only Measurements.
IEEE Trans. Inf. Theory, 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Alternating Phase Projected Gradient Descent with Generative Priors for Solving Compressive Phase Retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
CoRR, 2018
Freeway Traffic Incident Detection from Cameras: A Semi-Supervised Learning Approach.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Towards Sample-Optimal Methods for Solving Random Quadratic Equations with Structure.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Solving Linear Inverse Problems Using Gan Priors: An Algorithm with Provable Guarantees.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Proceedings of the 56th Annual Allerton Conference on Communication, 2018
Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Trans. Signal Process., 2017
CoRR, 2017
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Demixing structured superposition signals from periodic and aperiodic nonlinear observations.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
IEEE Trans. Signal Process., 2015
IEEE Trans. Inf. Theory, 2015
Proceedings of the 34th ACM Symposium on Principles of Database Systems, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms, 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the Automata, Languages, and Programming - 41st International Colloquium, 2014
2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
2012
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2012
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
2011
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Manifold Learning and Its Applications, 2010
2009
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009
Proceedings of the 47th Annual Allerton Conference on Communication, 2009
2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007