Sathya Narayanan Ravi

Employment

• University of Illinois at Chicago Assistant Professor
  2019 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (14)

• Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis
  Thirty-seventh Conference on Neural Information Processing Systems 2023
  +Save
• Optimizing nondecomposable data dependent regularizers via lagrangian reparameterization offers significant performance and efficiency gains
  AAAI 2020 - 34th AAAI Conference on Artificial Intelligence 2020
  +Save
• Adaptive activation thresholding: Dynamic routing type behavior for interpretability in convolutional neural networks
  Proceedings of the IEEE International Conference on Computer Vision 2019 DOI: 10.1109/ICCV.2019.00504
  +Save
• Explicitly imposing constraints in deep networks via conditional gradients gives improved generalization and faster convergence
  33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 2019
  +Save
• Numerical optimization to AI, and back
  33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 2019
  +Save
• A Biresolution Spectral Framework for Product Quantization
  Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2018 DOI: 10.1109/CVPR.2018.00351
  +Save
• Tensorize, Factorize and Regularize: Robust Visual Relationship Learning
  Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2018 DOI: 10.1109/CVPR.2018.00112
  +Save
• Filter flow made practical: Massively parallel and lock-free
  Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017 2017 DOI: 10.1109/CVPR.2017.532
  +Save
• On the interplay of network structure and gradient convergence in deep learning
  54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016 2017 DOI: 10.1109/ALLERTON.2016.7852271
  +Save
• Experimental design on a budget for sparse linear models and applications
  33rd International Conference on Machine Learning, ICML 2016 2016
  +Save