2024
Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing Flows.
CoRR, 2024
IDD-AW: A Benchmark for Safe and Robust Segmentation of Drive Scenes in Unstructured Traffic and Adverse Weather.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
ICPR 2024 Competition on Safe Segmentation of Drive Scenes in Unstructured Traffic and Adverse Weather Conditions.
Proceedings of the Pattern Recognition. Competitions - 27th International Conference, 2024
2023
Ramanujan bipartite graph products for efficient block sparse neural networks.
Concurr. Comput. Pract. Exp., 2023
FInC Flow: Fast and Invertible k × k Convolutions for Normalizing Flows.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
City-scale Pollution Aware Traffic Routing by Sampling Multiple Max Flows Using MCMC.
Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023
Towards Efficient Semantic Segmentation Compression via Meta Pruning.
Proceedings of the Computer Vision and Image Processing - 8th International Conference, 2023
Accelerating Computer Vision Tasks on GPUs using Ramanujan Graph Product Framework.
Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023
City-Scale Pollution Aware Traffic Routing by Sampling Max Flows Using MCMC.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2021
Automated Seed Quality Testing System using GAN & Active Learning.
CoRR, 2021
CInC Flow: Characterizable Invertible 3x3 Convolution.
CoRR, 2021
Generalized parametric path problems.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Automated Seed Quality Testing System Using GAN and Active Learning.
Proceedings of the Pattern Recognition and Machine Intelligence, 2021
2020
A Characterization of Hard-to-Cover CSPs.
Theory Comput., 2020
2019
IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained Environments.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Dynamic Block Sparse Reparameterization of Convolutional Neural Networks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Universal Semi-Supervised Semantic Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
City-Scale Road Audit System using Deep Learning.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Class2Str: End to End Latent Hierarchy Learning.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Deep Expander Networks: Efficient Deep Networks from Graph Theory.
Proceedings of the Computer Vision - ECCV 2018, 2018
Efficient Semantic Segmentation Using Gradual Grouping.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
Improved Visual Relocalization by Discovering Anchor Points.
Proceedings of the British Machine Vision Conference 2018, 2018
2017
Super-Polylogarithmic Hypergraph Coloring Hardness via Low-Degree Long Codes.
SIAM J. Comput., 2017
Compressing Deep Neural Networks for Recognizing Places.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017
2015
On Fortification of General Games.
Electron. Colloquium Comput. Complex., 2015
Reducing uniformity in Khot-Saket hypergraph coloring hardness reductions.
Chic. J. Theor. Comput. Sci., 2015
Derandomized Graph Product Results Using the Low Degree Long Code.
Proceedings of the 32nd International Symposium on Theoretical Aspects of Computer Science, 2015
P. polycephalum Can Compute Shortest Paths.
Proceedings of the BICT 2015, 2015
On Fortification of Projection Games.
Proceedings of the Approximation, 2015
2014
A note on reducing uniformity in Khot-Saket hypergraph coloring hardness reductions.
CoRR, 2014
Playing games in an uncertain world.
CoRR, 2014
2013
Streaming algorithms for language recognition problems.
Theor. Comput. Sci., 2013
2012
Physarum can compute shortest paths.
Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms, 2012
2010
Streaming algorithms for some problems in log-space.
Electron. Colloquium Comput. Complex., 2010
Conductance and Eigenvalue
CoRR, 2010