Shreyas Malakarjun Patil

According to our database, Shreyas Malakarjun Patil authored at least 12 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Neural Sculpting: Uncovering hierarchically modular task structure through pruning and network analysis.

Shreyas Malakarjun Patil, Loizos Michael, Constantine Dovrolis

CoRR, 2023

Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis.

Shreyas Malakarjun Patil, Loizos Michael, Constantine Dovrolis

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

PHEW : Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data.

Shreyas Malakarjun Patil, Constantine Dovrolis

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

PHEW: Paths with higher edge-weights give "winning tickets" without training data.

Shreyas Malakarjun Patil, Constantine Dovrolis

CoRR, 2020

Generating Region of Interests for Invasive Breast Cancer in Histopathological Whole-Slide-Image.

Shreyas Malakarjun Patil, Li Tong, May D. Wang

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019

HFDSegNet: Holistic and Generalized Finger Dorsal ROI Segmentation Network.

Gaurav Jaswal, Shreyas Malakarjun Patil, Kamlesh Tiwari, Aditya Nigam

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

FS2Net: Fiber Structural Similarity Network (FS2Net) for Rotation Invariant Brain Tractography Segmentation Using Stacked LSTM Based Siamese Network.

Ranjeet Ranjan Jha, Shreyas Malakarjun Patil, Aditya Nigam, Arnav Bhavsar

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

A Multi-task Framework for Skin Lesion Detection and Segmentation.

Sulaiman Vesal, Shreyas Malakarjun Patil, Nishant Ravikumar, Andreas K. Maier

Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

2017

Siamese LSTM based Fiber Structural Similarity Network (FS2Net) for Rotation Invariant Brain Tractography Segmentation.

Shreyas Malakarjun Patil, Aditya Nigam, Arnav Bhavsar, Chiranjoy Chattopadhyay

CoRR, 2017

BrainSegNet : A Segmentation Network for Human Brain Fiber Tractography Data into Anatomically Meaningful Clusters.

Tushar Gupta, Shreyas Malakarjun Patil, Mukkaram Tailor, Daksh Thapar, Aditya Nigam

CoRR, 2017

IPSegNet : Deep Convolutional Neural Network Based Segmentation Framework for Iris and Pupil.

Shreyas Malakarjun Patil, Ranjeet Ranjan Jha, Aditya Nigam

Proceedings of the 13th International Conference on Signal-Image Technology & Internet-Based Systems, 2017

UBSegNet: Unified Biometric Region of Interest Segmentation Network.

Ranjeet Ranjan Jha, Daksh Thapar, Shreyas Malakarjun Patil, Aditya Nigam

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017