Shreyas Malakarjun Patil

17 papers A* 2B 1C 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Before Forgetting, There's Learning: Representation Learning Challenges in Online Unsupervised Continual Learning.
Trans. Mach. Learn. Res.
Cameron Ethan Taylor, Shreyas Malakarjun Patil, Constantine Dovrolis
2025 J jnl
How Can Knowledge of a Task's Modular Structure Improve Generalization and Training Efficiency?
Trans. Mach. Learn. Res.
Shreyas Malakarjun Patil, Cameron Ethan Taylor, Constantine Dovrolis
2025 — —
Leveraging sparsity in deep neural networks for training efficiency, interpretability and generalization.
Shreyas Malakarjun Patil
2023 A* conf
Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis.
NeurIPS
Shreyas Malakarjun Patil, Loizos Michael, Constantine Dovrolis
2023 J jnl
Neural Sculpting: Uncovering hierarchically modular task structure through pruning and network analysis.
CoRR
Shreyas Malakarjun Patil, Loizos Michael, Constantine Dovrolis
2021 A* conf
PHEW : Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data.
ICML
Shreyas Malakarjun Patil, Constantine Dovrolis
2020 B conf
Generating Region of Interests for Invasive Breast Cancer in Histopathological Whole-Slide-Image.
COMPSAC
Shreyas Malakarjun Patil, Li Tong, May D. Wang
2020 J jnl
PHEW: Paths with higher edge-weights give "winning tickets" without training data.
CoRR
Shreyas Malakarjun Patil, Constantine Dovrolis
2019 — conf
FS2Net: Fiber Structural Similarity Network (FS2Net) for Rotation Invariant Brain Tractography Segmentation Using Stacked LSTM Based Siamese Network.
CAIP (2)
Ranjeet Ranjan Jha, Shreyas Malakarjun Patil, Aditya Nigam, Arnav Bhavsar
2019 C conf
HFDSegNet: Holistic and Generalized Finger Dorsal ROI Segmentation Network.
ICPRAM
Gaurav Jaswal, Shreyas Malakarjun Patil, Kamlesh Tiwari, Aditya Nigam
2018 — conf
A Multi-task Framework for Skin Lesion Detection and Segmentation.
OR 2.0/CARE/CLIP/ISIC@MICCAI
Sulaiman Vesal, Shreyas Malakarjun Patil, Nishant Ravikumar, Andreas K. Maier
2018 J jnl
A Multi-task Framework for Skin Lesion Detection and Segmentation.
CoRR
Sulaiman Vesal, Shreyas Malakarjun Patil, Nishant Ravikumar, Andreas K. Maier
2017 J jnl
BrainSegNet : A Segmentation Network for Human Brain Fiber Tractography Data into Anatomically Meaningful Clusters.
CoRR
Tushar Gupta, Shreyas Malakarjun Patil, Mukkaram Tailor, Daksh Thapar, Aditya Nigam
2017 — conf
IPSegNet : Deep Convolutional Neural Network Based Segmentation Framework for Iris and Pupil.
SITIS
Shreyas Malakarjun Patil, Ranjeet Ranjan Jha, Aditya Nigam
2017 J jnl
Siamese LSTM based Fiber Structural Similarity Network (FS2Net) for Rotation Invariant Brain Tractography Segmentation.
CoRR
Shreyas Malakarjun Patil, Aditya Nigam, Arnav Bhavsar, Chiranjoy Chattopadhyay
2017 — conf
UBSegNet: Unified Biometric Region of Interest Segmentation Network.
ACPR
Ranjeet Ranjan Jha, Daksh Thapar, Shreyas Malakarjun Patil, Aditya Nigam
2017 J jnl
UBSegNet: Unified Biometric Region of Interest Segmentation Network.
CoRR
Ranjeet Ranjan Jha, Daksh Thapar, Shreyas Malakarjun Patil, Aditya Nigam