Elena Mocanu
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
NIPS (2)
IJCAI (1)
Top co-authors
Keywords
dynamic sparse training
(2)
neural network pruning
(1)
sample efficiency
(1)
medical image segmentation
(1)
efficient computing
(1)
time series classification
(1)
continuous control
(1)
receptive field
(1)
convolutional neural network
(1)
feature fusion
(1)
sparse neural network
(1)
3d convolution
(1)
deep reinforcement learning
(1)
dynamic sparsity
(1)
Papers
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness
ICLR 2025
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
NIPS 2024
Dynamic Sparse Network for Time Series Classification: Learning What to “See”
NIPS 2022
Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity
ICLR 2022
Dynamic Sparse Training for Deep Reinforcement Learning
IJCAI 2022