Nir Shavit
7 papers · 2017–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π£ Hot Topic Early Bird
π
Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(19)
Conferences
ICML (3)
CVPR (2)
ICLR (2)
Top co-authors
Keywords
convolutional neural network
(2)
autonomous driving
(1)
graph generation
(1)
network pruning
(1)
instance segmentation
(1)
neural network optimization
(1)
multi-object tracking
(1)
electron microscopy
(1)
autoregressive model
(1)
scaling law
(1)
sparse activation
(1)
model generalization
(1)
scene generation
(1)
weight pruning
(1)
inference acceleration
(1)
activation sparsity
(1)
3d convolution
(1)
gpu optimization
(1)
unstructured pruning
(1)
network compression
(1)
Papers
Connectome-constrained Latent Variable Model of Whole-Brain Neural Activity
ICLR 2022
HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps
CVPR 2021
On the Predictability of Pruning Across Scales
ICML 2021
A Constructive Prediction of the Generalization Error Across Scales
ICLR 2020
Inducing and Exploiting Activation Sparsity for Fast Inference on Deep Neural Networks
ICML 2020
Cross-Classification Clustering: An Efficient Multi-Object Tracking Technique for 3-D Instance Segmentation in Connectomics
CVPR 2019
Deep Tensor Convolution on Multicores
ICML 2017