Gamaleldin Elsayed
6 papers · 2018–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(5)
Computer Vision
(4)
Analysis
(4)
Machine Learning
(3)
Techniques
(3)
Core AI · Computer Vision
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Core AI · Artificial Intelligence
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
adversarial robustness
(2)
convolutional neural network
(2)
image classification
(2)
policy gradient
(1)
self-supervised learning
(1)
attention mechanism
(1)
autonomous driving
(1)
point cloud
(1)
depth estimation
(1)
pedestrian detection
(1)
low-rank approximation
(1)
large margin classifier
(1)
unsupervised segmentation
(1)
multi-object tracking
(1)
human visual system
(1)
3d object detection
(1)
adversarial attack
(1)
inductive bia
(1)
decision boundary
(1)
interpretable model
(1)
Papers
SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos
NeurIPS 2022
RSN: Range Sparse Net for Efficient, Accurate LiDAR 3D Object Detection
CVPR 2021
Revisiting Spatial Invariance with Low-Rank Local Connectivity
ICML 2020
Saccader: Improving Accuracy of Hard Attention Models for Vision
NeurIPS 2019
Adversarial Examples that Fool both Computer Vision and Time-Limited Humans
NeurIPS 2018
Large Margin Deep Networks for Classification
NeurIPS 2018