Petros Daras
7 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🚀 Conference Pioneer
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Research topics
Deep Learning
(3)
Computer Vision
(2)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Security & Privacy
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Privacy
(1)
Processing
(1)
Keywords
image restoration
(1)
object recognition
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
machine unlearning
(1)
sensorimotor learning
(1)
information-theoretic bound
(1)
jensen-shannon divergence
(1)
depth denoising
(1)
data memorization
(1)
depth map
(1)
model memorization
(1)
neural network
(1)
prediction smoothing
(1)
prediction probability
(1)
rgb-d perception
(1)
Papers
LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty
CVPR 2025
FedHARM: Harmonizing Model Architectural Diversity in Federated Learning
ECCV 2024
Multi-view adaptive graph convolutions for graph classification
ECCV 2020
Self-Supervised Deep Depth Denoising
ICCV 2019
OmniDepth: Dense Depth Estimation for Indoors Spherical Panoramas
ECCV 2018
Deep Affordance-Grounded Sensorimotor Object Recognition
CVPR 2017
Non-Linear Convolution Filters for CNN-Based Learning
ICCV 2017