Asaf Noy
10 papers · 2014–2024 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (25) 🏆 Keyword Champion (2)
🧬
Topic Evolution
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(7)
Techniques
(5)
Application Areas
(4)
Learning Types · Machine Learning
(4)
Optimization & Theory · Deep Learning
(4)
Optimization & Theory · Machine Learning
(4)
Architectures
(3)
Core Methods
(3)
Computer Vision
(2)
Analysis
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Core AI
(1)
Keywords
neural architecture search
(4)
image classification
(4)
multi-label classification
(3)
asymmetric loss
(2)
model architecture
(2)
resource constraint
(2)
object detection
(2)
domain adaptation
(1)
transfer learning
(1)
representation learning
(1)
robust classification
(1)
attention mechanism
(1)
self-supervised learning
(1)
network pruning
(1)
zero-shot learning
(1)
scalable classification
(1)
classification head
(1)
model interpretability
(1)
pac-bayes theory
(1)
gradient-based optimization
(1)
Papers
Diverse Imagenet Models Transfer Better
WACV 2024
ML-Decoder: Scalable and Versatile Classification Head
WACV 2023
BINAS: Bilinear Interpretable Neural Architecture
Search
ACML 2022
Multi-Label Classification With Partial Annotations Using Class-Aware Selective Loss
CVPR 2022
Asymmetric Loss for Multi-Label Classification
ICCV 2021
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search
ICML 2021
TResNet: High Performance GPU-Dedicated Architecture
WACV 2021
ASAP: Architecture Search, Anneal and Prune
AISTATS 2020
XNAS: Neural Architecture Search with Expert Advice
NeurIPS 2019
Robust Forward Algorithms via PAC-Bayes and Laplace Distributions
AISTATS 2014