Niv Nayman
8 papers · 2019–2024 · 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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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🗺️
Taxonomy Completionist
(19)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Keywords
neural architecture search
(4)
resource constraint
(2)
image classification
(2)
domain adaptation
(1)
gradient-based optimization
(1)
self-supervised learning
(1)
model architecture
(1)
network pruning
(1)
model interpretability
(1)
subspace selection
(1)
model pruning
(1)
high-dimensional optimization
(1)
bayesian optimization
(1)
expert advice
(1)
regret bound
(1)
latency constraint
(1)
feature diversity
(1)
memory footprint
(1)
vision dataset
(1)
differentiable search
(1)
Papers
Diverse Imagenet Models Transfer Better
WACV 2024
FreeAugment: Data Augmentation Search Across All Degrees of Freedom
ECCV 2024
VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding
ECCV 2024
Two-stage Kernel Bayesian Optimization in High Dimensions
UAI 2023
BINAS: Bilinear Interpretable Neural Architecture
Search
ACML 2022
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search
ICML 2021
ASAP: Architecture Search, Anneal and Prune
AISTATS 2020
XNAS: Neural Architecture Search with Expert Advice
NeurIPS 2019