Niv Nayman
8 papers · 2019–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Academic Marathon (5) π£ Hot Topic Early Bird
π
Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(19)
π₯
Unstoppable
(6)
Conferences
ECCV (2)
ACML (1)
AISTATS (1)
ICML (1)
NIPS (1)
UAI (1)
WACV (1)
Top co-authors
Keywords
neural architecture search
(4)
image classification
(2)
resource constraint
(2)
domain adaptation
(1)
gradient-based optimization
(1)
self-supervised learning
(1)
model architecture
(1)
network pruning
(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)
differentiable architecture search
(1)
Papers
Diverse Imagenet Models Transfer Better
WACV 2024
VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding
ECCV 2024
FreeAugment: Data Augmentation Search Across All Degrees of Freedom
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
NIPS 2019