Łukasz Dudziak
12 papers · 2019–2024 · 7 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Taxonomy Completionist
(15)
🔥
Unstoppable
(6)
💎
Century Club
(12)
Conferences
ICLR (4)
ICML (2)
INTERSPEECH (2)
AUTOML (1)
ECCV (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
model compression
(4)
automatic speech recognition
(2)
neural architecture search
(2)
benchmark evaluation
(1)
matrix factorization
(1)
neural network optimization
(1)
singular value decomposition
(1)
edge computing
(1)
network topology
(1)
automated machine learning
(1)
end-to-end model
(1)
word error rate
(1)
end-to-end speech recognition
(1)
architecture optimization
(1)
network design
(1)
on-device deployment
(1)
activation quantization
(1)
zero-cost proxy
(1)
neural processing unit
(1)
low rank factorization
(1)
Papers
Neural Fine-Tuning Search for Few-Shot Learning
ICLR 2024
Towards Neural Architecture Search through Hierarchical Generative Modeling
ICML 2024
MobileQuant: Mobile-friendly Quantization for On-device Language Models
EMNLP 2024
Recurrent Early Exits for Federated Learning with Heterogeneous Clients
ICML 2024
Exploiting Network Compressibility and Topology in Zero-Cost NAS
AUTOML 2023
BLOX: Macro Neural Architecture Search Benchmark and Algorithms
NIPS 2022
Zero-Cost Proxies for Lightweight NAS
ICLR 2021
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition
ICLR 2021
Journey Towards Tiny Perceptual Super-Resolution
ECCV 2020
Iterative Compression of End-to-End ASR Model Using AutoML
INTERSPEECH 2020
Dynamic Channel Pruning: Feature Boosting and Suppression
ICLR 2019
ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning
INTERSPEECH 2019