Mart van Baalen
8 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Triple Crown
β
The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
model compression
(6)
neural network quantization
(4)
post-training quantization
(3)
neural network
(2)
neural network pruning
(2)
weight quantization
(2)
neural network optimization
(1)
parameter efficient
(1)
model pruning
(1)
bias correction
(1)
deep neural network
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
sparse training
(1)
inference efficiency
(1)
inference latency
(1)
compression ratio
(1)
sparse adapter
(1)
concept loss
(1)
neural network inference
(1)
Papers
Sparse High Rank Adapters
NeurIPS 2024
The LLM Surgeon
ICLR 2024
Pruning vs Quantization: Which is Better?
NeurIPS 2023
FP8 Quantization: The Power of the Exponent
NeurIPS 2022
Bayesian Bits: Unifying Quantization and Pruning
NeurIPS 2020
Gradient β_1 Regularization for Quantization Robustness
ICLR 2020
Up or Down? Adaptive Rounding for Post-Training Quantization
ICML 2020
Data-Free Quantization Through Weight Equalization and Bias Correction
ICCV 2019