Mart van Baalen
8 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Cross-Pollinator (6) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(4)
π
Academic Marathon
(5)
π
Triple Crown
β
The Questioner
(2)
Conferences
NIPS (4)
ICLR (2)
ICCV (1)
ICML (1)
Top co-authors
Keywords
model compression
(5)
neural network quantization
(4)
post-training quantization
(2)
neural network
(2)
neural network pruning
(2)
neural network optimization
(1)
bias correction
(1)
deep neural network
(1)
low-rank adaptation
(1)
sparse training
(1)
inference efficiency
(1)
weight quantization
(1)
inference latency
(1)
compression ratio
(1)
parameter-efficient finetuning
(1)
sparse adapter
(1)
concept loss
(1)
neural network inference
(1)
quantization-aware training
(1)
mixed precision
(1)
Papers
The LLM Surgeon
ICLR 2024
Sparse High Rank Adapters
NIPS 2024
Pruning vs Quantization: Which is Better?
NIPS 2023
FP8 Quantization: The Power of the Exponent
NIPS 2022
Bayesian Bits: Unifying Quantization and Pruning
NIPS 2020
Gradient $\ell_1$ 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