Milad Hashemi
9 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6)
πΊοΈ
Taxonomy Completionist
(20)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(8)
π
Triple Crown
π₯
Unstoppable
(5)
Conferences
ICLR (4)
ICML (3)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
imitation learning
(1)
embedding learning
(1)
metropolis-hastings sampling
(1)
attention mechanism
(1)
policy learning
(1)
markov chain monte carlo
(1)
image super-resolution
(1)
approximate sampling
(1)
gradient-based sampling
(1)
discrete distribution
(1)
probabilistic model
(1)
recurrent neural network
(1)
algorithmic reasoning
(1)
energy-based model
(1)
parameter efficiency
(1)
neural field
(1)
access pattern
(1)
memory access pattern
(1)
memory prefetching
(1)
Papers
Learning Performance-Improving Code Edits
ICLR 2024
CUF: Continuous Upsampling Filters
CVPR 2023
Data-Driven Offline Optimization for Architecting Hardware Accelerators
ICLR 2022
Oops I Took A Gradient: Scalable Sampling for Discrete Distributions
ICML 2021
No MCMC for me: Amortized sampling for fast and stable training of energy-based models
ICLR 2021
LEARNING EXECUTION THROUGH NEURAL CODE FUSION
ICLR 2020
An Imitation Learning Approach for Cache Replacement
ICML 2020
Neural Execution Engines: Learning to Execute Subroutines
NIPS 2020
Learning Memory Access Patterns
ICML 2018