Alireza Makhzani
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Sparse and Compressive Sensing Techniques, Advanced Data Compression Techniques, Algorithms and Data Compression, Model Reduction and Neural Networks
Most-Cited Works
- → StarCraft II: A New Challenge for Reinforcement Learning(2017)683 cited
- → Adversarial Autoencoders(2015)314 cited
- → Winner-Take-All Autoencoders(2014)174 cited
- → k-Sparse Autoencoders(2013)148 cited
- → Variational Model Inversion Attacks(2022)32 cited
- A Winner-Take-All Method for Training Sparse Convolutional Autoencoders.(2014)
- → PixelGAN Autoencoders(2017)25 cited
- → Evaluating Lossy Compression Rates of Deep Generative Models(2020)13 cited
- Unsupervised Representation Learning with Autoencoders(2018)
- → Reconstruction of jointly sparse signals using iterative hard thresholding(2012)10 cited