Alireza Makhzani

1. Adversarial Autoencoders
   2015/11/18 by Alireza Makhzani, Jonathon Shlens, Makhzani, Alireza +8 · 1 voice · 47 citations
   Computer Science · #Digital Media Forensic Detection #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #cs.LG
2. StarCraft II: A New Challenge for Reinforcement Learning
   2017/08/16 by Oriol Vinyals, Timo Ewalds, Vinyals, Oriol +48 · 1 voice · 49 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #cs.AI #cs.LG
3. Action Matching: Learning Stochastic Dynamics from Samples
   2022/10/13 by Kirill Neklyudov, Neklyudov, Kirill, Rob Brekelmans +5 · 1 voice · 14 citations
   #cs.LG
4. Winner-Take-All Autoencoders
   2014/09/09 by Alireza Makhzani, Brendan J. Frey, Makhzani, Alireza +1 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
5. Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo
   2024/04/26 by Rob Brekelmans, Zhao, Stephen, Alireza Makhzani +4 · 8 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
6. A Computational Framework for Solving Wasserstein Lagrangian Flows
   2023/10/16 by Kirill Neklyudov, Neklyudov, Kirill, Rob Brekelmans +9 · 7 citations
   Physics and Astronomy · Engineering · Computer Science · #Model Reduction and Neural Networks #Lattice Boltzmann Simulation Studies #Generative Adversarial Networks and Image Synthesis
7. Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective
   2024/02/05 by Lin Wu, Lin, Wu, Felix Dangel +9 · 4 citations
   Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Machine Learning (cs.LG) #Numerical methods in inverse problems #Optimization and Control (math.OC)
8. Quantum HyperNetworks: Training Binary Neural Networks in Quantum Superposition
   2023/01/19 by Juan Carrasquilla, Carrasquilla, Juan, Mohamed Hibat-Allah +11 · 2 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
9. PixelGAN Autoencoders
   2017/06/02 by Alireza Makhzani, Makhzani, Alireza, Brendan J. Frey +1 · 1 citation
   Computer Science · #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
10. Structured Inverse-Free Natural Gradient: Memory-Efficient & Numerically-Stable KFAC
    2023/12/09 by Lin Wu, Felix Dangel, Lin, Wu +11 · 1 citation
    Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #FOS: Computer and information sciences #Geophysical and Geoelectrical Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Model Reduction and Neural Networks