Arash Mehrjou

1. Diffusion Models for Video Prediction and Infilling
   2022/06/15 by Tobias Höppe, Höppe, Tobias, Arash Mehrjou +6 · 12 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis
2. Diffusion-Based Representation Learning
   2021/05/29 by Korbinian Abstreiter, Mittal, Sarthak, Abstreiter, Korbinian +5 · 9 citations
   Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
3. Fidelity-Weighted Learning
   2017/11/08 by Mostafa Dehghani, Dehghani, Mostafa, Arash Mehrjou +7 · 3 citations
   Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Domain Adaptation and Few-Shot Learning
4. Deep Energy Estimator Networks
   2018/05/21 by Saeed Saremi, Saremi, Saeed, Arash Mehrjou +5 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
5. CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data
   2022/10/31 by Mathieu Chevalley, Chevalley, Mathieu, Yusuf Roohani +7 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics #Statistical Methods and Inference
6. The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data
   2023/08/29 by Mathieu Chevalley, Chevalley, Mathieu, Jacob Sackett-Sanders +33 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Gene Regulatory Network Analysis #Single-cell and spatial transcriptomics
7. Federated Learning as a Mean-Field Game
   2021/07/08 by Arash Mehrjou, Mehrjou, Arash · 1 citation
   Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Advanced Graph Neural Networks
8. In-silico biological discovery with large perturbation models
   2025/03/30 by Djordje Miladinovic, Miladinovic, Djordje, Tobias Höppe +15 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Cell Image Analysis Techniques #Gene Regulatory Network Analysis