Saremi, Saeed

1. 3D molecule generation by denoising voxel grids
   2023/06/13 by Pedro O. Pinheiro, Pinheiro, Pedro O., Joshua A. Rackers +15 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Cell Image Analysis Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM)
2. Structure-based drug design by denoising voxel grids
   2024/05/07 by Pinheiro, Pedro O., Jamasb, Arian, Mahmood, Omar +2 · 6 citations
   #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Deep Energy Estimator Networks
   2018/05/21 by Saremi, Saeed, Mehrjou, Arash, Schölkopf, Bernhard +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Chain of Log-Concave Markov Chains
   2023/05/31 by Saremi, Saeed, Park, Ji Won, Bach, Francis · 4 citations
   #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. On approximating ∇ f with neural networks
   2019/10/28 by Saeed Saremi, Saremi, Saeed · 2 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
6. JAMUN: Bridging Smoothed Molecular Dynamics and Score-Based Learning for Conformational Ensembles
   2024/10/18 by Ameya Daigavane, Bodhi P. Vani, Daigavane, Ameya +8 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Biological Physics (physics.bio-ph) #Biomolecules (q-bio.BM) #Chemical Synthesis and Analysis #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG)
7. Universal Smoothed Score Functions for Generative Modeling
   2023/03/21 by Saeed Saremi, Rupesh K. Srivastava, Saremi, Saeed +3 · 1 citation
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Topic Modeling
8. NEBULA: Neural Empirical Bayes Under Latent Representations for Efficient and Controllable Design of Molecular Libraries
   2024/07/03 by Ewa M. Nowara, Pedro O. Pinheiro, Nowara, Ewa M. +11 · 1 citation
   Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science