Akhound-Sadegh, Tara
- SE(3)-Stochastic Flow Matching for Protein Backbone Generation
2023/10/03 by Avishek Joey Bose, Tara Akhound-Sadegh, Bose, Avishek Joey +19 · 3 voices · 34 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #cs.LG #cs.AI
- Iterated Denoising Energy Matching for Sampling from Boltzmann Densities
2024/02/09 by Tara Akhound-Sadegh, Akhound-Sadegh, Tara, Jarrid Rector-Brooks +21 · 19 citations
Computer Science · Materials Science · #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
2025/03/04 by Marta Skreta, Tara Akhound-Sadegh, Skreta, Marta +15 · 21 citations
Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence
- Lie Point Symmetry and Physics Informed Networks
2023/11/07 by Tara Akhound-Sadegh, Akhound-Sadegh, Tara, Laurence Perreault-Levasseur +7 · 8 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation
2024/05/30 by Guillaume Huguet, James Vuckovic, Huguet, Guillaume +21 · 8 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Monoclonal and Polyclonal Antibodies Research #Protein purification and stability #Viral Infectious Diseases and Gene Expression in Insects
- Progressive Inference-Time Annealing of Diffusion Models for Sampling from Boltzmann Densities
2025/06/19 by Akhound-Sadegh, Tara, Lee, Jungyoon, Bose, Avishek Joey +7 · 11 citations
Materials Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #Quantum many-body systems
- Sampling from Energy-based Policies using Diffusion
2024/10/02 by Vineet Jain, Jain, Vineet, Tara Akhound-Sadegh +3 · 2 citations
Economics, Econometrics and Finance · Environmental Science · #Energy, Environment, Economic Growth #Environmental Impact and Sustainability #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Symmetry-Aware Generative Modeling through Learned Canonicalization
2025/01/14 by Sareen, Kusha, Levy, Daniel, Mondal, Arnab Kumar +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)