Avishek Joey Bose
- SE(3)-Stochastic Flow Matching for Protein Backbone Generation
2023/10/03 by Avishek Joey Bose, Bose, Avishek Joey, Tara Akhound-Sadegh +19 · 3 voices · 47 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #cs.LG #cs.AI
- Metric Flow Matching for Smooth Interpolations on the Data Manifold
2024/05/23 by Kacper Kapuśniak, Peter Potaptchik, Kapuśniak, Kacper +15 · 2 voices · 31 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Methods and Algorithms #cs.LG #stat.ML
- Riemannian Diffusion Models
2022/08/16 by Chin‐Wei Huang, Milad Aghajohari, Huang, Chin-Wei +7 · 22 citations
Computer Science · Medicine · #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications #Human Pose and Action Recognition
- The Superposition of Diffusion Models Using the Itô Density Estimator
2024/12/23 by Marta Skreta, Skreta, Marta, Lazar Atanackovic +7 · 5 voices · 15 citations
Mathematics · #Statistical Methods and Inference
- Iterated Denoising Energy Matching for Sampling from Boltzmann Densities
2024/02/09 by Tara Akhound-Sadegh, Jarrid Rector-Brooks, Akhound-Sadegh, Tara +21 · 33 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
- Compositional Fairness Constraints for Graph Embeddings
2019/05/25 by Avishek Joey Bose, William L. Hamilton, Bose, Avishek Joey +1 · 9 citations
Computer Science · Social Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Latent Variable Modelling with Hyperbolic Normalizing Flows
2020/02/15 by Avishek Joey Bose, Bose, Avishek Joey, Ariella Smofsky +7 · 11 citations
Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
- Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples
2023/02/09 by Marco Jiralerspong, Avishek Joey Bose, Jiralerspong, Marco +5 · 11 citations
Computer Science · #Advanced Statistical Modeling Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation
2024/05/30 by Guillaume Huguet, James Vuckovic, Huguet, Guillaume +21 · 16 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
- Meta-Graph: Few Shot Link Prediction via Meta Learning
2019/12/20 by Avishek Joey Bose, Ankit Kumar Jain, Bose, Avishek Joey +5 · 9 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Topic Modeling #Complex Network Analysis Techniques
- Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences
2024/06/12 by Damien Ferbach, Quentin Bertrand, Ferbach, Damien +5 · 3 voices · 7 citations
Computer Science · Mathematics · #68T10 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.CV #cs.LG #stat.ML
- Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction
2024/10/10 by Jarrid Rector-Brooks, Rector-Brooks, Jarrid, Mohsin Hasan +21 · 11 citations
Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scalable Equilibrium Sampling with Sequential Boltzmann Generators
2025/02/25 by Charlie Tan, Avishek Joey Bose, Tan, Charlie B. +9 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Adversarial Contrastive Estimation
2018/05/09 by Avishek Joey Bose, Huan Ling, Bose, Avishek Joey +3 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Adversarial Example Games
2020/07/01 by Avishek Joey Bose, Gauthier Gidel, Bose, Avishek Joey +11 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications
- Autoregressive Boltzmann Generators
2026/06/25 by Danyal Rehman, Charlie B. Tan, Yoshua Bengio +2 · 1 voice
#cs.LG #cs.AI
- OXtal: An All-Atom Diffusion Model for Organic Crystal Structure Prediction
2025/12/07 by Emily Jin, Jin, Emily, Andrei Cristian Nica +19 · 1 voice · 1 citation
Materials Science · Chemistry · Computer Science · #Machine Learning in Materials Science #Crystallography and molecular interactions #Computational Drug Discovery Methods
- Improving Exploration in Soft-Actor-Critic with Normalizing Flows\n Policies
2019/06/06 by Patrick Ward, Ward, Patrick Nadeem, Ariella Smofsky +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- General Multimodal Protein Design Enables DNA-Encoding of Chemistry
2026/04/06 by Jarrid Rector-Brooks, Théophile Lambert, Marta Skreta +15 · 3 voices
#cs.LG