Ajay N. Jain
- Denoising Diffusion Probabilistic Models
2020/06/19 by Ho, Jonathan, Ajay N. Jain, Pieter Abbeel +2 · 3570 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Zero-Shot Text-Guided Object Generation with Dream Fields
2021/12/02 by Ajay N. Jain, Ben Mildenhall, Jain, Ajay +7 · 21 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
- Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization
2019/10/07 by Paras Jain, Ajay N. Jain, Jain, Paras +13 · 12 citations
Computer Science · Mathematics · #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications
- Deep-Learning Based Docking Methods: Fair Comparisons to Conventional Docking Workflows
2024/12/03 by Ajay N. Jain, Jain, Ajay N., Ann E. Cleves +3 · 10 voices · 1 citation
Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Scientific Computing and Data Management #cs.AI #q-bio.BM
- Dynamic Space-Time Scheduling for GPU Inference
2018/12/31 by Paras Jain, Xiangxi Mo, Jain, Paras +13 · 4 citations
Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Sparse Graphical Memory for Robust Planning
2020/03/13 by Scott Emmons, Emmons, Scott, Ajay N. Jain +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)
- Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction
2019/10/17 by Ajay N. Jain, Sergio Casas, Jain, Ajay +11 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Video Surveillance and Tracking Methods
- Complex macrocycle exploration: parallel, heuristic, and constraint-based conformer generation using ForceGen
2019/05/03 by Ajay N. Jain, Ann E. Cleves, Qi Gao +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Protein Structure and Dynamics
- Surflex-Dock 2.1: Robust performance from ligand energetic modeling, ring flexibility, and knowledge-based search
2007/03/26 by Ajay N. Jain · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Protein Structure and Dynamics #Cancer therapeutics and mechanisms