Mansinghka, Vikash K.
- From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought
2023/06/22 by Lionel Wong, Wong, Lionel, Gabriel Grand +11 · 2 voices · 17 citations
#cs.CL #cs.AI #cs.SC
- Sequential Monte Carlo Steering of Large Language Models using Probabilistic Programs
2023/06/05 by Alexander K. Lew, Tan Zhi-Xuan, Lew, Alexander K. +6 · 2 voices · 14 citations
Computer Science · Mathematics · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.PL #stat.CO
- Online Bayesian Goal Inference for Boundedly-Rational Planning Agents
2020/06/13 by Zhi-Xuan, Tan, Mann, Jordyn L., Silver, Tom +2 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images
2022/10/27 by Matthew D. Hoffman, Hoffman, Matthew D., Tuan Anh Lê +11 · 3 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #62F15 (Primary) 68T45 (Secondary) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #G.3 #Generative Adversarial Networks and Image Synthesis #I.4.10 #I.5.1 #Machine Learning (cs.LG)
- Automating Involutive MCMC using Probabilistic and Differentiable Programming
2020/07/20 by Marco Cusumano-Towner, Cusumano-Towner, Marco, Alexander K. Lew +3 · 3 citations
Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #Gaussian Processes and Bayesian Inference #Scientific Research and Discoveries
- Self-Steering Language Models
2025/04/09 by Gabriel Grand, Grand, Gabriel, Joshua B. Tenenbaum +7 · 2 voices · 2 citations
Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL
- 3DP3: 3D Scene Perception via Probabilistic Programming
2021/10/30 by Nishad Gothoskar, Gothoskar, Nishad, Marco Cusumano-Towner +15 · 2 citations
Engineering · #Robot Manipulation and Learning #Robotics and Sensor-Based Localization #3D Shape Modeling and Analysis
- Probabilistic Programming with Gaussian Process Memoization
2015/12/17 by Ulrich Schaechtle, Ben Zinberg, Schaechtle, Ulrich +7 · 1 voice · 1 citation
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #Gaussian Processes and Bayesian Inference #cs.AI #cs.LG #stat.ML
- Inverse Graphics with Probabilistic CAD Models
2014/07/04 by Tejas D. Kulkarni, Kulkarni, Tejas D., Vikash K. Mansinghka +5 · 1 voice · 1 citation
Computer Science · #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #cs.AI #cs.CV #stat.ML
- Modeling the Mistakes of Boundedly Rational Agents Within a Bayesian Theory of Mind
2021/06/24 by Alanqary, Arwa, Lin, Gloria Z., Le, Joie +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Neurons and Cognition (q-bio.NC)
- 3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation
2023/02/07 by Guangyao Zhou, Zhou, Guangyao, Nishad Gothoskar +13 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
- Bayes3D: fast learning and inference in structured generative models of 3D objects and scenes
2023/12/14 by Gothoskar, Nishad, Ghavami, Matin, Li, Eric +8 · 1 citation
#FOS: Computer and information sciences #Robotics (cs.RO)