Antonia Creswell
- Generative Adversarial Networks: An Overview
2017/10/19 by Antonia Creswell, Tom White, Vincent Dumoulin +4 · 1 voice · 119 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Image and Signal Denoising Methods
- Solving math word problems with process- and outcome-based feedback
2022/11/25 by Jonathan Uesato, Nate Kushman, Uesato, Jonathan +15 · 136 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Intelligent Tutoring Systems and Adaptive Learning
- Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning
2022/05/19 by Antonia Creswell, Creswell, Antonia, Murray Shanahan +3 · 1 voice · 32 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Scaling Language Models: Methods, Analysis & Insights from Training Gopher
2021/12/08 by Jack W. Rae, Rae, Jack W., Sebastian Borgeaud +157 · 92 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Faithful Reasoning Using Large Language Models
2022/08/30 by Antonia Creswell, Creswell, Antonia, Murray Shanahan +1 · 2 voices · 10 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- An Explicitly Relational Neural Network Architecture
2019/05/24 by Murray Shanahan, Kyriacos Nikiforou, Shanahan, Murray +10 · 1 voice · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
- Inverting The Generator Of A Generative Adversarial Network
2016/11/17 by Antonia Creswell, Anil A. Bharath, Creswell, Antonia +1 · 5 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Digital Media Forensic Detection
- SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
2021/06/07 by Rishabh Kabra, Kabra, Rishabh, Daniel Zoran +13 · 4 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Improving Sampling from Generative Autoencoders with Markov Chains
2016/10/28 by Antonia Creswell, Kai Arulkumaran, Creswell, Antonia +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Topic Modeling
- Inverting The Generator Of A Generative Adversarial Network (II)
2018/02/15 by Antonia Creswell, Anil A. Bharath, Creswell, Antonia +1 · 2 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis