Thornton, James
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1352 citations
#cs.CL #cs.AI
- Diffusion Schr "odinger Bridge with Applications to Score-Based\n Generative Modeling
2021/06/01 by Valentin De Bortoli, De Bortoli, Valentin, James Thornton +5 · 66 citations
Computer Science · Engineering · Neuroscience · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function #Probability (math.PR) #Slime Mold and Myxomycetes Research #Statistical Mechanics and Entropy #Time Series Analysis and Forecasting #Traffic control and management
- Riemannian Score-Based Generative Modelling
2022/02/06 by De Bortoli, Valentin, Mathieu, Emile, Hutchinson, Michael +3 · 1 voice · 28 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)
- Differentiable Particle Filtering via Entropy-Regularized Optimal Transport
2021/02/15 by Corenflos, Adrien, Thornton, James, Deligiannidis, George +1 · 6 citations
#Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Simple ReFlow: Improved Techniques for Fast Flow Models
2024/10/10 by Beomsu Kim, Yu-Guan Hsieh, Kim, Beomsu +11 · 1 voice · 12 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
- Simulating Diffusion Bridges with Score Matching
2021/11/14 by Jeremy Heng, Valentin De Bortoli, Heng, Jeremy +5 · 5 citations
Economics, Econometrics and Finance · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Stochastic processes and financial applications
- Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
2025/04/23 by Ruixiang Zhang, Zhang, Ruixiang, Shuangfei Zhai +11 · 7 citations
Engineering · #Concrete Properties and Behavior #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
- Composition and Control with Distilled Energy Diffusion Models and Sequential Monte Carlo
2025/02/18 by James Thornton, Louis Béthune, Thornton, James +9 · 5 citations
Computer Science · Engineering · Materials Science · #Advanced Control Systems Optimization #Advanced Mathematical Modeling in Engineering #Catalytic Processes in Materials Science #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellency
2024/10/08 by Michael Kirchhof, James Thornton, Kirchhof, Michael +9 · 3 citations
Engineering · Materials Science · Social Sciences · #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Nuclear Materials and Properties #Nuclear reactor physics and engineering
- Mechanisms of Projective Composition of Diffusion Models
2025/02/06 by Arwen Bradley, Bradley, Arwen, Preetum Nakkiran +7 · 1 voice · 2 citations
Computer Science · #Advanced Mathematical Modeling in Engineering
- Careful with that Scalpel: Improving Gradient Surgery with an EMA
2024/02/05 by Hsieh, Yu-Guan, Thornton, James, Ndiaye, Eugene +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Progressive Entropic Optimal Transport Solvers
2024/06/07 by Kassraie, Parnian, Pooladian, Aram-Alexandre, Klein, Michal +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)