James Thornton

1. 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 · 1370 citations
   #cs.CL #cs.AI
2. 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
3. Climate Changes and Their Elevational Patterns in the Mountains of the World
   2022/01/11 by N. C. Pepin, Enrico Arnone, Andreas Gobiet +11 · 22 citations
   Earth and Planetary Sciences · Environmental Science · #Climate change and permafrost #Climate variability and models #Cryospheric studies and observations
4. Differentiable Particle Filtering via Entropy-Regularized Optimal Transport
   2021/02/15 by Adrien Corenflos, Jim Thornton, Corenflos, Adrien +6 · 6 citations
   Computer Science · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Target Tracking and Data Fusion in Sensor Networks
5. 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
6. 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
7. 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)
8. 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)
9. Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellency
   2024/10/08 by Michael Kirchhof, Kirchhof, Michael, James Thornton +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
10. 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