Jason Hartford
Scholar

Jason Hartford

Google Scholar ID: eBNK7SsAAAAJ
Dame Kathleen Ollerenshaw Fellow, University of Manchester; Research Scientist at Valence Labs
Machine LearningCausalityRepresentation Learning
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Citations & Impact
All-time
Citations
1,219
 
H-index
11
 
i10-index
11
 
Publications
20
 
Co-authors
31
list available
Contact
No contact links provided.
Publications
8 items
Catastrophic Compositional Generation: Why Vanilla Diffusion Models Fail to Extrapolate
2026
Cited
0
Knowledge Graphs and Reasoning LLMs for Finding Simple Yet Effective Transcriptomic Perturbation Predictors
2026
Cited
0
$f$-Trajectory Balance: A Loss Family for Tuning GFlowNets, Generative Models, and LLMs with Off- and On-Policy Data
2026
Cited
0
Elucidating the Design Space of Flow Matching for Cellular Microscopy
2026
Cited
0
Learning What Matters: Steering Diffusion via Spectrally Anisotropic Forward Noise
2025
Cited
0
LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet?
2025
Cited
0
Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models
arXiv.org · 2024
Cited
0
ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy
arXiv.org · 2024
Cited
6
Resume (English only)
Co-authors
31 total
Kevin Leyton-Brown
Kevin Leyton-Brown
Professor, Computer Science, University of British Columbia; Canada CIFAR AI Chair
Yoshua Bengio
Yoshua Bengio
Professor of computer science, University of Montreal, Mila, IVADO, CIFAR
Co-author 3
Co-author 3
Kartik Ahuja
Kartik Ahuja
FAIR, Meta
Moksh Jain
Moksh Jain
Mila, Université de Montréal
Taylor Lundy
Taylor Lundy
University of British Columbia
Co-author 7
Co-author 7
Co-author 8
Co-author 8