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
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
Co-authors
14 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
Kartik Ahuja
Kartik Ahuja
FAIR, Meta
Moksh Jain
Moksh Jain
Mila, Université de Montréal
Taylor Lundy
Taylor Lundy
University of British Columbia
James R. Wright
James R. Wright
University of Alberta
Alexander Tong
Alexander Tong
Aithyra
Siamak Ravanbakhsh
Siamak Ravanbakhsh
Associate Professor, McGill University