Projects
Selected research projects, each tied to the papers and code behind it.
DL-CBR
Bringing deep feature learning to case-based reasoning.
Case Based ReasoningDeep Learning
Open project →
GC-MVSNet
Making geometric consistency an explicit training signal for multi-view stereo.
3D ReconstructionMulti-View StereoDepth Estimation
Open project →
Geospatial Diffusion
Forecasting decades of land-cover change with a generative model.
GeoAISatellite ImageryGenerative ModelsDiffusionLand Cover
Open project →
MoG-Splatting
Paper under review.
Novel View Synthesis
Open project →
Neural Resonance
A Markovian theory of why generative models collapse when trained on their own output.
Generative ModelsDiffusionModel CollapseManifold Geometry
Open project →