2 papers
cs.LG2024
Ï-GPTs: A New Approach to Autoregressive Models
Arnaud Pannatier, Evann Courdier, François Fleuret
Autoregressive models, such as the GPT family, use a fixed order, usually left-to-right, to generate sequences. However, this is not a necessity. In this paper, we challenge this a…
cs.LG2024
Inference from Real-World Sparse Measurements
Arnaud Pannatier, Kyle Matoba, François Fleuret
Real-world problems often involve complex and unstructured sets of measurements, which occur when sensors are sparsely placed in either space or time. Being able to model this irre…