Publications of Yoshua Bengio
2023
| Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks, , , , and , in: NeurIPS Workshop on Diffusion Models, 2023 |
[URL] |
| Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models, , , , , and , in: Under review, 2023 |
[URL] |
2011
| Learning Structured Embeddings of Knowledge Bases, , , and , in: Conference on Artificial Intelligence, 2011 |
|
2003
| Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model, and , Idiap-RR-35-2003 |
|
| Scaling Large Learning Problems with Hard Parallel Mixtures, , and , in: International Journal on Pattern Recognition and Artificial Intelligence (IJPRAI), 17(3), 2003 |
|
2002
| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , in: Neural Computation, 14(05), 2002 |
|
| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , in: Advances in Neural Information Processing Systems, NIPS 14, MIT Press, 2002 |
|
| Scaling Large Learning Problems with Hard Parallel Mixtures, , and , in: International Workshop on Pattern Recognition with Support Vector Machines, SVM'2002, 2002 |
|
2001
| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , Idiap-RR-12-2001 |
|
2000
| Taking on the Curse of Dimensionality in Joint Distributions Using Neural Networks, and , in: IEEE Transaction on Neural Networks special issue on data mining and knowledge discovery, 2000 |
|
| Taking on the Curse of Dimensionality in Joint Distributions Using Neural Networks, and , Idiap-RR-01-2000 |
|