Lakshya Singhal

According to our database, Lakshya Singhal authored at least 3 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines?

Victor Boutin, Thomas Fel, Lakshya Singhal, Rishav Mukherji, Akash Nagaraj, Julien Colin, Thomas Serre

Proceedings of the International Conference on Machine Learning, 2023

Minority Oversampling for Imbalanced Data via Class-Preserving Regularized Auto-Encoders.

Arnab Kumar Mondal, Lakshya Singhal, Piyush Tiwary, Parag Singla, Prathosh AP

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Diversity vs. Recognizability: Human-like generalization in one-shot generative models.

Victor Boutin, Lakshya Singhal, Xavier Thomas, Thomas Serre

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022