Diversity vs. Recognizability: Human-like generalization in one-shot generative models. - Victor Boutin; Lakshya Singhal; Xavier Thomas; Thomas Serre (NeurIPS, 2022)

Minority Oversampling for Imbalanced Data via Class-Preserving Regularized Auto-Encoders. - Arnab Kumar Mondal; Lakshya Singhal; Piyush Tiwary; Parag Singla; Prathosh AP (AISTATS, 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 (ICML, 2023)