Lakshya Singhal

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Discriminative Models

Hidden Variables

Imbalanced Data

Top Venues

Publications

Arnab Kumar Mondal, Lakshya Singhal, Piyush Tiwary, Parag Singla, Prathosh AP
Minority Oversampling for Imbalanced Data via Class-Preserving Regularized Auto-Encoders. AISTATS (2023)
Victor Boutin, Thomas Fel, Lakshya Singhal, Rishav Mukherji, Akash Nagaraj, Julien Colin, Thomas Serre
Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines? ICML (2023)
Victor Boutin, Thomas Fel, Lakshya Singhal, Rishav Mukherji, Akash Nagaraj, Julien Colin, Thomas Serre
Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines? CoRR (2023)
Victor Boutin, Lakshya Singhal, Xavier Thomas, Thomas Serre
Diversity vs. Recognizability: Human-like generalization in one-shot generative models. NeurIPS (2022)
Victor Boutin, Lakshya Singhal, Xavier Thomas, Thomas Serre
Diversity vs. Recognizability: Human-like generalization in one-shot generative models. CoRR (2022)