Lakshya Singhal

3 papers · 2022–2023 · 3 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) ❓ The Questioner 📈 Trend Setter

Conferences

AISTATS (1) ICML (1) NIPS (1)

Top co-authors

Victor Boutin (2) Thomas Serre (2) Julien Colin (1) Arnab Kumar Mondal (1) Prathosh AP (1) Rishav Mukherji (1) Parag Singla (1) Akash Nagaraj (1) Thomas FEL (1) Xavier Thomas (1)

Keywords

one-shot learning (1) image generation (1) feature extraction (1) generative art (1) class imbalance (1) generative model (1) diffusion model (1) latent space (1) visual feature (1) oversampling method (1) regularized auto-encoder (1) intra-class variability (1)

Papers

Minority Oversampling for Imbalanced Data via Class-Preserving Regularized Auto-Encoders AISTATS 2023

Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines? ICML 2023

Diversity vs. Recognizability: Human-like generalization in one-shot generative models NIPS 2022