Charline Le Lan

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Natural Language Processing Techniques, Supply Chain and Inventory Management, Generative Adversarial Networks and Image Synthesis, Topic Modeling

Most-Cited Works

• → Gemma: Open Models Based on Gemini Research and Technology(2024)220 cited
• → Gemma 2: Improving Open Language Models at a Practical Size(2024)127 cited
• → Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders(2019)49 cited
• → LieTransformer: Equivariant self-attention for Lie Groups(2020)35 cited
• → Perfect Density Models Cannot Guarantee Anomaly Detection(2021)22 cited
• → Metrics and Continuity in Reinforcement Learning(2021)13 cited
• Hierarchical Representations with Poincar\'e Variational Auto-Encoders(2019)
• → On the Generalization of Representations in Reinforcement Learning(2022)5 cited