conftrace_

Denis Blessing

10 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

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+3 more ↓

🗺️ Taxonomy Completionist (11) 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer

👑 Triple Crown ⚡ Prolific Year (5) 💎 Century Club (10)

Conferences

ICLR (5) ICML (2) NIPS (2) CORL (1)

Top co-authors

Gerhard Neumann (9) Xiaogang Jia (6) Rudolf Lioutikov (4) Onur Celik (4) Ge Li (3) Atalay Donat (2) Moritz Reuss (2) Hongyi Zhou (2) Julius Berner (2) Francisco Vargas (2)

Keywords

mixture of expert (2) maximum entropy (1) variational inference (1) curriculum learning (1) knowledge distillation (1) behavior cloning (1) robot control (1) diffusion model (1) diffusion distillation (1) imitation learning (1) behavior learning (1)

Papers

DIME: Diffusion-Based Maximum Entropy Reinforcement Learning ICML 2025 Underdamped Diffusion Bridges with Applications to Sampling ICLR 2025 End-to-end Learning of Gaussian Mixture Priors for Diffusion Sampler ICLR 2025 Sequential Controlled Langevin Diffusions ICLR 2025 Transport meets Variational Inference: Controlled Monte Carlo Diffusions ICLR 2024 Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling ICML 2024 Variational Distillation of Diffusion Policies into Mixture of Experts NIPS 2024 MaIL: Improving Imitation Learning with Selective State Space Models CORL 2024 Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations ICLR 2024 Information Maximizing Curriculum: A Curriculum-Based Approach for Learning Versatile Skills NIPS 2023