Mårten Björkman

9 papers · 2021–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (6) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (19) 🌍 Conference Polyglot (9) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (9) 🏆 Grand Slam 🔥 Unstoppable (5) ❓ The Questioner (2)

Conferences

AAAI (1) AISTATS (1) CORL (1) ICLR (1) ICML (1) IJCAI (1) JMLR (1) NIPS (1) WACV (1)

Top co-authors

Danica Kragic (6) Shuangshuang Chen (2) Yiannis Karayiannidis (2) Miguel Vasco (2) Farzaneh Taleb (2) Antônio H. Ribeiro (2) Sihao Ding (2) Wenjie Yin (2) Hang Yin (2) Nona Rajabi (1)

Keywords

generative model (3) representation learning (1) reinforcement learning (1) double descent (1) image generation (1) variational inference (1) human perception (1) motion synthesis (1) knowledge distillation (1) network pruning (1) time series (1) importance sampling (1) sensory perception (1) diffusion model (1) latent variable (1) representation alignment (1) relu network (1) content preservation (1) olfactory perception (1) chemical structure (1)

Papers

Human-Aligned Image Models Improve Visual Decoding from the Brain ICML 2025

Cloth-Splatting: 3D Cloth State Estimation from RGB Supervision CORL 2024

Scalable Motion Style Transfer with Constrained Diffusion Generation AAAI 2024

Can Transformers Smell Like Humans? NIPS 2024

Dance Style Transfer With Cross-Modal Transformer WACV 2023

Learning Continuous Normalizing Flows For Faster Convergence To Target Distribution via Ascent Regularizations ICLR 2023

Training and Evaluation of Deep Policies Using Reinforcement Learning and Generative Models JMLR 2022

Are All Linear Regions Created Equal? AISTATS 2022

Monte Carlo Filtering Objectives IJCAI 2021