Mårten Björkman
9 papers · 2021–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🌈 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
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