Mårten Björkman
9 papers · 2021–2025 · 9 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (24) 🏆 Grand Slam
🌈
Renaissance Researcher
(5)
❓
The Questioner
(2)
🗃️
Keyword Collector
(51)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Keywords
generative model
(3)
variational inference
(2)
reinforcement learning
(1)
image generation
(1)
network pruning
(1)
density estimation
(1)
gradient-based optimization
(1)
importance sampling
(1)
motion synthesis
(1)
knowledge distillation
(1)
human perception
(1)
gaussian splatting
(1)
maximum likelihood
(1)
time series
(1)
double descent
(1)
monte carlo sampling
(1)
sensory perception
(1)
representation learning
(1)
diffusion model
(1)
neural network compression
(1)
Papers
Human-Aligned Image Models Improve Visual Decoding from the Brain
ICML 2025
Can Transformers Smell Like Humans?
NeurIPS 2024
Cloth-Splatting: 3D Cloth State Estimation from RGB Supervision
CoRL 2024
Scalable Motion Style Transfer with Constrained Diffusion Generation
AAAI 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
Are All Linear Regions Created Equal?
AISTATS 2022
Training and Evaluation of Deep Policies Using Reinforcement Learning and Generative Models
JMLR 2022
Monte Carlo Filtering Objectives
IJCAI 2021