Jonas Kรถhler
16 papers · 2016–2025 · 9 conferences · across top CS/AI conferences
Achievements
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๐ Academic Marathon (9) ๐งญ Keyword Pioneer ๐ Interdisciplinary Bridge ๐ Conference Polyglot (9) ๐ Cross-Pollinator (7)
๐ฃ
Hot Topic Early Bird
๐
Conference Polyglot
(9)
๐
Academic Marathon
(9)
๐
Keyword Champion
(2)
๐
Grand Slam
๐งฌ
Topic Evolution
๐ฅ
Unstoppable
(8)
๐
Century Club
(16)
๐
Conference Pioneer
๐๏ธ
Keyword Collector
(80)
Conferences
CVPR (3)
ICML (3)
NIPS (3)
AISTATS (2)
AAAI (1)
ICCV (1)
ICLR (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
normalizing flow
(4)
image generation
(4)
diffusion model
(3)
stochastic gradient descent
(2)
inference efficiency
(2)
efficient computing
(2)
random initialization
(2)
generative model
(2)
inference acceleration
(2)
diffusion transformer
(2)
gradient descent
(2)
batch normalization
(2)
molecular dynamics
(2)
boltzmann generator
(2)
neural rendering
(1)
neural architecture search
(1)
non-convex optimization
(1)
image synthesis
(1)
langevin dynamics
(1)
model distillation
(1)
Papers
Autoregressive Distillation of Diffusion Transformers
CVPR 2025
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models
AAAI 2025
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute
CVPR 2025
Cache Me if You Can: Accelerating Diffusion Models through Block Caching
CVPR 2024
Rigid Body Flows for Sampling Molecular Crystal Structures
ICML 2023
Vanishing Curvature in Randomly Initialized Deep ReLU Networks
AISTATS 2022
Learning Generative Models of Textured 3D Meshes From Real-World Images
ICCV 2021
Smooth Normalizing Flows
NIPS 2021
Stochastic Normalizing Flows
NIPS 2020
Batch normalization provably avoids ranks collapse for randomly initialised deep networks
NIPS 2020
Equivariant Flows: Exact Likelihood Generative Learning for Symmetric Densities
ICML 2020
The Role of Memory in Stochastic Optimization
UAI 2019
Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization
AISTATS 2019
Escaping Saddles with Stochastic Gradients
ICML 2018
Spherical CNNs
ICLR 2018
Cross-Domain Mining of Argumentative Text through Distant Supervision
NAACL 2016