Oliver Deussen
11 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Triple Crown π€ Dynamic Duo (10)
π
Triple Crown
ποΈ
Keyword Collector
(60)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(5)
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Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(8)
Optimization & Theory Β· Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(4)
Optimization & Theory Β· Deep Learning
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Analysis
(2)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Optimization
(2)
Techniques
(2)
Keywords
differentiable programming
(3)
differentiable sorting
(3)
sorting network
(2)
gradient descent
(2)
3d reconstruction
(2)
differentiable rendering
(2)
neural network
(2)
ranking supervision
(2)
gradient-based optimization
(1)
3d vision
(1)
domain adaptation
(1)
neural rendering
(1)
neural network optimization
(1)
neural architecture
(1)
loss function optimization
(1)
weakly supervised learning
(1)
neural network training
(1)
hessian matrix
(1)
newton's method
(1)
uncertainty quantification
(1)
Papers
Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges
ACL 2025
Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms
NeurIPS 2024
Uncertainty Quantification via Stable Distribution Propagation
ICLR 2024
ISAAC Newton: Input-based Approximate Curvature for Newton's Method
ICLR 2023
Deep Differentiable Logic Gate Networks
NeurIPS 2022
Differentiable Top-k Classification Learning
ICML 2022
GenDR: A Generalized Differentiable Renderer
CVPR 2022
Monotonic Differentiable Sorting Networks
ICLR 2022
Style Agnostic 3D Reconstruction via Adversarial Style Transfer
WACV 2022
Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision
ICML 2021
Learning with Algorithmic Supervision via Continuous Relaxations
NeurIPS 2021