Dominik Zietlow
10 papers · 2019–2023 · 7 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐ Conference Polyglot (7) ๐งญ Keyword Pioneer ๐ Cross-Pollinator (15) ๐บ๏ธ Taxonomy Completionist (21)
๐ฅ
Unstoppable
(5)
๐
Century Club
(10)
Conferences
CVPR (2)
ICCV (2)
NIPS (2)
CLEAR (1)
ECCV (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
disentangled representation
(3)
variational autoencoder
(3)
slot attention
(2)
self-supervised learning
(2)
representation learning
(2)
transfer learning
(1)
principal component analysis
(1)
computer vision
(1)
model calibration
(1)
object detection
(1)
object localization
(1)
adaptive augmentation
(1)
out-of-distribution generalization
(1)
multiple object tracking
(1)
deep classifier
(1)
generative model
(1)
latent representation
(1)
inductive bia
(1)
vision-language model
(1)
counterfactual reasoning
(1)
Papers
Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning
CLEAR 2023
Bridging the Gap to Real-World Object-Centric Learning
ICLR 2023
Object-Centric Multiple Object Tracking
ICCV 2023
Unsupervised Open-Vocabulary Object Localization in Videos
ICCV 2023
Assaying Out-Of-Distribution Generalization in Transfer Learning
NIPS 2022
Embrace the Gap: VAEs Perform Independent Mechanism Analysis
NIPS 2022
Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers
CVPR 2022
Demystifying Inductive Biases for (Beta-)VAE Based Architectures
ICML 2021
Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers
ECCV 2020
Variational Autoencoders Pursue PCA Directions (by Accident)
CVPR 2019