Markus Marks
7 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (26)
π
Cross-Pollinator
(13)
π₯
Mega-Team
(23)
Conferences
WACV (3)
CVPR (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
self-supervised learning
(4)
diffusion model
(2)
semantic segmentation
(1)
vision transformer
(1)
multi-task learning
(1)
action recognition
(1)
domain generalization
(1)
object localization
(1)
domain adaptation
(1)
pose estimation
(1)
computer vision
(1)
network architecture
(1)
depth estimation
(1)
trajectory modeling
(1)
benchmark evaluation
(1)
behavior analysis
(1)
video analysis
(1)
generative model
(1)
representation learning
(1)
unsupervised learning
(1)
Papers
Diffusion-Based Action Recognition Generalizes to Untrained Domains
WACV 2026
SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance
WACV 2026
Probing the Mid-level Vision Capabilities of Self-Supervised Learning
CVPR 2025
Learning Keypoints for Multi-Agent Behavior Analysis using Self-Supervision
WACV 2025
Text-Image Alignment for Diffusion-Based Perception
CVPR 2024
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior
ICML 2023
Robust Disentanglement of a Few Factors at a Time using rPU-VAE
NIPS 2020