Markus Marks

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Inverse Compositional

Pose Estimation

Top Venues

Frontiers Neuroinformatics

Nat. Mach. Intell.

Publications

Neehar Kondapaneni, Markus Marks, Oisin Mac Aodha, Pietro Perona
Less is More: Discovering Concise Network Explanations. CoRR (2024)
Markus Marks, Manuel Knott, Neehar Kondapaneni, Elijah Cole, Thijs Defraeye, Fernando Pérez-Cruz, Pietro Perona
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification. CoRR (2024)
Neehar Kondapaneni, Markus Marks, Manuel Knott, Rogério Guimarães, Pietro Perona
Text-image Alignment for Diffusion-based Perception. CoRR (2023)
Jennifer J. Sun, Markus Marks, Andrew Wesley Ulmer, Dipam Chakraborty, Brian Geuther, Edward Hayes, Heng Jia, Vivek Kumar, Sebastian Oleszko, Zachary Partridge, Milan Peelman, Alice Robie, Catherine E. Schretter, Keith Sheppard, Chao Sun, Param Uttarwar, Julian Morgan Wagner, Erik Werner, Joseph Parker, Pietro Perona, Yisong Yue, Kristin Branson, Ann Kennedy
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior. ICML (2023)
Markus Marks, Qiuhan Jin, Oliver Sturman, Lukas von Ziegler, Sepp Kollmorgen, Wolfger von der Behrens, Valerio Mante, Johannes Bohacek, Mehmet Fatih Yanik
Deep-learning-based identification, tracking, pose estimation and behaviour classification of interacting primates and mice in complex environments. Nat. Mach. Intell. 4 (4) (2022)
Horea-Ioan Ioanas, Markus Marks, Valerio Zerbi, Mehmet Fatih Yanik, Markus Rudin
An optimized registration workflow and standard geometric space for small animal brain imaging. NeuroImage 241 (2021)
Horea-Ioan Ioanas, Markus Marks, Clément M. Garin, Marc Dhenain, Mehmet Fatih Yanik, Markus Rudin
An Automated Open-Source Workflow for Standards-Compliant Integration of Small Animal Magnetic Resonance Imaging Data. Frontiers Neuroinformatics 14 (2020)
Benjamin Estermann, Markus Marks, Mehmet Fatih Yanik
Robust Disentanglement of a Few Factors at a Time. NeurIPS (2020)
Benjamin Estermann, Markus Marks, Mehmet Fatih Yanik
Robust Disentanglement of a Few Factors at a Time. CoRR (2020)