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2020 – today
- 2024
[c3]Neehar Kondapaneni, Markus Marks, Manuel Knott, Rogério Guimarães, Pietro Perona:
Text-Image Alignment for Diffusion-Based Perception. CVPR 2024: 13883-13893- [i5]Neehar Kondapaneni, Markus Marks, Oisin Mac Aodha, Pietro Perona:
Less is More: Discovering Concise Network Explanations. CoRR abs/2405.15243 (2024) - [i4]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 abs/2407.12210 (2024) - [i3]Daniel Khalil, Christina Liu, Pietro Perona, Jennifer J. Sun, Markus Marks:
Learning Keypoints for Multi-Agent Behavior Analysis using Self-Supervision. CoRR abs/2409.09455 (2024) - 2023
- [c2]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: 32936-32990 - [i2]Neehar Kondapaneni, Markus Marks, Manuel Knott, Rogério Guimarães
, Pietro Perona:
Text-image Alignment for Diffusion-based Perception. CoRR abs/2310.00031 (2023) - 2022
- [j3]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): 331-340 (2022) - 2021
- [j2]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: 118386 (2021) - 2020
- [b1]Markus Marks:
Machine learning and statistical analysis of neuronal activity and animal behavior. ETH Zurich, Zürich, Switzerland, 2020 - [j1]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: 5 (2020) - [c1]Benjamin Estermann, Markus Marks, Mehmet Fatih Yanik:
Robust Disentanglement of a Few Factors at a Time. NeurIPS 2020 - [i1]Benjamin Estermann, Markus Marks, Mehmet Fatih Yanik:
Robust Disentanglement of a Few Factors at a Time. CoRR abs/2010.13527 (2020)
Coauthor Index
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