Timo Milbich - RankMe

34 papers A* 11B 1Journal 18Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Atlas 2 - Foundation models for clinical deployment. CoRR Maximilian Alber, Timo Milbich, Alexandra Carpen-Amarie, Stephan Tietz, Jonas Dippel, Lukas Muttenthaler, Beatriz Perez Cancer, Alessandro Benetti, Panos Korfiatis, Elias Eulig, Jérôme Lüscher, Jiasen Wu, Sayed Abid Hashimi, Gabriel Dernbach, Simon Schallenberg, Neelay Shah, Moritz Krügener, Aniruddh Jammoria, Jake Matras, Patrick Duffy, Matt Redlon, Philipp Jurmeister, David Horst, Lukas Ruff, Klaus-Robert Müller, Frederick Klauschen, Andrew P. Norgan
2026	J	`jnl`	Mind the Gap: Continuous Magnification Sampling for Pathology Foundation Models. CoRR Alexander Möllers, Julius Hense, Florian Schulz, Timo Milbich, Maximilian Alber, Lukas Ruff
2025	J	`jnl`	Atlas: A Novel Pathology Foundation Model by Mayo Clinic, Charité, and Aignostics. CoRR Maximilian Alber, Stephan Tietz, Jonas Dippel, Timo Milbich, Timothée Lesort, Panos Korfiatis, Moritz Krügener, Beatriz Perez Cancer, Neelay Shah, Alexander Möllers, Philipp Seegerer, Alexandra Carpen-Amarie, Kai Standvoss, Gabriel Dernbach, Edwin D. de Jong, Simon Schallenberg, Andreas Kunft, Helmut Hoffer von Ankershoffen, Gavin Schaeferle, Patrick Duffy, Matt Redlon, Philipp Jurmeister, David Horst, Lukas Ruff, Klaus-Robert Müller, Frederick Klauschen, Andrew P. Norgan
2023	A*	`conf`	Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning. CVPR Dmytro Kotovenko, Pingchuan Ma, Timo Milbich, Björn Ommer
2022	J	`jnl`	Sharing Matters for Generalization in Deep Metric Learning. IEEE Trans. Pattern Anal. Mach. Intell. Timo Milbich, Karsten Roth, Biagio Brattoli, Björn Ommer
2021	A*	`conf`	Behavior-Driven Synthesis of Human Dynamics. CVPR Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
2021	J	`jnl`	Behavior-Driven Synthesis of Human Dynamics. CoRR Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
2021	A*	`conf`	Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning. NeurIPS Timo Milbich, Karsten Roth, Samarth Sinha, Ludwig Schmidt, Marzyeh Ghassemi, Björn Ommer
2021	J	`jnl`	Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning. CoRR Timo Milbich, Karsten Roth, Samarth Sinha, Ludwig Schmidt, Marzyeh Ghassemi, Björn Ommer
2021	A*	`conf`	Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. ICML Karsten Roth, Timo Milbich, Björn Ommer, Joseph Paul Cohen, Marzyeh Ghassemi
2021	A*	`conf`	Stochastic Image-to-Video Synthesis Using cINNs. CVPR Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer
2021	J	`jnl`	Stochastic Image-to-Video Synthesis using cINNs. CoRR Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer
2021	A*	`conf`	Understanding Object Dynamics for Interactive Image-to-Video Synthesis. CVPR Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
2021	J	`jnl`	Understanding Object Dynamics for Interactive Image-to-Video Synthesis. CoRR Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
2021	—	`—`	Visual Similarity and Representation Learning. Timo Milbich
2021	A*	`conf`	iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis. ICCV Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
2021	J	`jnl`	iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis. CoRR Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
2020	—	`conf`	DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning. ECCV (8) Timo Milbich, Karsten Roth, Homanga Bharadhwaj, Samarth Sinha, Yoshua Bengio, Björn Ommer, Joseph Paul Cohen
2020	J	`jnl`	DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning. CoRR Timo Milbich, Karsten Roth, Homanga Bharadhwaj, Samarth Sinha, Yoshua Bengio, Björn Ommer, Joseph Paul Cohen
2020	A*	`conf`	PADS: Policy-Adapted Sampling for Visual Similarity Learning. CVPR Karsten Roth, Timo Milbich, Björn Ommer
2020	J	`jnl`	PADS: Policy-Adapted Sampling for Visual Similarity Learning. CoRR Karsten Roth, Timo Milbich, Björn Ommer
2020	A*	`conf`	Revisiting Training Strategies and Generalization Performance in Deep Metric Learning. ICML Karsten Roth, Timo Milbich, Samarth Sinha, Prateek Gupta, Björn Ommer, Joseph Paul Cohen
2020	J	`jnl`	Revisiting Training Strategies and Generalization Performance in Deep Metric Learning. CoRR Karsten Roth, Timo Milbich, Samarth Sinha, Prateek Gupta, Björn Ommer, Joseph Paul Cohen
2020	J	`jnl`	S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. CoRR Karsten Roth, Timo Milbich, Björn Ommer, Joseph Paul Cohen, Marzyeh Ghassemi
2020	J	`jnl`	Sharing Matters for Generalization in Deep Metric Learning. CoRR Timo Milbich, Karsten Roth, Biagio Brattoli, Björn Ommer
2020	J	`jnl`	Unsupervised representation learning by discovering reliable image relations. Pattern Recognit. Timo Milbich, Omair Ghori, Ferran Diego, Björn Ommer
2019	A*	`conf`	Unsupervised Part-Based Disentangling of Object Shape and Appearance. CVPR Dominik Lorenz, Leonard Bereska, Timo Milbich, Björn Ommer
2019	J	`jnl`	Unsupervised Part-Based Disentangling of Object Shape and Appearance. CoRR Dominik Lorenz, Leonard Bereska, Timo Milbich, Björn Ommer
2019	J	`jnl`	Unsupervised Representation Learning by Discovering Reliable Image Relations. CoRR Timo Milbich, Omair Ghori, Ferran Diego, Björn Ommer
2018	—	`conf`	Towards Learning a Realistic Rendering of Human Behavior. ECCV Workshops (2) Patrick Esser, Johannes Haux, Timo Milbich, Björn Ommer
2017	A*	`conf`	Unsupervised Video Understanding by Reconciliation of Posture Similarities. ICCV Timo Milbich, Miguel Ángel Bautista, Ekaterina Sutter, Björn Ommer
2017	J	`jnl`	Unsupervised Video Understanding by Reconciliation of Posture Similarities. CoRR Timo Milbich, Miguel Ángel Bautista, Ekaterina Sutter, Björn Ommer
2013	—	`conf`	Less Is More: Video Trimming for Action Recognition. ICCV Workshops Borislav Antic, Timo Milbich, Björn Ommer
2012	B	`conf`	May I enter the roundabout? A time-to-contact computation based on stereo-vision. Intelligent Vehicles Symposium Maximilian Muffert, Timo Milbich, David Pfeiffer, Uwe Franke