Florian Schroff

According to our database, Florian Schroff authored at least 30 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

VideoPrism: A Foundational Visual Encoder for Video Understanding.

Long Zhao, Nitesh Bharadwaj Gundavarapu, Liangzhe Yuan, Hao Zhou, Shen Yan, Jennifer J. Sun, Luke Friedman, Rui Qian, Tobias Weyand, Yue Zhao, Rachel Hornung, Florian Schroff, Ming-Hsuan Yang, David A. Ross, Huisheng Wang, Hartwig Adam, Mikhail Sirotenko, Ting Liu, Boqing Gong

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding.

Yuanhao Xiong, Long Zhao, Boqing Gong, Ming-Hsuan Yang, Florian Schroff, Ting Liu, Cho-Jui Hsieh, Liangzhe Yuan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Distilling Vision-Language Models on Millions of Videos.

Yue Zhao, Long Zhao, Xingyi Zhou, Jialin Wu, Chun-Te Chu, Hui Miao, Florian Schroff, Hartwig Adam, Ting Liu, Boqing Gong, Philipp Krähenbühl, Liangzhe Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

VideoGLUE: Video General Understanding Evaluation of Foundation Models.

Liangzhe Yuan, Nitesh Bharadwaj Gundavarapu, Long Zhao, Hao Zhou, Yin Cui, Lu Jiang, Xuan Yang, Menglin Jia, Tobias Weyand, Luke Friedman, Mikhail Sirotenko, Huisheng Wang, Florian Schroff, Hartwig Adam, Ming-Hsuan Yang, Ting Liu, Boqing Gong

CoRR, 2023

Spatiotemporally Discriminative Video-Language Pre-Training with Text Grounding.

Yuanhao Xiong, Long Zhao, Boqing Gong, Ming-Hsuan Yang, Florian Schroff, Ting Liu, Cho-Jui Hsieh, Liangzhe Yuan

CoRR, 2023

Unified Visual Relationship Detection with Vision and Language Models.

Long Zhao, Liangzhe Yuan, Boqing Gong, Yin Cui, Florian Schroff, Ming-Hsuan Yang, Hartwig Adam, Ting Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning to Generate Image Embeddings with User-Level Differential Privacy.

Zheng Xu, Maxwell D. Collins, Yuxiao Wang, Liviu Panait, Sewoong Oh, Sean Augenstein, Ting Liu, Florian Schroff, H. Brendan McMahan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

View-Invariant, Occlusion-Robust Probabilistic Embedding for Human Pose.

Ting Liu, Jennifer J. Sun, Long Zhao, Jiaping Zhao, Liangzhe Yuan, Yuxiao Wang, Liang-Chieh Chen, Florian Schroff, Hartwig Adam

Int. J. Comput. Vis., 2022

Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision.

Liangzhe Yuan, Rui Qian, Yin Cui, Boqing Gong, Florian Schroff, Ming-Hsuan Yang, Hartwig Adam, Ting Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

DeepLab2: A TensorFlow Library for Deep Labeling.

Mark Weber, Huiyu Wang, Siyuan Qiao, Jun Xie, Maxwell D. Collins, Yukun Zhu, Liangzhe Yuan, Dahun Kim, Qihang Yu, Daniel Cremers, Laura Leal-Taixé, Alan L. Yuille, Florian Schroff, Hartwig Adam, Liang-Chieh Chen

CoRR, 2021

Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization.

Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris N. Metaxas, Ting Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

EEV Dataset: Predicting Expressions Evoked by Diverse Videos.

Jennifer J. Sun, Ting Liu, Alan S. Cowen, Florian Schroff, Hartwig Adam, Gautam Prasad

CoRR, 2020

View-Invariant Probabilistic Embedding for Human Pose.

Jennifer J. Sun, Jiaping Zhao, Liang-Chieh Chen, Florian Schroff, Hartwig Adam, Ting Liu

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Modeling Uncertainty with Hedged Instance Embeddings.

Seong Joon Oh, Kevin P. Murphy, Jiyan Pan, Joseph Roth, Florian Schroff, Andrew C. Gallagher

Proceedings of the 7th International Conference on Learning Representations, 2019

FEELVOS: Fast End-To-End Embedding Learning for Video Object Segmentation.

Paul Voigtlaender, Yuning Chai, Florian Schroff, Hartwig Adam, Bastian Leibe, Liang-Chieh Chen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation.

Chenxi Liu, Liang-Chieh Chen, Florian Schroff, Hartwig Adam, Wei Hua, Alan L. Yuille, Li Fei-Fei

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Modeling Uncertainty with Hedged Instance Embedding.

Seong Joon Oh, Kevin Murphy, Jiyan Pan, Joseph Roth, Florian Schroff, Andrew C. Gallagher

CoRR, 2018

Searching for Efficient Multi-Scale Architectures for Dense Image Prediction.

Liang-Chieh Chen, Maxwell D. Collins, Yukun Zhu, George Papandreou, Barret Zoph, Florian Schroff, Hartwig Adam, Jonathon Shlens

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation.

Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, Hartwig Adam

Proceedings of the Computer Vision - ECCV 2018, 2018

MaskLab: Instance Segmentation by Refining Object Detection With Semantic and Direction Features.

Liang-Chieh Chen, Alexander Hermans, George Papandreou, Florian Schroff, Peng Wang, Hartwig Adam

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Rethinking Atrous Convolution for Semantic Image Segmentation.

Liang-Chieh Chen, George Papandreou, Florian Schroff, Hartwig Adam

CoRR, 2017

2015

FaceNet: A unified embedding for face recognition and clustering.

Florian Schroff, Dmitry Kalenichenko, James Philbin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2011

Harvesting Image Databases from the Web.

Florian Schroff, Antonio Criminisi, Andrew Zisserman

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Pose, illumination and expression invariant pairwise face-similarity measure via Doppelgänger list comparison.

Florian Schroff, Tali Treibitz, David J. Kriegman, Serge J. Belongie

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Visual Recognition with Humans in the Loop.

Steve Branson, Catherine Wah, Florian Schroff, Boris Babenko, Peter Welinder, Pietro Perona, Serge J. Belongie

Proceedings of the Computer Vision, 2010

2009

Semantic Image Segmentation and Web-Supervised Visual Learning.

Florian Schroff

PhD thesis, 2009

CLAROS - Bringing Classical Art to a Global Public.

Donna Kurtz, Greg Parker, David M. Shotton, Graham Klyne, Florian Schroff, Andrew Zisserman, Yorick Wilks

Proceedings of the Fifth International Conference on e-Science, 2009

Clustering Videos by Location.

Florian Schroff, C. Lawrence Zitnick, Simon Baker

Proceedings of the British Machine Vision Conference, 2009

2008

Object Class Segmentation using Random Forests.

Florian Schroff, Antonio Criminisi, Andrew Zisserman

Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2006

Single-Histogram Class Models for Image Segmentation.

Florian Schroff, Antonio Criminisi, Andrew Zisserman

Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006