Learning to Propose Objects

no code implementations • CVPR 2015 • Philipp Krahenbuhl, Vladlen Koltun

We present an approach for highly accurate bottom-up object segmentation.

Combinatorial Optimization Segmentation +1

A Century of Portraits: A Visual Historical Record of American High School Yearbooks

2 code implementations • 9 Nov 2015 • Shiry Ginosar, Kate Rakelly, Sarah Sachs, Brian Yin, Crystal Lee, Philipp Krahenbuhl, Alexei A. Efros

4) A new method for discovering and displaying the visual elements used by the CNN-based date-prediction model to date portraits, finding that they correspond to the tell-tale fashions of each era.

Cultural Vocal Bursts Intensity Prediction

Context Encoders: Feature Learning by Inpainting

11 code implementations • CVPR 2016 • Deepak Pathak, Philipp Krahenbuhl, Jeff Donahue, Trevor Darrell, Alexei A. Efros

In order to succeed at this task, context encoders need to both understand the content of the entire image, as well as produce a plausible hypothesis for the missing part(s).

Domain transfer through deep activation matching

no code implementations • ECCV 2018 • Haoshuo Huang, Qi-Xing Huang, Philipp Krahenbuhl

We introduce a layer-wise unsupervised domain adaptation approach for the task of semantic segmentation.

Generative Adversarial Network Image Classification +3