Search Results for author: Haroun Habeeb

Found 2 papers, 1 papers with code

Towards a Deep Network Architecture for Structured Smoothness

no code implementations ICLR 2020 Haroun Habeeb, Oluwasanmi Koyejo

We propose the Fixed Grouping Layer (FGL); a novel feedforward layer designed to incorporate the inductive bias of structured smoothness into a deep learning model.

Inductive Bias

Coarse-to-Fine Lifted MAP Inference in Computer Vision

1 code implementation22 Jul 2017 Haroun Habeeb, Ankit Anand, Mausam, Parag Singla

We demonstrate the performance of C2F inference by developing lifted versions of two near state-of-the-art CV algorithms for stereo vision and interactive image segmentation.

Image Segmentation Semantic Segmentation

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