Smooth Loss Functions for Deep Top-k Classification

21 February 2018

Papers citing "Smooth Loss Functions for Deep Top-k Classification"

7 / 57 papers shown

Title
Predicting Human Activities from User-Generated Content Steven R. Wilson Rada Mihalcea 13 9 0 19 Jul 2019
The Limited Multi-Label Projection Layer Brandon Amos V. Koltun J. Zico Kolter 95 36 0 20 Jun 2019
Differentiable Ranks and Sorting using Optimal Transport Marco Cuturi O. Teboul Jean-Philippe Vert OT 91 159 0 28 May 2019
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance Matters Xinshao Wang Yang Hua Elyor Kodirov David Clifton N. Robertson NoLa 139 63 0 28 Mar 2019
Stochastic Optimization of Sorting Networks via Continuous Relaxations Aditya Grover Eric Wang Aaron Zweig Stefano Ermon 88 174 0 21 Mar 2019
On the Consistency of Top-k Surrogate Losses Forest Yang Oluwasanmi Koyejo 70 49 0 30 Jan 2019
Deep Frank-Wolfe For Neural Network Optimization Leonard Berrada Andrew Zisserman M. P. Kumar ODL 64 40 0 19 Nov 2018