SoDeep: a Sorting Deep net to learn ranking loss surrogates

SoDeep: a Sorting Deep net to learn ranking loss surrogates

8 April 2019

Martin Engilberge

Louis Chevallier

Papers citing "SoDeep: a Sorting Deep net to learn ranking loss surrogates"

17 / 17 papers shown

Title
MediaEval 2018: Predicting Media Memorability Task Romain Cohendet C. Demarty Ngoc Q. K. Duong Mats Sjöberg Bogdan Ionescu Thanh-Toan Do F. Rennes 32 14 0 03 Jul 2018
Finding beans in burgers: Deep semantic-visual embedding with localization Martin Engilberge Louis Chevallier P. Pérez Matthieu Cord 61 95 0 05 Apr 2018
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models Jiuxiang Gu Jianfei Cai Shafiq Joty Li Niu G. Wang VLM 61 360 0 17 Nov 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 73 275 0 08 Sep 2017
VSE++: Improving Visual-Semantic Embeddings with Hard Negatives Fartash Faghri David J. Fleet J. Kiros Sanja Fidler VLM 38 183 0 18 Jul 2017
Learning Two-Branch Neural Networks for Image-Text Matching Tasks Liwei Wang Yin Li Jing-ling Huang Svetlana Lazebnik VLM 60 498 0 11 Apr 2017
Efficient Optimization for Rank-based Loss Functions Pritish Mohapatra Michal Rolínek C. V. Jawahar V. Kolmogorov M. P. Kumar 51 38 0 27 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,814 0 10 Dec 2015
MidRank: Learning to rank based on subsequences Basura Fernando E. Gavves Damien Muselet Tinne Tuytelaars 44 11 0 29 Nov 2015
Training Deep Neural Networks via Direct Loss Minimization Yang Song Alex Schwing R. Zemel R. Urtasun 63 102 0 19 Nov 2015
Multimodal Convolutional Neural Networks for Matching Image and Sentence Lin Ma Zhengdong Lu Lifeng Shang Hang Li 97 337 0 23 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 439 43,277 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 150,006 0 22 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 107 5,583 0 07 Dec 2014
Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models Ryan Kiros Ruslan Salakhutdinov R. Zemel VLM 121 1,397 0 10 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.5K 100,330 0 04 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 387 43,619 0 01 May 2014