Rethinking Softmax with Cross-Entropy: Neural Network Classifier as
Mutual Information Estimator

Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator

25 November 2019

Papers citing "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator"

15 / 15 papers shown

Title
Text recognition on images using pre-trained CNN Afgani Fajar Rizky N. Yudistira Edy Santoso VLM 37 4 0 10 Feb 2023
NOSMOG: Learning Noise-robust and Structure-aware MLPs on Graphs Yijun Tian Chuxu Zhang Zhichun Guo Xiangliang Zhang Nitesh Chawla 52 14 0 22 Aug 2022
Explored An Effective Methodology for Fine-Grained Snake Recognition Yong Huang Aderon Huang Wei-wei Zhu Yanming Fang Jinghua Feng 22 1 0 24 Jul 2022
POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples Duong H. Le Khoi Duc Minh Nguyen Khoi Nguyen Quoc-Huy Tran Rang Nguyen Binh-Son Hua OODD 43 39 0 08 Jun 2022
Learning Consistency from High-quality Pseudo-labels for Weakly Supervised Object Localization Kangbo Sun Jie Zhu WSOL 22 0 0 18 Mar 2022
Generalized Data Weighting via Class-level Gradient Manipulation Can Chen Shuhao Zheng Xi Chen Erqun Dong Xue Liu Hao Liu Dejing Dou 35 24 0 29 Oct 2021
Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation Shichang Zhang Yozen Liu Yizhou Sun Neil Shah 38 174 0 17 Oct 2021
X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning Baoyu Jing Shengyu Feng Yuejia Xiang Xi Chen Yu Chen Hanghang Tong 41 28 0 08 Sep 2021
Learning Bounds for Open-Set Learning Zhen Fang Jie Lu Anjin Liu Feng Liu Guangquan Zhang 23 61 0 30 Jun 2021
Frustratingly Easy Transferability Estimation Long-Kai Huang Ying Wei Yu Rong Qiang Yang Junzhou Huang 40 57 0 17 Jun 2021
Fusing Higher-order Features in Graph Neural Networks for Skeleton-based Action Recognition Zhenyue Qin Yang Liu Pan Ji Dongwoo Kim Lei Wang Bob McKay Saeed Anwar Tom Gedeon 3DPC 29 74 0 04 May 2021
DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation Alexandre Ramé Matthieu Cord FedML 56 51 0 14 Jan 2021
Neural Joint Entropy Estimation Yuval Shalev Amichai Painsky I. Ben-Gal 34 8 0 21 Dec 2020
Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling Sina Molavipour Germán Bassi Mikael Skoglund 22 8 0 12 Jun 2020
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 250 3,193 0 30 Oct 2016