Research

Papers for “image classification”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Identification of Cervical Pathology using Adversarial Neural Networks	Abhilash Nandy, Rachana Sathish, Debdoot Sheet	2020	arxiv 2004.13406
Interferometric Graph Transform: a Deep Unsupervised Graph Representation	Edouard Oyallon	2020	arxiv 2006.05722
Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks	Luca Bertinetto, Romain Mueller, Konstantinos Tertikas	2019	arxiv 1912.09393
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection	Michael Tsang, Dehua Cheng, Hanpeng Liu	2020	arxiv 2006.10966
Interpolation between Residual and Non-Residual Networks	Zonghan Yang, Yang Liu, Chenglong Bao	2020	arxiv 2006.05749
Black Box to White Box: Discover Model Characteristics Based on Strategic Probing	Josh Kalin, Matthew Ciolino, David Noever	2020	arxiv 2009.03136
Prune Responsibly	Michela Paganini	2020	arxiv 2009.09936
Denoised Smoothing: A Provable Defense for Pretrained Classifiers	Hadi Salman, Mingjie Sun, Greg Yang	2020	arxiv 2003.01908
Effects of the Nonlinearity in Activation Functions on the Performance of Deep Learning Models	Nalinda Kulathunga, Nishath Rajiv Ranasinghe, Daniel Vrinceanu	2020	arxiv 2010.07359
Where Does the Robustness Come from? A Study of the Transformation-based Ensemble Defence	Chang Liao, Yao Cheng, Chengfang Fang	2020	arxiv 2009.13033
Pneumothorax and chest tube classification on chest x-rays for detection of missed pneumothorax	Benedikt Graf, Arkadiusz Sitek, Amin Katouzian	2020	arxiv 2011.07353
Fixed-Point Convolutional Neural Network for Real-Time Video Processing in FPGA	Roman Solovyev, Alexander Kustov, Dmitry Telpukhov	2018	arxiv 1808.09945
MinConvNets: A new class of multiplication-less Neural Networks	Xuecan Yang, Sumanta Chaudhuri, Laurence Likforman	2021	arxiv 2101.09492
Extended Bit-Plane Compression for Convolutional Neural Network Accelerators	Lukas Cavigelli, Luca Benini	2018	arxiv 1810.03979
Quaternion Convolutional Neural Networks	Xuanyu Zhu, Yi Xu, Hongteng Xu	2019	arxiv 1903.00658
A Quantization-Friendly Separable Convolution for MobileNets	Tao Sheng, Chen Feng, Shaojie Zhuo	2018	arxiv 1803.08607
Correlation Congruence for Knowledge Distillation	Baoyun Peng, Xiao Jin, Jiaheng Liu	2019	arxiv 1904.01802
A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations	Saeid Asgari Taghanaki, Kumar Abhishek, Shekoofeh Azizi	2019	arxiv 1903.01015
Convolution with even-sized kernels and symmetric padding	Shuang Wu, Guanrui Wang, Pei Tang	2019	arxiv 1903.08385
A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation	Robin Brügger, Christian F. Baumgartner, Ender Konukoglu	2019	arxiv 1906.06148

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