Research

Papers for “image classification”

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

Title	Authors	Year	Source
Generating Counterfactual Explanations with Natural Language	Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell	2018	arxiv 1806.09809
Variational Capsules for Image Analysis and Synthesis	Huaibo Huang, Lingxiao Song, Ran He	2018	arxiv 1807.04099
Multi-Label Zero-Shot Learning with Transfer-Aware Label Embedding Projection	Meng Ye, Yuhong Guo	2018	arxiv 1808.02474
The Quest for the Golden Activation Function	Mina Basirat, Peter M. Roth	2018	arxiv 1808.00783
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings	Mohsan Alvi, Andrew Zisserman, Christoffer Nellaker	2018	arxiv 1809.02169
Removing the Feature Correlation Effect of Multiplicative Noise	Zijun Zhang, Yining Zhang, Zongpeng Li	2018	arxiv 1809.07023
Constructing Deep Neural Networks by Bayesian Network Structure Learning	Raanan Y. Rohekar, Shami Nisimov, Yaniv Gurwicz	2018	arxiv 1806.09141
Crowd-Powered Data Mining	Chengliang Chai, Ju Fan, Guoliang Li	2018	arxiv 1806.04968
Prototypical Clustering Networks for Dermatological Disease Diagnosis	Viraj Prabhu, Anitha Kannan, Murali Ravuri	2018	arxiv 1811.03066
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters	Ron Levie, Federico Monti, Xavier Bresson	2017	arxiv 1705.07664
Deep Ensemble Bayesian Active Learning : Addressing the Mode Collapse issue in Monte Carlo dropout via Ensembles	Remus Pop, Patric Fulop	2018	arxiv 1811.03897
Are pre-trained CNNs good feature extractors for anomaly detection in surveillance videos?	Tiago S. Nazare, Rodrigo F. de Mello, Moacir A. Ponti	2018	arxiv 1811.08495
Adversarial Attacks for Optical Flow-Based Action Recognition Classifiers	Nathan Inkawhich, Matthew Inkawhich, Yiran Chen	2018	arxiv 1811.11875
Unsupervised Domain Adaptation using Regularized Hyper-graph Matching	Debasmit Das, C.S. George Lee	2018	arxiv 1805.08874
Toward Multimodal Model-Agnostic Meta-Learning	Risto Vuorio, Shao-Hua Sun, Hexiang Hu	2018	arxiv 1812.07172
Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images	Bruno Lecouat, Ken Chang, Chuan-Sheng Foo	2018	arxiv 1812.07832
Learning Compressed Transforms with Low Displacement Rank	Anna T. Thomas, Albert Gu, Tri Dao	2018	arxiv 1810.02309
On Minimum Discrepancy Estimation for Deep Domain Adaptation	Mohammad Mahfujur Rahman, Clinton Fookes, Mahsa Baktashmotlagh	2019	arxiv 1901.00282
A Push-Pull Layer Improves Robustness of Convolutional Neural Networks	Nicola Strisciuglio, Manuel Lopez-Antequera, Nicolai Petkov	2019	arxiv 1901.10208
Prototype-based Neural Network Layers: Incorporating Vector Quantization	Sascha Saralajew, Lars Holdijk, Maike Rees	2018	arxiv 1812.01214

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