Research

Papers for “image classification”

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

Title	Authors	Year	Source
Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation	Yawei Luo, Ping Liu, Tao Guan	2019	arxiv 1904.00876
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search	Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari	2019	arxiv 1905.08537
Learning Representations of Graph Data -- A Survey	Mital Kinderkhedia	2019	arxiv 1906.02989
Split Batch Normalization: Improving Semi-Supervised Learning under Domain Shift	Micha\l Zając, Konrad Zolna, Stanis\law Jastrzębski	2019	arxiv 1904.03515
Task-Adaptive Incremental Learning for Intelligent Edge Devices	Zhuwei Qin, Fuxun Yu, Xiang Chen	2019	arxiv 1910.03122
The Functional Neural Process	Christos Louizos, Xiahan Shi, Klamer Schutte	2019	arxiv 1906.08324
Cost-efficient segmentation of electron microscopy images using active learning	Joris Roels, Yvan Saeys	2019	arxiv 1911.05548
Learnable Bernoulli Dropout for Bayesian Deep Learning	Shahin Boluki, Randy Ardywibowo, Siamak Zamani Dadaneh	2020	arxiv 2002.05155
Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization	Karim Huesmann, Soeren Klemm, Lars Linsen	2020	arxiv 2002.09237
Circumventing Outliers of AutoAugment with Knowledge Distillation	Longhui Wei, An Xiao, Lingxi Xie	2020	arxiv 2003.11342
Gated Channel Transformation for Visual Recognition	Zongxin Yang, Linchao Zhu, Yu Wu	2019	arxiv 1909.11519
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification	Renchun You, Zhiyao Guo, Lei Cui	2019	arxiv 1912.07872
SGAS: Sequential Greedy Architecture Search	Guohao Li, Guocheng Qian, Itzel C. Delgadillo	2019	arxiv 1912.00195
Controllable Orthogonalization in Training DNNs	Lei Huang, Li Liu, Fan Zhu	2020	arxiv 2004.00917
Applications of the Streaming Networks	Sergey Tarasenko, Fumihiko Takahashi	2020	arxiv 2004.11805
Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training	William Harvey, Michael Teng, Frank Wood	2019	arxiv 1906.05462
Bespoke vs. Pr\^et-\`a-Porter Lottery Tickets: Exploiting Mask Similarity for Trainable Sub-Network Finding	Michela Paganini, Jessica Zosa Forde	2020	arxiv 2007.04091
Adversarial Continual Learning	Sayna Ebrahimi, Franziska Meier, Roberto Calandra	2020	arxiv 2003.09553
Shape Adaptor: A Learnable Resizing Module	Shikun Liu, Zhe Lin, Yilin Wang	2020	arxiv 2008.00892
Developing a Recommendation Benchmark for MLPerf Training and Inference	Carole-Jean Wu, Robin Burke, Ed H. Chi	2020	arxiv 2003.07336

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