Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Linear Mode Connectivity and the Lottery Ticket Hypothesis	Jonathan Frankle, Gintare Karolina Dziugaite, Daniel M. Roy	2019	arxiv 1912.05671
APMSqueeze: A Communication Efficient Adam-Preconditioned Momentum SGD Algorithm	Hanlin Tang, Shaoduo Gan, Samyam Rajbhandari	2020	arxiv 2008.11343
Dynamic Model Pruning with Feedback	Tao Lin, Sebastian U. Stich, Luis Barba	2020	arxiv 2006.07253
Time for a Background Check! Uncovering the impact of Background Features on Deep Neural Networks	Vikash Sehwag, Rajvardhan Oak, Mung Chiang	2020	arxiv 2006.14077
Parkinson's Disease Detection Using Ensemble Architecture from MR Images	Tahjid Ashfaque Mostafa, Irene Cheng	2020	arxiv 2007.00682
Interpretation of ResNet by Visualization of Preferred Stimulus in Receptive Fields	Genta Kobayashi, Hayaru Shouno	2020	arxiv 2006.01645
Accelerating CNN Training by Pruning Activation Gradients	Xucheng Ye, Pengcheng Dai, Junyu Luo	2019	arxiv 1908.00173
Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification	Nikita Dvornik, Cordelia Schmid, Julien Mairal	2020	arxiv 2003.09338
Preparing Lessons: Improve Knowledge Distillation with Better Supervision	Tiancheng Wen, Shenqi Lai, Xueming Qian	2019	arxiv 1911.07471
LEEP: A New Measure to Evaluate Transferability of Learned Representations	Cuong V. Nguyen, Tal Hassner, Matthias Seeger	2020	arxiv 2002.12462
MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization	Yangbin Chen, Yun Ma, Tom Ko	2020	arxiv 2009.13735
A Simple Probabilistic Method for Deep Classification under Input-Dependent Label Noise	Mark Collier, Basil Mustafa, Efi Kokiopoulou	2020	arxiv 2003.06778
And the Bit Goes Down: Revisiting the Quantization of Neural Networks	Pierre Stock, Armand Joulin, Rémi Gribonval	2019	arxiv 1907.05686
Action-Based Representation Learning for Autonomous Driving	Yi Xiao, Felipe Codevilla, Christopher Pal	2020	arxiv 2008.09417
Better Knowledge Retention through Metric Learning	Ke Li, Shichong Peng, Kailas Vodrahalli	2020	arxiv 2011.13149
Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification	Siyuan Cheng, Yingqi Liu, Shiqing Ma	2020	arxiv 2012.11212
Bag of Tricks for Image Classification with Convolutional Neural Networks	Tong He, Zhi Zhang, Hang Zhang	2018	arxiv 1812.01187
Averaging Weights Leads to Wider Optima and Better Generalization	Pavel Izmailov, Dmitrii Podoprikhin, Timur Garipov	2018	arxiv 1803.05407
Semi-supervised Learning with Contrastive Predicative Coding	Jiaxing Wang, Yin Zheng, Xiaoshuang Chen	2019	arxiv 1905.10514
Label Universal Targeted Attack	Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun	2019	arxiv 1905.11544

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