Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning	Eric Arazo, Diego Ortego, Paul Albert	2019	arxiv 1908.02983
Accelerating Training using Tensor Decomposition	Mostafa Elhoushi, Ye Henry Tian, Zihao Chen	2019	arxiv 1909.05675
DCANet: Learning Connected Attentions for Convolutional Neural Networks	Xu Ma, Jingda Guo, Sihai Tang	2020	arxiv 2007.05099
An Overview of Deep Semi-Supervised Learning	Yassine Ouali, Céline Hudelot, Myriam Tami	2020	arxiv 2006.05278
DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation	Xuefei Ning, Tianchen Zhao, Wenshuo Li	2020	arxiv 2004.02164
DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks	Hassan Dbouk, Hetul Sanghvi, Mahesh Mehendale	2020	arxiv 2007.09818
HPIPE: Heterogeneous Layer-Pipelined and Sparse-Aware CNN Inference for FPGAs	Mathew Hall, Vaughn Betz	2020	arxiv 2007.10451
Learning Where to Focus for Efficient Video Object Detection	Zhengkai Jiang, Yu Liu, Ceyuan Yang	2019	arxiv 1911.05253
Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search	Xiangxiang Chu, Tianbao Zhou, Bo Zhang	2019	arxiv 1911.12126
Classifier-agnostic saliency map extraction	Konrad Zolna, Krzysztof J. Geras, Kyunghyun Cho	2018	arxiv 1805.08249
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases	Senthil Purushwalkam, Abhinav Gupta	2020	arxiv 2007.13916
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search	Yong Guo, Yaofo Chen, Yin Zheng	2020	arxiv 2007.07197
Defending Against Universal Attacks Through Selective Feature Regeneration	Tejas Borkar, Felix Heide, Lina Karam	2019	arxiv 1906.03444
Progressively Guided Alternate Refinement Network for RGB-D Salient Object Detection	Shuhan Chen, Yun Fu	2020	arxiv 2008.07064
Rethinking Differentiable Search for Mixed-Precision Neural Networks	Zhaowei Cai, Nuno Vasconcelos	2020	arxiv 2004.05795
The color out of space: learning self-supervised representations for Earth Observation imagery	Stefano Vincenzi, Angelo Porrello, Pietro Buzzega	2020	arxiv 2006.12119
Fine-Grained Stochastic Architecture Search	Shraman Ray Chaudhuri, Elad Eban, Hanhan Li	2020	arxiv 2006.09581
In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications	Bogdan Penkovsky, Marc Bocquet, Tifenn Hirtzlin	2020	arxiv 2006.11595
Classification Confidence Estimation with Test-Time Data-Augmentation	Yuval Bahat, Gregory Shakhnarovich	2020	arxiv 2006.16705
Learning to Learn Parameterized Classification Networks for Scalable Input Images	Duo Li, Anbang Yao, Qifeng Chen	2020	arxiv 2007.06181

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