Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Exploring Simple Siamese Representation Learning	Xinlei Chen, Kaiming He	2020	arxiv 2011.10566
FracBits: Mixed Precision Quantization via Fractional Bit-Widths	Linjie Yang, Qing Jin	2020	arxiv 2007.02017
Boosting Adversarial Training with Hypersphere Embedding	Tianyu Pang, Xiao Yang, Yinpeng Dong	2020	arxiv 2002.08619
Hybrid and Non-Uniform quantization methods using retro synthesis data for efficient inference	Tej pratap GVSL, Raja Kumar	2020	arxiv 2012.13716
Characterizing signal propagation to close the performance gap in unnormalized ResNets	Andrew Brock, Soham De, Samuel L. Smith	2021	arxiv 2101.08692
Auto-Meta: Automated Gradient Based Meta Learner Search	Jaehong Kim, Sangyeul Lee, Sungwan Kim	2018	arxiv 1806.06927
Preventing Posterior Collapse with delta-VAEs	Ali Razavi, Aäron van den Oord, Ben Poole	2019	arxiv 1901.03416
Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition	Zizhao Zhang, Adriana Romero, Matthew J. Muckley	2019	arxiv 1902.03051
Correlation Congruence for Knowledge Distillation	Baoyun Peng, Xiao Jin, Jiaheng Liu	2019	arxiv 1904.01802
Ensemble Model Patching: A Parameter-Efficient Variational Bayesian Neural Network	Oscar Chang, Yuling Yao, David Williams-King	2019	arxiv 1905.09453
Certified Robustness to Adversarial Examples with Differential Privacy	Mathias Lecuyer, Vaggelis Atlidakis, Roxana Geambasu	2018	arxiv 1802.03471
Identifying Classes Susceptible to Adversarial Attacks	Rangeet Pan, Md Johirul Islam, Shibbir Ahmed	2019	arxiv 1905.13284
Layered SGD: A Decentralized and Synchronous SGD Algorithm for Scalable Deep Neural Network Training	Kwangmin Yu, Thomas Flynn, Shinjae Yoo	2019	arxiv 1906.05936
Image Retrieval and Pattern Spotting using Siamese Neural Network	Kelly L. Wiggers, Alceu S. Britto Jr., Laurent Heutte	2019	arxiv 1906.09513
Information-Theoretic Active Learning for Content-Based Image Retrieval	Björn Barz, Christoph Käding, Joachim Denzler	2018	arxiv 1809.02337
Hierarchy-based Image Embeddings for Semantic Image Retrieval	Björn Barz, Joachim Denzler	2018	arxiv 1809.09924
Safe Augmentation: Learning Task-Specific Transformations from Data	Irynei Baran, Orest Kupyn, Arseny Kravchenko	2019	arxiv 1907.12896
Joint-task Self-supervised Learning for Temporal Correspondence	Xueting Li, Sifei Liu, Shalini De Mello	2019	arxiv 1909.11895
Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild	Kibok Lee, Kimin Lee, Jinwoo Shin	2019	arxiv 1903.12648
Distribution Density, Tails, and Outliers in Machine Learning: Metrics and Applications	Nicholas Carlini, Úlfar Erlingsson, Nicolas Papernot	2019	arxiv 1910.13427

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