Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Robust Cross-Modal Representation Learning with Progressive Self-Distillation	Alex Andonian, Shixing Chen, Raffay Hamid	2022	arxiv 2204.04588
ShiftNAS: Towards Automatic Generation of Advanced Mulitplication-Less Neural Networks	Xiaoxuan Lou, Guowen Xu, Kangjie Chen	2022	arxiv 2204.05113
Improving Adversarial Transferability with Gradient Refining	Guoqiu Wang, Huanqian Yan, Ying Guo	2021	arxiv 2105.04834
Scaling Out-of-Distribution Detection for Real-World Settings	Dan Hendrycks, Steven Basart, Mantas Mazeika	2019	arxiv 1911.11132
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications	Muhammad Maaz, Abdelrahman Shaker, Hisham Cholakkal	2022	arxiv 2206.10589
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning	Yixiong Chen, Chunhui Zhang, Chris H. Q. Ding	2022	arxiv 2212.04097
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization	Yue Duan, Zhen Zhao, Lei Qi	2022	arxiv 2203.14316
PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks	Mojtaba Faramarzi, Mohammad Amini, Akilesh Badrinaaraayanan	2020	arxiv 2006.07794
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming	Jinuk Kim, Yeonwoo Jeong, Deokjae Lee	2023	arxiv 2301.12187
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	Richard Zhang, Phillip Isola, Alexei A. Efros	2018	arxiv 1801.03924
Class2Str: End to End Latent Hierarchy Learning	Soham Saha, Girish Varma, C.V.Jawahar	2018	arxiv 1808.06675
Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression	Yuchao Li, Shaohui Lin, Baochang Zhang	2018	arxiv 1812.04368
Towards Real-Time Action Recognition on Mobile Devices Using Deep Models	Chen-Lin Zhang, Xin-Xin Liu, Jianxin Wu	2019	arxiv 1906.07052
Unsupervised Pre-Training of Image Features on Non-Curated Data	Mathilde Caron, Piotr Bojanowski, Julien Mairal	2019	arxiv 1905.01278
Deep Learning Human Mind for Automated Visual Classification	Concetto Spampinato, Simone Palazzo, Isaak Kavasidis	2016	arxiv 1609.00344
Search to Distill: Pearls are Everywhere but not the Eyes	Yu Liu, Xuhui Jia, Mingxing Tan	2019	arxiv 1911.09074
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment	Ananya Gupta, Simon Watson, Hujun Yin	2020	arxiv 2006.05575
The Limit of the Batch Size	Yang You, Yuhui Wang, Huan Zhang	2020	arxiv 2006.08517
From Generalized zero-shot learning to long-tail with class descriptors	Dvir Samuel, Yuval Atzmon, Gal Chechik	2020	arxiv 2004.02235
ContraGAN: Contrastive Learning for Conditional Image Generation	Minguk Kang, Jaesik Park	2020	arxiv 2006.12681

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