Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Identifying Statistical Bias in Dataset Replication	Logan Engstrom, Andrew Ilyas, Shibani Santurkar	2020	arxiv 2005.09619
A Self-supervised GAN for Unsupervised Few-shot Object Recognition	Khoi Nguyen, Sinisa Todorovic	2020	arxiv 2008.06982
Efficient Automatic Meta Optimization Search for Few-Shot Learning	Xinyue Zheng, Peng Wang, Qigang Wang	2019	arxiv 1909.03817
Analyzing the Dependency of ConvNets on Spatial Information	Yue Fan, Yongqin Xian, Max Maria Losch	2020	arxiv 2002.01827
Masked Siamese Networks for Label-Efficient Learning	Mahmoud Assran, Mathilde Caron, Ishan Misra	2022	arxiv 2204.07141
Identical Image Retrieval using Deep Learning	Sayan Nath, Nikhil Nayak	2022	arxiv 2205.04883
Revealing the Two Sides of Data Augmentation: An Asymmetric Distillation-based Win-Win Solution for Open-Set Recognition	Yunbing Jia, Xiaoyu Kong, Fan Tang	2024	arxiv 2404.19527
Real World Robustness from Systematic Noise	Yan Wang, Yuhang Li, Ruihao Gong	2021	arxiv 2109.00864
Adversarial Robustness of Discriminative Self-Supervised Learning in Vision	Ömer Veysel Çağatan, Ömer Faruk Tal, M. Emre Gürsoy	2025	arxiv 2503.06361
Masked Autoencoders are Efficient Class Incremental Learners	Jiang-Tian Zhai, Xialei Liu, Andrew D. Bagdanov	2023	arxiv 2308.12510
Learning Equi-angular Representations for Online Continual Learning	Minhyuk Seo, Hyunseo Koh, Wonje Jeung	2024	arxiv 2404.01628
Transfer Learning-Based Model Protection With Secret Key	MaungMaung AprilPyone, Hitoshi Kiya	2021	arxiv 2103.03525
Tent: Fully Test-time Adaptation by Entropy Minimization	Dequan Wang, Evan Shelhamer, Shaoteng Liu	2020	arxiv 2006.10726
Post-training deep neural network pruning via layer-wise calibration	Ivan Lazarevich, Alexander Kozlov, Nikita Malinin	2021	arxiv 2104.15023
Deep Classifiers with Label Noise Modeling and Distance Awareness	Vincent Fortuin, Mark Collier, Florian Wenzel	2021	arxiv 2110.02609
Few-Shot Adaptation for Multimedia Semantic Indexing	Nakamasa Inoue, Koichi Shinoda	2018	arxiv 1807.07203
Co-advise: Cross Inductive Bias Distillation	Sucheng Ren, Zhengqi Gao, Tianyu Hua	2021	arxiv 2106.12378
Revisiting Residual Connections: Orthogonal Updates for Stable and Efficient Deep Networks	Giyeong Oh, Woohyun Cho, Siyeol Kim	2025	arxiv 2505.11881
Facial Image Feature Analysis and its Specialization for Fr\'echet Distance and Neighborhoods	Doruk Cetin, Benedikt Schesch, Petar Stamenkovic	2024	arxiv 2406.18430
Grounding inductive biases in natural images:invariance stems from variations in data	Diane Bouchacourt, Mark Ibrahim, Ari S. Morcos	2021	arxiv 2106.05121

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