Research

Papers for “imagenet”

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

Title	Authors	Year	Source
CheXtransfer: Performance and Parameter Efficiency of ImageNet Models for Chest X-Ray Interpretation	Alexander Ke, William Ellsworth, Oishi Banerjee	2021	arxiv 2101.06871
A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets	Patryk Chrabaszcz, Ilya Loshchilov, Frank Hutter	2017	arxiv 1707.08819
What can we learn from misclassified ImageNet images?	Shixian Wen, Amanda Sofie Rios, Kiran Lekkala	2022	arxiv 2201.08098
Spurious Features Everywhere -- Large-Scale Detection of Harmful Spurious Features in ImageNet	Yannic Neuhaus, Maximilian Augustin, Valentyn Boreiko	2022	arxiv 2212.04871
Unlocking Deterministic Robustness Certification on ImageNet	Kai Hu, Andy Zou, Zifan Wang	2023	arxiv 2301.12549
Synthetic Data from Diffusion Models Improves ImageNet Classification	Shekoofeh Azizi, Simon Kornblith, Chitwan Saharia	2023	arxiv 2304.08466
Self-EMD: Self-Supervised Object Detection without ImageNet	Songtao Liu, Zeming Li, Jian Sun	2020	arxiv 2011.13677
Beyond ImageNet: Understanding Cross-Dataset Robustness of Lightweight Vision Models	Weidong Zhang, Pak Lun Kevin Ding, Huan Liu	2025	arxiv 2511.00335
Toward Errorless Training ImageNet-1k	Bo Deng, Levi Heath	2025	arxiv 2508.04941
Active Learning at the ImageNet Scale	Zeyad Ali Sami Emam, Hong-Min Chu, Ping-Yeh Chiang	2021	arxiv 2111.12880
Interpreting CLIP: Insights on the Robustness to ImageNet Distribution Shifts	Jonathan Crabbé, Pau Rodríguez, Vaishaal Shankar	2023	arxiv 2310.13040
Enriching ImageNet with Human Similarity Judgments and Psychological Embeddings	Brett D. Roads, Bradley C. Love	2020	arxiv 2011.11015
Toward Training at ImageNet Scale with Differential Privacy	Alexey Kurakin, Shuang Song, Steve Chien	2022	arxiv 2201.12328
Linking ImageNet WordNet Synsets with Wikidata	Finn \AArup Nielsen	2018	arxiv 1803.04349
Do we still need ImageNet pre-training in remote sensing scene classification?	Vladimir Risojević, Vladan Stojnić	2021	arxiv 2111.03690
Comparative Performance of Finetuned ImageNet Pre-trained Models for Electronic Component Classification	Yidi Shao, Longfei Zhou, Fangshuo Tang	2025	arxiv 2506.19330
Evaluating Adversarial Attacks on ImageNet: A Reality Check on Misclassification Classes	Utku Ozbulak, Maura Pintor, Arnout Van Messem	2021	arxiv 2111.11056
Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results	Tal Ridnik, Hussam Lawen, Emanuel Ben-Baruch	2022	arxiv 2204.03475
How far can we go with ImageNet for Text-to-Image generation?	L. Degeorge, A. Ghosh, N. Dufour	2025	arxiv 2502.21318
The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection	Pascal Mettes, Dennis C. Koelma, Cees G. M. Snoek	2016	arxiv 1602.07119

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