Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Fixed Anchors Are Not Enough: Dynamic Retrieval and Persistent Homology for Dataset Distillation	Muquan Li, Hang Gou, Yingyi Ma	2026	arxiv 2602.24144
Soft Label Pruning and Quantization for Large-Scale Dataset Distillation	Xiao Lingao, Yang He	2026	arxiv 2604.18135
Application of Artificial Intelligence in the Classification of Microscopical Starch Images for Drug Formulation	Marvellous Ajala, Blessing Oko, David Oba-Fidelis	2023	arxiv 2305.05321
Magnetoresistive RAM for error resilient XNOR-Nets	Michail Tzoufras, Marcin Gajek, Andrew Walker	2019	arxiv 1905.10927
Diverse, Difficult, and Odd Instances (D2O): A New Test Set for Object Classification	Ali Borji	2023	arxiv 2301.12527
$\mathbb{X}$-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs	Vlad Sobal, Mark Ibrahim, Randall Balestriero	2024	arxiv 2407.18134
Stochastic sparse adversarial attacks	Manon Césaire, Lucas Schott, Hatem Hajri	2020	arxiv 2011.12423
NoisyMix: Boosting Model Robustness to Common Corruptions	N. Benjamin Erichson, Soon Hoe Lim, Winnie Xu	2022	arxiv 2202.01263
Learning Class-level Prototypes for Few-shot Learning	Minglei Yuan, Wenhai Wang, Tao Wang	2021	arxiv 2108.11072
DOME: Learning Transferable Domain Variables from Sparse Supervision for Test-Time Adaptation	Xiaoran Xu, Yifan Xu, Yupeng Wu	2026	arxiv 2606.07646
StyleAugment: Learning Texture De-biased Representations by Style Augmentation without Pre-defined Textures	Sanghyuk Chun, Song Park	2021	arxiv 2108.10549
Adversarial Logit Pairing	Harini Kannan, Alexey Kurakin, Ian Goodfellow	2018	arxiv 1803.06373
Rethinking CNN Models for Audio Classification	Kamalesh Palanisamy, Dipika Singhania, Angela Yao	2020	arxiv 2007.11154
Enhancing pretraining efficiency for medical image segmentation via transferability metrics	Gábor Hidy, Bence Bakos, András Lukács	2024	arxiv 2410.18677
SINF: Semantic Neural Network Inference with Semantic Subgraphs	A. Q. M. Sazzad Sayyed, Francesco Restuccia	2023	arxiv 2310.01259
Recognizing Instagram Filtered Images with Feature De-stylization	Zhe Wu, Zuxuan Wu, Bharat Singh	2019	arxiv 1912.13000
M\"obius Transform for Mitigating Perspective Distortions in Representation Learning	Prakash Chandra Chhipa, Meenakshi Subhash Chippa, Kanjar De	2024	arxiv 2405.02296
Self-supervised learning for skin cancer diagnosis with limited training data	Hamish Haggerty, Rohitash Chandra	2024	arxiv 2401.00692
Scene recognition with CNNs: objects, scales and dataset bias	Luis Herranz, Shuqiang Jiang, Xiangyang Li	2018	arxiv 1801.06867
CvT: Introducing Convolutions to Vision Transformers	Haiping Wu, Bin Xiao, Noel Codella	2021	arxiv 2103.15808

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