Research

Papers for “image classification”

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

Title	Authors	Year	Source
Unsupervised learning on spontaneous retinal activity leads to efficient neural representation geometry	Andrew Ligeralde, Yilun Kuang, Thomas Edward Yerxa	2023	arxiv 2312.02791
PICASO: Permutation-Invariant Cascaded Attentional Set Operator	Samira Zare, Hien Van Nguyen	2021	arxiv 2107.08305
DetCo: Unsupervised Contrastive Learning for Object Detection	Enze Xie, Jian Ding, Wenhai Wang	2021	arxiv 2102.04803
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text	Hassan Akbari, Liangzhe Yuan, Rui Qian	2021	arxiv 2104.11178
Sphere2Vec: Multi-Scale Representation Learning over a Spherical Surface for Geospatial Predictions	Gengchen Mai, Yao Xuan, Wenyun Zuo	2022	arxiv 2201.10489
CE-FAM: Concept-Based Explanation via Fusion of Activation Maps	Michihiro Kuroki, Toshihiko Yamasaki	2025	arxiv 2509.23849
Bayesian Topological Convolutional Neural Nets	Sarah Harkins Dayton, Hayden Everett, Ioannis Schizas	2025	arxiv 2510.11704
psc2code: Denoising Code Extraction from Programming Screencasts	Lingfeng Bao, Zhenchang Xing, Xin Xia	2021	arxiv 2103.11610
SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images	Tianze Yu, Jianzhe Lin, Lichao Mou	2021	arxiv 2108.06810
With Friends Like These, Who Needs Adversaries?	Saumya Jetley, Nicholas A. Lord, Philip H.S. Torr	2018	arxiv 1807.04200
The Skin Game: Revolutionizing Standards for AI Dermatology Model Comparison	\Lukasz Miętkiewicz, Leon Ciechanowski, Dariusz Jemielniak	2025	arxiv 2502.02500
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness	Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi	2023	arxiv 2310.18626
LARE: Latent Augmentation using Regional Embedding with Vision-Language Model	Kosuke Sakurai, Tatsuya Ishii, Ryotaro Shimizu	2024	arxiv 2409.12597
Your Image Generator Is Your New Private Dataset	Nicolo Resmini, Eugenio Lomurno, Cristian Sbrolli	2025	arxiv 2504.04582
Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment	Atah Nuh Mih, Alireza Rahimi, Asfia Kawnine	2024	arxiv 2403.10569
Convolutional neural network classification of cancer cytopathology images: taking breast cancer as an example	MingXuan Xiao, Yufeng Li, Xu Yan	2024	arxiv 2404.08279
MambaOut: Do We Really Need Mamba for Vision?	Weihao Yu, Xinchao Wang	2024	arxiv 2405.07992
Improving GAN Training via Feature Space Shrinkage	Haozhe Liu, Wentian Zhang, Bing Li	2023	arxiv 2303.01559
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image	Mingjian Zhu, Hanting Chen, Qiangyu Yan	2023	arxiv 2306.08571
Query-Efficient Decision-based Black-Box Patch Attack	Zhaoyu Chen, Bo Li, Shuang Wu	2023	arxiv 2307.00477

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