Research

Papers for “image classification”

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

Title	Authors	Year	Source
Saturated Non-Monotonic Activation Functions	Junjia Chen, Zhibin Pan	2023	arxiv 2305.07537
Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections	Clément Bonet, Laetitia Chapel, Lucas Drumetz	2022	arxiv 2211.10066
Single-Stage Heavy-Tailed Food Classification	Jiangpeng He, Fengqing Zhu	2023	arxiv 2307.00182
Breast Ultrasound Tumor Classification Using a Hybrid Multitask CNN-Transformer Network	Bryar Shareef, Min Xian, Aleksandar Vakanski	2023	arxiv 2308.02101
Algorithmic progress in computer vision	Ege Erdil, Tamay Besiroglu	2022	arxiv 2212.05153
CLIPAG: Towards Generator-Free Text-to-Image Generation	Roy Ganz, Michael Elad	2023	arxiv 2306.16805
Explainability of Deep Neural Networks for Brain Tumor Detection	S.Park, J.Kim	2024	arxiv 2410.07613
Uncertainty quantification in neural network classifiers -- a local linear approach	Magnus Malmström, Isaac Skog, Daniel Axehill	2023	arxiv 2303.07114
Pretrained ViTs Yield Versatile Representations For Medical Images	Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei	2023	arxiv 2303.07034
Efficient Few-Shot Medical Image Analysis via Hierarchical Contrastive Vision-Language Learning	Harrison Fuller, Fernando Gabriela Garcia, Victor Flores	2025	arxiv 2501.09294
Reflective-Net: Learning from Explanations	Johannes Schneider, Michalis Vlachos	2020	arxiv 2011.13986
Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy	Jian-Ping Mei, Weibin Zhang, Jie Chen	2025	arxiv 2503.12497
Self-Supervised Domain Adaptation with Consistency Training	L. Xiao, J. Xu, D. Zhao	2020	arxiv 2010.07539
Deep convolutional tensor network	Philip Blagoveschensky, Anh Huy Phan	2020	arxiv 2005.14506
HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking	Zihan Jiang, Wanling Gao, Fei Tang	2021	arxiv 2102.12848
DAP: Detection-Aware Pre-training with Weak Supervision	Yuanyi Zhong, Jianfeng Wang, Lijuan Wang	2021	arxiv 2103.16651
Extreme Memorization via Scale of Initialization	Harsh Mehta, Ashok Cutkosky, Behnam Neyshabur	2020	arxiv 2008.13363
Exploring Instance Relations for Unsupervised Feature Embedding	Yifei Zhang, Yu Zhou, Weiping Wang	2021	arxiv 2105.03341
Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers	Yujia Bao, Shiyu Chang, Regina Barzilay	2021	arxiv 2105.12628
Compressing Deep CNNs using Basis Representation and Spectral Fine-tuning	Muhammad Tayyab, Fahad Ahmad Khan, Abhijit Mahalanobis	2021	arxiv 2105.10436

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