Research

Papers for “image classification”

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

Title	Authors	Year	Source
Ensemble of ConvNeXt V2 and MaxViT for Long-Tailed CXR Classification with View-Based Aggregation	Yosuke Yamagishi, Shouhei Hanaoka	2024	arxiv 2410.10710
LatentGAN Autoencoder: Learning Disentangled Latent Distribution	Sanket Kalwar, Animikh Aich, Tanay Dixit	2022	arxiv 2204.02010
Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and Interpretability	Khoa Tuan Nguyen, Ho-min Park, Gaeun Oh	2025	arxiv 2504.21340
CFL-SparseMed: Communication-Efficient Federated Learning for Medical Imaging with Top-k Sparse Updates	Gousia Habib, Aniket Bhardwaj, Ritvik Sharma	2025	arxiv 2510.24776
Generalized Gradient Norm Clipping & Non-Euclidean $(L_0,L_1)$-Smoothness	Thomas Pethick, Wanyun Xie, Mete Erdogan	2025	arxiv 2506.01913
Out-of-Distribution Detection Based on Total Variation Estimation	Dabiao Ma, Zhiba Su, Jian Yang	2026	arxiv 2601.15867
Synchronization-based clustering on the unit hypersphere	Zinaid Kapić, Aladin Crnkić, Goran Mauša	2026	arxiv 2603.05067
Evaluation of Winning Solutions of 2025 Low Power Computer Vision Challenge	Zihao Ye, Yung-Hsiang Lu, Xiao Hu	2026	arxiv 2604.19054
Expressive yet Efficient Feature Expansion with Adaptive Cross-Hadamard Products	Xuyang Zhang, Xi Zhang, Liang Chen	2025	arxiv 2505.22226
Tunable Soft Equivariance with Guarantees	Md Ashiqur Rahman, Lim Jun Hao, Jeremiah Jiang	2026	arxiv 2603.26657
Adversarial Dependence Minimization	Pierre-François De Plaen, Tinne Tuytelaars, Marc Proesmans	2025	arxiv 2502.03227
Challenges in Evaluating Explanation Methods for Static and Evolving Data	Jerzy Stefanowski	2026	arxiv 2608.06351
QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics	L. Parisi, D. Neagu, R. Ma	2020	arxiv 2010.08031
Trade-offs between membership privacy & adversarially robust learning	Jamie Hayes	2020	arxiv 2006.04622
Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells	Gengchen Mai, Krzysztof Janowicz, Bo Yan	2020	arxiv 2003.00824
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization	Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das	2016	arxiv 1610.02391
1 bit is all we need: binary normalized neural networks	Eduardo Lobo Lustoda Cabral, Paulo Pirozelli, Larissa Driemeier	2025	arxiv 2509.07025
A Domain Decomposition-Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems	Axel Klawonn, Martin Lanser, Janine Weber	2023	arxiv 2302.06564
Towards robust vision by multi-task learning on monkey visual cortex	Shahd Safarani, Arne Nix, Konstantin Willeke	2021	arxiv 2107.14344
EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks	Zihan Li, Chen Li, Yudong Yao	2021	arxiv 2102.10370

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