Research

Papers for “image classification”

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

Title	Authors	Year	Source
Gated Self-supervised Learning For Improving Supervised Learning	Erland Hilman Fuadi, Aristo Renaldo Ruslim, Putu Wahyu Kusuma Wardhana	2023	arxiv 2301.05865
Editable Neural Networks	Anton Sinitsin, Vsevolod Plokhotnyuk, Dmitriy Pyrkin	2020	arxiv 2004.00345
Learning to Impute: A General Framework for Semi-supervised Learning	Wei-Hong Li, Chuan-Sheng Foo, Hakan Bilen	2019	arxiv 1912.10364
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification	Vasileios Syrris, Ondrej Pesek, Pierre Soille	2020	arxiv 2006.10623
TinyDrop: Tiny Model Guided Token Dropping for Vision Transformers	Guoxin Wang, Qingyuan Wang, Binhua Huang	2025	arxiv 2509.03379
Recklessly Approximate Sparse Coding	Misha Denil, Nando de Freitas	2012	arxiv 1208.0959
CNN Architectures for Large-Scale Audio Classification	Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis	2016	arxiv 1609.09430
Logarithm-transform aided Gaussian Sampling for Few-Shot Learning	Vaibhav Ganatra	2023	arxiv 2309.16337
SpikeAtConv: An Integrated Spiking-Convolutional Attention Architecture for Energy-Efficient Neuromorphic Vision Processing	Wangdan Liao, Weidong Wang	2024	arxiv 2411.17439
CNNtention: Can CNNs do better with Attention?	Nikhil Kapila, Julian Glattki, Tejas Rathi	2024	arxiv 2412.11657
Variational Quanvolutional Neural Networks with enhanced image encoding	Denny Mattern, Darya Martyniuk, Henri Willems	2021	arxiv 2106.07327
Deep learning for classification of noisy QR codes	Rebecca Leygonie, Sylvain Lobry (LIPADE)), Laurent Wendling	2023	arxiv 2307.10677
Quantum Surrogate-Driven Image Classifier: A Gradient-Free Approach to Avoid Barren Plateaus	Yichen Xie	2025	arxiv 2505.05249
Automatic Classification of Magnetic Chirality of Solar Filaments from H-Alpha Observations	Alexis Chalmers, Azim Ahmadzadeh	2025	arxiv 2509.18214
REViT: Roto-reflection Equivariant Convolutional Vision Transformer	Sheir A. Zaheer, Alexander C. Holston, Chan Y. Park	2026	arxiv 2606.25318
Reproduction Report on "Learn to Pay Attention"	Levan Shugliashvili, Davit Soselia, Shota Amashukeli	2018	arxiv 1812.04650
Visual Representation Learning with Self-Supervised Attention for Low-Label High-data Regime	Prarthana Bhattacharyya, Chenge Li, Xiaonan Zhao	2022	arxiv 2201.08951
An Analysis of Pre-Training on Object Detection	Hengduo Li, Bharat Singh, Mahyar Najibi	2019	arxiv 1904.05871
Dual-View Alignment Learning with Hierarchical-Prompt for Class-Imbalance Multi-Label Classification	Sheng Huang, Jiexuan Yan, Beiyan Liu	2025	arxiv 2509.17747
This Looks Like Those: Illuminating Prototypical Concepts Using Multiple Visualizations	Chiyu Ma, Brandon Zhao, Chaofan Chen	2023	arxiv 2310.18589

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