Research

Papers for “image classification”

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

Title	Authors	Year	Source
Impact of ML Optimization Tactics on Greener Pre-Trained ML Models	Alexandra González Álvarez, Joel Castaño, Xavier Franch	2024	arxiv 2409.12878
Learning Self-Supervised Representations for Label Efficient Cross-Domain Knowledge Transfer on Diabetic Retinopathy Fundus Images	Ekta Gupta, Varun Gupta, Muskaan Chopra	2023	arxiv 2304.11168
Differentially Private Video Activity Recognition	Zelun Luo, Yuliang Zou, Yijin Yang	2023	arxiv 2306.15742
Reconciliation of Statistical and Spatial Sparsity For Robust Image and Image-Set Classification	Hao Cheng, Kim-Hui Yap, Bihan Wen	2021	arxiv 2106.00256
Data Augmentation by Pairing Samples for Images Classification	Hiroshi Inoue	2018	arxiv 1801.02929
PictSure: Pretraining Embeddings Matters for In-Context Learning Image Classifiers	Lukas Schiesser, Cornelius Wolff, Sophie Haas	2025	arxiv 2506.14842
MedDiffuseMix: Preserving Diagnostic Evidence with Saliency-Aware Diffusion Medical Image Data Augmentation	Teerath Kumar, Raja Vavekanand, Muhammad Turab	2026	arxiv 2606.28419
Photonic convolutional neural networks using integrated diffractive optics	Jun Rong Ong, Chin Chun Ooi, Thomas Y. L. Ang	2020	arxiv 2003.12015
Confidence-Guided Data Augmentation for Improved Semi-Supervised Training	Fadoua Khmaissia, Hichem Frigui	2022	arxiv 2209.08174
Efficacy of Pixel-Level OOD Detection for Semantic Segmentation	Matt Angus, Krzysztof Czarnecki, Rick Salay	2019	arxiv 1911.02897
Evolutionary-Neural Hybrid Agents for Architecture Search	Krzysztof Maziarz, Mingxing Tan, Andrey Khorlin	2018	arxiv 1811.09828
Benchmarking the Robustness of Semantic Segmentation Models	Christoph Kamann, Carsten Rother	2019	arxiv 1908.05005
A Study for Universal Adversarial Attacks on Texture Recognition	Yingpeng Deng, Lina J. Karam	2020	arxiv 2010.01506
What Do Single-view 3D Reconstruction Networks Learn?	Maxim Tatarchenko, Stephan R. Richter, René Ranftl	2019	arxiv 1905.03678
An In-depth Study of Stochastic Backpropagation	Jun Fang, Mingze Xu, Hao Chen	2022	arxiv 2210.00129
An Interpretive Constrained Linear Model for ResNet and MgNet	Juncai He, Jinchao Xu, Lian Zhang	2021	arxiv 2112.07441
Attention Pooling Enhances NCA-based Classification of Microscopy Images	Chen Yang, Michael Deutges, Jingsong Liu	2025	arxiv 2508.12324
SCB-Dataset: A Dataset for Detecting Student and Teacher Classroom Behavior	Fan Yang	2023	arxiv 2304.02488
Networks with pixels embedding: a method to improve noise resistance in images classification	Yang Liu, Hai-Long Tu, Chi-Chun Zhou	2020	arxiv 2005.11679
Classification of Noncoding RNA Elements Using Deep Convolutional Neural Networks	Brian McClannahan, Krushi Patel, Usman Sajid	2020	arxiv 2008.10580

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