Research

Papers for “image classification”

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

Title	Authors	Year	Source
ReDistill: Residual Encoded Distillation for Peak Memory Reduction of CNNs	Fang Chen, Gourav Datta, Mujahid Al Rafi	2024	arxiv 2406.03744
ThyroidEffi 1.0: A Cost-Effective System for High-Performance Multi-Class Thyroid Carcinoma Classification	Hai Pham-Ngoc, De Nguyen-Van, Dung Vu-Tien	2025	arxiv 2504.14139
Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis	Zhu Zhu, Shuo Jiang, Jingyuan Zheng	2025	arxiv 2504.13754
Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services	Shaopeng Fu, Xuexue Sun, Ke Qing	2024	arxiv 2408.02814
Automatic Classification and Segmentation of Tunnel Cracks Based on Deep Learning and Visual Explanations	Yong Feng, Xiaolei Zhang, Shijin Feng	2025	arxiv 2507.14010
Beyond Heuristic Prompting: A Concept-Guided Bayesian Framework for Zero-Shot Image Recognition	Hui Liu, Kecheng Chen, Jialiang Wang	2026	arxiv 2603.07911
Deep Learning using Rectified Linear Units (ReLU)	Abien Fred Agarap	2018	arxiv 1803.08375
Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study	Sangwon Jung, Sumin Yu, Sanghyuk Chun	2026	arxiv 2607.06603
PE-former: Pose Estimation Transformer	Paschalis Panteleris, Antonis Argyros	2021	arxiv 2112.04981
Out of Distribution Data Detection Using Dropout Bayesian Neural Networks	Andre T. Nguyen, Fred Lu, Gary Lopez Munoz	2022	arxiv 2202.08985
Access Control of Object Detection Models Using Encrypted Feature Maps	Teru Nagamori, Hiroki Ito, April Pyone Maung Maung	2022	arxiv 2202.00265
Should Adversarial Attacks Use Pixel p-Norm?	Ayon Sen, Xiaojin Zhu, Liam Marshall	2019	arxiv 1906.02439
Train and Deploy an Image Classifier for Disaster Response	Jianyu Mao, Kiana Harris, Nae-Rong Chang	2020	arxiv 2005.05495
Non-Negative Networks Against Adversarial Attacks	William Fleshman, Edward Raff, Jared Sylvester	2018	arxiv 1806.06108
Optimizing Convolutional Neural Networks for Embedded Systems by Means of Neuroevolution	Filip Badan, Lukas Sekanina	2019	arxiv 1910.06854
Block-wise Scrambled Image Recognition Using Adaptation Network	Koki Madono, Masayuki Tanaka, Masaki Onishi	2020	arxiv 2001.07761
Fusing image representations for classification using support vector machines	Can Demirkesen, Hocine Cherifi	2012	arxiv 1207.3607
Using mixup as regularization and tuning hyper-parameters for ResNets	Venkata Bhanu Teja Pallakonda	2021	arxiv 2111.11616
An empirical study of the relation between network architecture and complexity	Emir Konuk, Kevin Smith	2019	arxiv 1911.04120
Classifying Images with CoLaNET Spiking Neural Network -- the MNIST Example	Mikhail Kiselev	2024	arxiv 2409.07833

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