Research

Papers for “image classification”

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

Title	Authors	Year	Source
Agglomerative Token Clustering	Joakim Bruslund Haurum, Sergio Escalera, Graham W. Taylor	2024	arxiv 2409.11923
Informative Class Activation Maps	Zhenyue Qin, Dongwoo Kim, Tom Gedeon	2021	arxiv 2106.10472
Safety Metrics for Semantic Segmentation in Autonomous Driving	Chih-Hong Cheng, Alois Knoll, Hsuan-Cheng Liao	2021	arxiv 2105.10142
On sensitivity of meta-learning to support data	Mayank Agarwal, Mikhail Yurochkin, Yuekai Sun	2021	arxiv 2110.13953
ML Attack Models: Adversarial Attacks and Data Poisoning Attacks	Jing Lin, Long Dang, Mohamed Rahouti	2021	arxiv 2112.02797
Appropriate Learning Rates of Adaptive Learning Rate Optimization Algorithms for Training Deep Neural Networks	Hideaki Iiduka	2020	arxiv 2002.09647
RobustNeuralNetworks.jl: a Package for Machine Learning and Data-Driven Control with Certified Robustness	Nicholas H. Barbara, Max Revay, Ruigang Wang	2023	arxiv 2306.12612
KOALA++: Efficient Kalman-Based Optimization with Gradient-Covariance Products	Zixuan Xia, Aram Davtyan, Paolo Favaro	2025	arxiv 2506.04432
FI-ODE: Certifiably Robust Forward Invariance in Neural ODEs	Yujia Huang, Ivan Dario Jimenez Rodriguez, Huan Zhang	2022	arxiv 2210.16940
Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition	Alan Preciado-Grijalva, Venkata Santosh Sai Ramireddy Muthireddy	2021	arxiv 2109.13420
Transfer Learning with Neural AutoML	Catherine Wong, Neil Houlsby, Yifeng Lu	2018	arxiv 1803.02780
Deep Residual Learning in the JPEG Transform Domain	Max Ehrlich, Larry Davis	2018	arxiv 1812.11690
Blink: Fast and Generic Collectives for Distributed ML	Guanhua Wang, Shivaram Venkataraman, Amar Phanishayee	2019	arxiv 1910.04940
An Intelligent Remote Sensing Image Quality Inspection System	Yijiong Yu, Tao Wang, Kang Ran	2023	arxiv 2307.11965
Offline Writer Identification Using Convolutional Neural Network Activation Features	Vincent Christlein, David Bernecker, Andreas Maier	2024	arxiv 2402.17029
The Susceptibility of Example-Based Explainability Methods to Class Outliers	Ikhtiyor Nematov, Dimitris Sacharidis, Tomer Sagi	2024	arxiv 2407.20678
Deep Learning Classification With Noisy Labels	Guillaume Sanchez, Vincente Guis, Ricard Marxer	2020	arxiv 2004.11116
Data Pruning via Separability, Integrity, and Model Uncertainty-Aware Importance Sampling	Steven Grosz, Rui Zhao, Rajeev Ranjan	2024	arxiv 2409.13915
Stochastic Resonance Improves the Detection of Low Contrast Images in Deep Learning Models	Siegfried Ludwig	2025	arxiv 2502.14442
A Continual Learning Framework for Adaptive Defect Classification and Inspection	Wenbo Sun, Raed Al Kontar, Judy Jin	2022	arxiv 2203.08796

Search results