Research

Papers for “image classification”

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

Title	Authors	Year	Source
Contextual Encoder-Decoder Network for Visual Saliency Prediction	Alexander Kroner, Mario Senden, Kurt Driessens	2019	arxiv 1902.06634
Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification	Yanghao Wang, Long Chen	2024	arxiv 2408.16266
Neuron Abandoning Attention Flow: Visual Explanation of Dynamics inside CNN Models	Yi Liao, Yongsheng Gao, Weichuan Zhang	2024	arxiv 2412.01202
An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites	Ylva Gr\onnings\aeter, Halvor S. Sm\orvik, Ole-Christoffer Granmo	2024	arxiv 2406.00704
Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights	Ondřej Týbl, Lukáš Neumann	2025	arxiv 2502.04975
Making Better Mistakes in CLIP-Based Zero-Shot Classification with Hierarchy-Aware Language Prompts	Tong Liang, Jim Davis	2025	arxiv 2503.02248
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE	Juntang Zhuang, Nicha Dvornek, Xiaoxiao Li	2020	arxiv 2006.02493
Adversarial Frontier Stitching for Remote Neural Network Watermarking	Erwan Le Merrer, Patrick Perez, Gilles Trédan	2017	arxiv 1711.01894
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks	Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu	2021	arxiv 2105.02358
Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers	Jian Wang, Miaomiao Zhang	2022	arxiv 2210.13704
Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability	Marco Landt-Hayen, Peer Kröger, Martin Claus	2022	arxiv 2210.09958
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix	Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski	2023	arxiv 2307.13856
T-Fusion Net: A Novel Deep Neural Network Augmented with Multiple Localizations based Spatial Attention Mechanisms for Covid-19 Detection	Susmita Ghosh, Abhiroop Chatterjee	2023	arxiv 2308.00053
Masking Strategies for Background Bias Removal in Computer Vision Models	Ananthu Aniraj, Cassio F. Dantas, Dino Ienco	2023	arxiv 2308.12127
Deep Active Learning in the Presence of Label Noise: A Survey	Moseli Mots'oehli, Kyungim Baek	2023	arxiv 2302.11075
What do larger image classifiers memorise?	Michal Lukasik, Vaishnavh Nagarajan, Ankit Singh Rawat	2023	arxiv 2310.05337
Exploiting Local Features from Deep Networks for Image Retrieval	Joe Yue-Hei Ng, Fan Yang, Larry S. Davis	2015	arxiv 1504.05133
HyperNetworks with statistical filtering for defending adversarial examples	Zhun Sun, Mete Ozay, Takayuki Okatani	2017	arxiv 1711.01791
Efficient Progressive Neural Architecture Search	Juan-Manuel Perez-Rua, Moez Baccouche, Stephane Pateux	2018	arxiv 1808.00391
Star-Galaxy Image Separation with Computationally Efficient Gaussian Process Classification	Amanda L. Muyskens, Imène R. Goumiri, Benjamin W. Priest	2021	arxiv 2105.01106

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