Research

Papers for “image classification”

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

Title	Authors	Year	Source
IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks	Zitong Huang, Ze Chen, Bowen Dong	2024	arxiv 2404.16331
A Novel Approach using CapsNet and Deep Belief Network for Detection and Identification of Oral Leukopenia	Hirthik Mathesh GV, Kavin Chakravarthy M, Sentil Pandi S	2025	arxiv 2501.00876
VisionGRU: A Linear-Complexity RNN Model for Efficient Image Analysis	Shicheng Yin, Kaixuan Yin, Weixing Chen	2024	arxiv 2412.18178
Explaining the Unexplained: Revealing Hidden Correlations for Better Interpretability	Wen-Dong Jiang, Chih-Yung Chang, Show-Jane Yen	2024	arxiv 2412.01365
Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks	Weihao Tan, Devdhar Patel, Robert Kozma	2020	arxiv 2009.14456
CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs	Zhen Dong, Dequan Wang, Qijing Huang	2020	arxiv 2006.08357
Enhanced Gradient for Differentiable Architecture Search	Haichao Zhang, Kuangrong Hao, Lei Gao	2021	arxiv 2103.12529
No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects	Raja Sunkara, Tie Luo	2022	arxiv 2208.03641
A Mosquito is Worth 16x16 Larvae: Evaluation of Deep Learning Architectures for Mosquito Larvae Classification	Aswin Surya, David B. Peral, Austin VanLoon	2022	arxiv 2209.07718
Revisiting Sparse Convolutional Model for Visual Recognition	Xili Dai, Mingyang Li, Pengyuan Zhai	2022	arxiv 2210.12945
MGiaD: Multigrid in all dimensions. Efficiency and robustness by coarsening in resolution and channel dimensions	Antonia van Betteray, Matthias Rottmann, Karsten Kahl	2022	arxiv 2211.05525
Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer	Yingyi Chen, Xi Shen, Yahui Liu	2022	arxiv 2207.11971
Knowledge Graph Embeddings for Multi-Lingual Structured Representations of Radiology Reports	Tom van Sonsbeek, Xiantong Zhen, Marcel Worring	2023	arxiv 2309.00917
Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models	An Yan, Yu Wang, Yiwu Zhong	2023	arxiv 2310.03182
Dual-channel Prototype Network for few-shot Classification of Pathological Images	Hao Quan, Xinjia Li, Dayu Hu	2023	arxiv 2311.07871
CNN Feature Map Augmentation for Single-Source Domain Generalization	Aristotelis Ballas, Christos Diou	2023	arxiv 2305.16746
Clustering and Bayesian network for image of faces classification	Khlifia Jayech, Mohamed Ali Mahjoub	2012	arxiv 1204.1679
Semantic-enriched Visual Vocabulary Construction in a Weakly Supervised Context	Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich	2015	arxiv 1512.04605
Ontology-based Secure Retrieval of Semantically Significant Visual Contents	Khan Muhammad, Irfan Mehmood, Mi Young Lee	2015	arxiv 1510.02177
Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip Connections	Jianfeng Dong, Xiao-Jiao Mao, Chunhua Shen	2016	arxiv 1611.09119

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