Research

Papers for “image classification”

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

Title	Authors	Year	Source
A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image Diagnosis	Jiaxiang Liu, Tianxiang Hu, Yan Zhang	2023	arxiv 2307.01981
MEGL: Multimodal Explanation-Guided Learning	Yifei Zhang, Tianxu Jiang, Bo Pan	2024	arxiv 2411.13053
An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques	Chunxiao Li, Xiaoxiao Wang, Boming Miao	2024	arxiv 2412.09063
ProAPO: Progressively Automatic Prompt Optimization for Visual Classification	Xiangyan Qu, Gaopeng Gou, Jiamin Zhuang	2025	arxiv 2502.19844
Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method	Artur Jordao, Maiko Lie, Victor Hugo Cunha de Melo	2019	arxiv 1910.02319
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers	Christoph Kamann, Burkhard Güssefeld, Robin Hutmacher	2020	arxiv 2010.05495
FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding	Maryam Rahnemoonfar, Tashnim Chowdhury, Argho Sarkar	2020	arxiv 2012.02951
Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks	Anne Catherine Nguyen, Turgay Pamuklu, Aisha Syed	2022	arxiv 2209.07367
Continual Learning for Class- and Domain-Incremental Semantic Segmentation	Tobias Kalb, Masoud Roschani, Miriam Ruf	2022	arxiv 2209.08023
Generative Negative Text Replay for Continual Vision-Language Pretraining	Shipeng Yan, Lanqing Hong, Hang Xu	2022	arxiv 2210.17322
Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware	Peyton Chandarana, Mohammadreza Mohammadi, James Seekings	2022	arxiv 2210.05006
GIST: Generating Image-Specific Text for Fine-grained Object Classification	Kathleen M. Lewis, Emily Mu, Adrian V. Dalca	2023	arxiv 2307.11315
Investigating the Catastrophic Forgetting in Multimodal Large Language Models	Yuexiang Zhai, Shengbang Tong, Xiao Li	2023	arxiv 2309.10313
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment	Lin Zhang, Linghan Xu, Saman Motamed	2024	arxiv 2401.05465
Occupancy Detection in Vehicles Using Fisher Vector Image Representation	Yusuf Artan, Peter Paul	2013	arxiv 1312.6024
Learning Binary Codes and Binary Weights for Efficient Classification	Fumin Shen, Yadong Mu, Wei Liu	2016	arxiv 1603.04116
A Distributed Deep Representation Learning Model for Big Image Data Classification	Le Dong, Na Lv, Qianni Zhang	2016	arxiv 1607.00501
Dense and Diverse Capsule Networks: Making the Capsules Learn Better	Sai Samarth R Phaye, Apoorva Sikka, Abhinav Dhall	2018	arxiv 1805.04001
Hybrid quantum-classical convolutional neural network for phytoplankton classification	Shangshang Shi, Zhimin Wang, Ruimin Shang	2023	arxiv 2303.03707
Label Geometry Aware Discriminator for Conditional Generative Networks	Suman Sapkota, Bidur Khanal, Binod Bhattarai	2021	arxiv 2105.05501

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