Research

Papers for “image classification”

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

Title	Authors	Year	Source
ALARM: Automated MLLM-Based Anomaly Detection in Complex-EnviRonment Monitoring with Uncertainty Quantification	Congjing Zhang, Feng Lin, Xinyi Zhao	2025	arxiv 2512.03101
GeoPE:A Unified Geometric Positional Embedding for Structured Tensors	Yupu Yao, Bowen Yang	2025	arxiv 2512.04963
Untrained Filtering with Trained Focusing for Superior Quantum Architecture Search	Lian-Hui Yu, Xiao-Yu Li, Geng Chen	2024	arxiv 2410.23560
Benchmarking Inference Performance of Deep Learning Models on Analog Devices	Omobayode Fagbohungbe, Lijun Qian	2020	arxiv 2011.11840
Learning to Name Classes for Vision and Language Models	Sarah Parisot, Yongxin Yang, Steven McDonagh	2023	arxiv 2304.01830
Mole Recruitment: Poisoning of Image Classifiers via Selective Batch Sampling	Ethan Wisdom, Tejas Gokhale, Chaowei Xiao	2023	arxiv 2303.17080
HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices	Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi	2023	arxiv 2303.04440
Towards Adversarial Robustness of Deep Vision Algorithms	Hanshu Yan	2022	arxiv 2211.10670
Confidence Estimation Using Unlabeled Data	Chen Li, Xiaoling Hu, Chao Chen	2023	arxiv 2307.10440
Learning to Explore for Stochastic Gradient MCMC	SeungHyun Kim, Seohyeon Jung, Seonghyeon Kim	2024	arxiv 2408.09140
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks	Hubert Leterme, Kévin Polisano, Valérie Perrier	2022	arxiv 2209.11740
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection	Yixian Shen, Qi Bi, Jia-Hong Huang	2025	arxiv 2505.23870
Searching a Lightweight Network Architecture for Thermal Infrared Pedestrian Tracking	Wen-Jia Tang, Xiao Liu, Peng Gao	2024	arxiv 2402.16570
Stylized Synthetic Augmentation further improves Corruption Robustness	Georg Siedel, Rojan Regmi, Abhirami Anand	2025	arxiv 2512.15675
Learning to be Reproducible: Custom Loss Design for Robust Neural Networks	Waqas Ahmed, Sheeba Samuel, Kevin Coakley	2026	arxiv 2601.00578
Sporadic Gradient Tracking over Directed Graphs: A Theoretical Perspective on Decentralized Federated Learning	Shahryar Zehtabi, Dong-Jun Han, Seyyedali Hosseinalipour	2026	arxiv 2602.00791
Fine-Grained Cat Breed Recognition with Global Context Vision Transformer	Mowmita Parvin Hera, Md. Shahriar Mahmud Kallol, Shohanur Rahman Nirob	2026	arxiv 2602.07534
From Fewer Samples to Fewer Bits: Reframing Dataset Distillation as Joint Optimization of Precision and Compactness	My H. Dinh, Aditya Sant, Akshay Malhotra	2026	arxiv 2603.02411
Cross-Task Benchmarking of CNN Architectures	Kamal Sherawat, Vikrant Bhati	2026	arxiv 2602.22945
RetinaVision: XAI-Driven Augmented Regulation for Precise Retinal Disease Classification using deep learning framework	Mohammad Tahmid Noor, Shayan Abrar, Jannatul Adan Mahi	2026	arxiv 2602.19324

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