Research

Papers for “image classification”

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

Title	Authors	Year	Source
Discriminative Active Learning	Daniel Gissin, Shai Shalev-Shwartz	2019	arxiv 1907.06347
Meta-learning algorithms for Few-Shot Computer Vision	Etienne Bennequin	2019	arxiv 1909.13579
Combined convolutional and recurrent neural networks for hierarchical classification of images	Jaehoon Koo, Diego Klabjan, Jean Utke	2018	arxiv 1809.09574
Saccader: Improving Accuracy of Hard Attention Models for Vision	Gamaleldin F. Elsayed, Simon Kornblith, Quoc V. Le	2019	arxiv 1908.07644
Understanding Architectures Learnt by Cell-based Neural Architecture Search	Yao Shu, Wei Wang, Shaofeng Cai	2019	arxiv 1909.09569
On Leave-One-Out Conditional Mutual Information For Generalization	Mohamad Rida Rammal, Alessandro Achille, Aditya Golatkar	2022	arxiv 2207.00581
CNN-based Local Vision Transformer for COVID-19 Diagnosis	Hongyan Xu, Xiu Su, Dadong Wang	2022	arxiv 2207.02027
Robust Contrastive Active Learning with Feature-guided Query Strategies	Ranganath Krishnan, Nilesh Ahuja, Alok Sinha	2021	arxiv 2109.06873
Effectiveness of Function Matching in Driving Scene Recognition	Shingo Yashima	2022	arxiv 2208.09694
Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation	Xuan Gong, Abhishek Sharma, Srikrishna Karanam	2022	arxiv 2209.04599
Stochastic Gradient Push for Distributed Deep Learning	Mahmoud Assran, Nicolas Loizou, Nicolas Ballas	2018	arxiv 1811.10792
Modified Step Size for Enhanced Stochastic Gradient Descent: Convergence and Experiments	M. Soheil Shamaee, S. Fathi Hafshejani	2023	arxiv 2309.01248
Deep Nonparametric Convexified Filtering for Computational Photography, Image Synthesis and Adversarial Defense	Jianqiao Wangni	2023	arxiv 2309.06724
A Unified Framework for Stealthy Adversarial Generation via Latent Optimization and Transferability Enhancement	Gaozheng Pei, Ke Ma, Dongpeng Zhang	2025	arxiv 2506.23676
Biorthogonal Tunable Wavelet Unit with Lifting Scheme in Convolutional Neural Network	An Le, Hung Nguyen, Sungbal Seo	2025	arxiv 2507.00739
A Causal Framework for Aligning Image Quality Metrics and Deep Neural Network Robustness	Nathan Drenkow, Mathias Unberath	2025	arxiv 2503.02797
PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation	Fei Kong, Xiaohan Shan, Yanwei Hu	2025	arxiv 2507.20592
Dual Guidance Semi-Supervised Action Detection	Ankit Singh, Efstratios Gavves, Cees G. M. Snoek	2025	arxiv 2507.21247
Complex-valued reservoir computing for aspect classification and slope-angle estimation with low computational cost and high resolution in interferometric synthetic aperture radar	Bungo Konishi, Akira Hirose, Ryo Natsuaki	2021	arxiv 2104.11182
Just rotate it! Uncertainty estimation in closed-source models via multiple queries	Konstantinos Pitas, Julyan Arbel	2024	arxiv 2405.13864

Search results