Research

Papers for “image classification”

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

Title	Authors	Year	Source
Knowledge Distillation by On-the-Fly Native Ensemble	Xu Lan, Xiatian Zhu, Shaogang Gong	2018	arxiv 1806.04606
Cortical microcircuits as gated-recurrent neural networks	Rui Ponte Costa, Yannis M. Assael, Brendan Shillingford	2017	arxiv 1711.02448
Communication-Efficient Adaptive Batch Size Strategies for Distributed Local Gradient Methods	Tim Tsz-Kit Lau, Weijian Li, Chenwei Xu	2024	arxiv 2406.13936
Classifying the Equation of State from Rotating Core Collapse Gravitational Waves with Deep Learning	Matthew C. Edwards	2020	arxiv 2009.07367
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators	Sichen Li, Mélissa Zacharias, Jochem Snuverink	2021	arxiv 2102.00786
Comparison of Update and Genetic Training Algorithms in a Memristor Crossbar Perceptron	Kyle N. Edwards, Xiao Shen	2020	arxiv 2012.06027
Ensemble nonlinear optical learner by electrically tunable linear scattering	Tunan Xia, Cheng-Kuan Wu, Duan-Yi Guo	2025	arxiv 2506.19976
A Dynamic Reduction Network for Point Clouds	Lindsey Gray, Thomas Klijnsma, Shamik Ghosh (2) __INSTITUTION_3__ Fermi National Accelerator Laboratory	2020	arxiv 2003.08013
CrossoverScheduler: Overlapping Multiple Distributed Training Applications in a Crossover Manner	Cheng Luo, Lei Qu, Youshan Miao	2021	arxiv 2103.07974
Sampling-free Variational Inference for Neural Networks with Multiplicative Activation Noise	Jannik Schmitt, Stefan Roth	2021	arxiv 2103.08497
Generative Hierarchical Features from Synthesizing Images	Yinghao Xu, Yujun Shen, Jiapeng Zhu	2020	arxiv 2007.10379
Improved OOD Generalization via Adversarial Training and Pre-training	Mingyang Yi, Lu Hou, Jiacheng Sun	2021	arxiv 2105.11144
Semi-Supervised Classification and Segmentation on High Resolution Aerial Images	Sahil Khose, Abhiraj Tiwari, Ankita Ghosh	2021	arxiv 2105.08655
Improving Resnet-9 Generalization Trained on Small Datasets	Omar Mohamed Awad, Habib Hajimolahoseini, Michael Lim	2023	arxiv 2309.03965
SAFE: Finding Sparse and Flat Minima to Improve Pruning	Dongyeop Lee, Kwanhee Lee, Jinseok Chung	2025	arxiv 2506.06866
AdFair-CLIP: Adversarial Fair Contrastive Language-Image Pre-training for Chest X-rays	Chenlang Yi, Zizhan Xiong, Qi Qi	2025	arxiv 2506.23467
FeatureLens: A Highly Generalizable and Interpretable Framework for Detecting Adversarial Examples Based on Image Features	Zhigang Yang, Yuan Liu, Jiawei Zhang	2025	arxiv 2512.03625
Identifying Land Patterns from Satellite Imagery in Amazon Rainforest using Deep Learning	Somnath Rakshit, Soumyadeep Debnath, Dhiman Mondal	2018	arxiv 1809.00340
Trustworthy Convolutional Neural Networks: A Gradient Penalized-based Approach	Nicholas Halliwell, Freddy Lecue	2020	arxiv 2009.14260
Skip-Attention: Improving Vision Transformers by Paying Less Attention	Shashanka Venkataramanan, Amir Ghodrati, Yuki M. Asano	2023	arxiv 2301.02240

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