Research

Papers for “image classification”

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

Title	Authors	Year	Source
Learning of Time-Frequency Attention Mechanism for Automatic Modulation Recognition	Shangao Lin, Yuan Zeng, Yi Gong	2021	arxiv 2111.03258
Fortuitous Forgetting in Connectionist Networks	Hattie Zhou, Ankit Vani, Hugo Larochelle	2022	arxiv 2202.00155
Impact of Regularization on Calibration and Robustness: from the Representation Space Perspective	Jonghyun Park, Juyeop Kim, Jong-Seok Lee	2024	arxiv 2410.03999
Usable Information and Evolution of Optimal Representations During Training	Michael Kleinman, Alessandro Achille, Daksh Idnani	2020	arxiv 2010.02459
Alias-Free ViT: Fractional Shift Invariance via Linear Attention	Hagay Michaeli, Daniel Soudry	2025	arxiv 2510.22673
The Influence of Age and Gender Information on the Diagnosis of Diabetic Retinopathy: Based on Neural Networks	Long Bai, Sihang Chen, Mingyang Gao	2021	arxiv 2108.03026
Heavy Ball Neural Ordinary Differential Equations	Hedi Xia, Vai Suliafu, Hangjie Ji	2021	arxiv 2110.04840
A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks	Tommaso Salvatori, Yuhang Song, Yordan Yordanov	2022	arxiv 2212.00720
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment	Utkarsh Mall, Cheng Perng Phoo, Meilin Kelsey Liu	2023	arxiv 2312.06960
Deep Asymmetric Multi-task Feature Learning	Hae Beom Lee, Eunho Yang, Sung Ju Hwang	2017	arxiv 1708.00260
Is that a Duiker or Dik Dik Next to the Giraffe? Impacts of Uncertainty on Classification Efficiency in Citizen Science	Vinod Kumar Ahuja, Holly K. Rosser, Andrea Grover	2021	arxiv 2110.07750
Can't Fool Me: Adversarially Robust Transformer for Video Understanding	Divya Choudhary, Palash Goyal, Saurabh Sahu	2021	arxiv 2110.13950
Constrained Labeling for Weakly Supervised Learning	Chidubem Arachie, Bert Huang	2020	arxiv 2009.07360
Masked Siamese ConvNets	Li Jing, Jiachen Zhu, Yann LeCun	2022	arxiv 2206.07700
CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution	Taeho Kim, Yongin Kwon, Jemin Lee	2022	arxiv 2207.01260
Dynamic Object Comprehension: A Framework For Evaluating Artificial Visual Perception	Scott Y.L. Chin, Bradley R. Quinton	2022	arxiv 2202.08490
Stateful ODE-Nets using Basis Function Expansions	Alejandro Queiruga, N. Benjamin Erichson, Liam Hodgkinson	2021	arxiv 2106.10820
Design of Real-time Semantic Segmentation Decoder for Automated Driving	Arindam Das, Saranya Kandan, Senthil Yogamani	2019	arxiv 1901.06580
Search Space of Adversarial Perturbations against Image Filters	Dang Duy Thang, Toshihiro Matsui	2020	arxiv 2003.02750
X3D: Expanding Architectures for Efficient Video Recognition	Christoph Feichtenhofer	2020	arxiv 2004.04730

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