Research

Papers for “image classification”

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

Title	Authors	Year	Source
On fine-tuning of Autoencoders for Fuzzy rule classifiers	Rahul Kumar Sevakula, Nishchal Kumar Verma, Hisao Ishibuchi	2021	arxiv 2106.11182
Improved Text Classification via Test-Time Augmentation	Helen Lu, Divya Shanmugam, Harini Suresh	2022	arxiv 2206.13607
Look-ups are not (yet) all you need for deep learning inference	Calvin McCarter, Nicholas Dronen	2022	arxiv 2207.05808
BagFlip: A Certified Defense against Data Poisoning	Yuhao Zhang, Aws Albarghouthi, Loris D'Antoni	2022	arxiv 2205.13634
A Unified View of Masked Image Modeling	Zhiliang Peng, Li Dong, Hangbo Bao	2022	arxiv 2210.10615
Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search	S\lawomir Kierat, Mateusz Sieniawski, Denys Fridman	2022	arxiv 2209.11785
Access Control with Encrypted Feature Maps for Object Detection Models	Teru Nagamori, Hiroki Ito, AprilPyone MaungMaung	2022	arxiv 2209.14831
Conditional Positional Encodings for Vision Transformers	Xiangxiang Chu, Zhi Tian, Bo Zhang	2021	arxiv 2102.10882
Tensor Decomposition for Model Reduction in Neural Networks: A Review	Xingyi Liu, Keshab K. Parhi	2023	arxiv 2304.13539
Pruning the Unlabeled Data to Improve Semi-Supervised Learning	Guy Hacohen, Daphna Weinshall	2023	arxiv 2308.14058
CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement	Mohammadreza Salehi, Mehrdad Farajtabar, Maxwell Horton	2023	arxiv 2310.14108
SAMCLR: Contrastive pre-training on complex scenes using SAM for view sampling	Benjamin Missaoui, Chongbin Yuan	2023	arxiv 2310.14736
Scalable Federated Learning for Clients with Different Input Image Sizes and Numbers of Output Categories	Shuhei Nitta, Taiji Suzuki, Albert Rodríguez Mulet	2023	arxiv 2311.08716
Transformers in Unsupervised Structure-from-Motion	Hemang Chawla, Arnav Varma, Elahe Arani	2023	arxiv 2312.10529
Parallel D2-Clustering: Large-Scale Clustering of Discrete Distributions	Yu Zhang, James Z. Wang, Jia Li	2013	arxiv 1302.0435
Application of the Modified Fractal Signature Method for Terrain Classification from Synthetic Aperture Radar Images	A. Malamou, C. Pandis, P. Frangos	2014	arxiv 1401.2899
Deep Learning using Linear Support Vector Machines	Yichuan Tang	2013	arxiv 1306.0239
Relaxed Multiple-Instance SVM with Application to Object Discovery	Xinggang Wang, Zhuotun Zhu, Cong Yao	2015	arxiv 1510.01027
Empirical Evaluation of Rectified Activations in Convolutional Network	Bing Xu, Naiyan Wang, Tianqi Chen	2015	arxiv 1505.00853
A Linear Approximation to the chi^2 Kernel with Geometric Convergence	Fuxin Li, Guy Lebanon, Cristian Sminchisescu	2012	arxiv 1206.4074

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