Research

Papers for “image classification”

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

Title	Authors	Year	Source
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning	Robert Müller, Fabian Ritz, Steffen Illium	2020	arxiv 2006.03429
HindSight: A Graph-Based Vision Model Architecture For Representing Part-Whole Hierarchies	Muhammad AbdurRafae	2021	arxiv 2104.03722
Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study	Zhiqiang Shen, Zechun Liu, Dejia Xu	2021	arxiv 2104.00676
ExpandNets: Linear Over-parameterization to Train Compact Convolutional Networks	Shuxuan Guo, Jose M. Alvarez, Mathieu Salzmann	2018	arxiv 1811.10495
A Framework using Contrastive Learning for Classification with Noisy Labels	Madalina Ciortan, Romain Dupuis, Thomas Peel	2021	arxiv 2104.09563
Unsupervised Classification of Intrusive Igneous Rock Thin Section Images using Edge Detection and Colour Analysis	S. Joseph, H. Ujir, I. Hipiny	2017	arxiv 1710.00189
Co$^2$L: Contrastive Continual Learning	Hyuntak Cha, Jaeho Lee, Jinwoo Shin	2021	arxiv 2106.14413
Sociable and Ergonomic Human-Robot Collaboration through Action Recognition and Augmented Hierarchical Quadratic Programming	Francesco Tassi, Francesco Iodice, Elena De Momi	2022	arxiv 2207.03435
VL-BEiT: Generative Vision-Language Pretraining	Hangbo Bao, Wenhui Wang, Li Dong	2022	arxiv 2206.01127
Poisson Reweighted Laplacian Uncertainty Sampling for Graph-based Active Learning	Kevin Miller, Jeff Calder	2022	arxiv 2210.15786
Mixer: DNN Watermarking using Image Mixup	Kassem Kallas, Teddy Furon	2022	arxiv 2212.02814
Security Evaluation of Compressible and Learnable Image Encryption Against Jigsaw Puzzle Solver Attacks	Tatsuya Chuman, Nobutaka Ono, Hitoshi Kiya	2023	arxiv 2308.02227
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition	Shuhuai Ren, Aston Zhang, Yi Zhu	2023	arxiv 2304.04704
PriViT: Vision Transformers for Fast Private Inference	Naren Dhyani, Jianqiao Mo, Minsu Cho	2023	arxiv 2310.04604
PaLI-3 Vision Language Models: Smaller, Faster, Stronger	Xi Chen, Xiao Wang, Lucas Beyer	2023	arxiv 2310.09199
Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition	Haocheng Luo, Wei Tan, Ngoc Dang Nguyen	2023	arxiv 2311.00906
Universal Noise Annotation: Unveiling the Impact of Noisy annotation on Object Detection	Kwangrok Ryoo, Yeonsik Jo, Seungjun Lee	2023	arxiv 2312.13822
Topological structure of complex predictions	Meng Liu, Tamal K. Dey, David F. Gleich	2022	arxiv 2207.14358
Image Colorization Using a Deep Convolutional Neural Network	Tung Nguyen, Kazuki Mori, Ruck Thawonmas	2016	arxiv 1604.07904
Dense Bag-of-Temporal-SIFT-Words for Time Series Classification	Adeline Bailly, Simon Malinowski, Romain Tavenard	2016	arxiv 1601.01799

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