Research

Papers for “image classification”

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

Title	Authors	Year	Source
Robust Models Are More Interpretable Because Attributions Look Normal	Zifan Wang, Matt Fredrikson, Anupam Datta	2021	arxiv 2103.11257
Diversity Matters When Learning From Ensembles	Giung Nam, Jongmin Yoon, Yoonho Lee	2021	arxiv 2110.14149
Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation	Jingyu Zhao, Yanwen Fang, Guodong Li	2021	arxiv 2110.11852
Deep Features for training Support Vector Machine	Loris Nanni, Stefano Ghidoni, Sheryl Brahnam	2021	arxiv 2104.03488
Partial sensitivity analysis in differential privacy	Tamara T. Mueller, Alexander Ziller, Dmitrii Usynin	2021	arxiv 2109.10582
ViDT: An Efficient and Effective Fully Transformer-based Object Detector	Hwanjun Song, Deqing Sun, Sanghyuk Chun	2021	arxiv 2110.03921
The Hitchhiker's Guide to Prior-Shift Adaptation	Tomas Sipka, Milan Sulc, Jiri Matas	2021	arxiv 2106.11695
Differentially Private Synthetic Medical Data Generation using Convolutional GANs	Amirsina Torfi, Edward A. Fox, Chandan K. Reddy	2020	arxiv 2012.11774
Vision Transformer for Small-Size Datasets	Seung Hoon Lee, Seunghyun Lee, Byung Cheol Song	2021	arxiv 2112.13492
Improved Gradient based Adversarial Attacks for Quantized Networks	Kartik Gupta, Thalaiyasingam Ajanthan	2020	arxiv 2003.13511
Mutual Contrastive Learning for Visual Representation Learning	Chuanguang Yang, Zhulin An, Linhang Cai	2021	arxiv 2104.12565
Dataset Distillation with Infinitely Wide Convolutional Networks	Timothy Nguyen, Roman Novak, Lechao Xiao	2021	arxiv 2107.13034
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption	Alexander Bartler, Andre Bühler, Felix Wiewel	2021	arxiv 2103.16201
ERS: a novel comprehensive endoscopy image dataset for machine learning, compliant with the MST 3.0 specification	Jan Cychnerski, Tomasz Dziubich, Adam Brzeski	2022	arxiv 2201.08746
Discovering Parametric Activation Functions	Garrett Bingham, Risto Miikkulainen	2020	arxiv 2006.03179
Signal Strength and Noise Drive Feature Preference in CNN Image Classifiers	Max Wolff, Stuart Wolff	2022	arxiv 2201.08893
Scaling-Translation-Equivariant Networks with Decomposed Convolutional Filters	Wei Zhu, Qiang Qiu, Robert Calderbank	2019	arxiv 1909.11193
Indication as Prior Knowledge for Multimodal Disease Classification in Chest Radiographs with Transformers	Grzegorz Jacenków, Alison Q. O'Neil, Sotirios A. Tsaftaris	2022	arxiv 2202.06076
Tensor Composition Net for Visual Relationship Prediction	Yuting Qiang, Yongxin Yang, Xueting Zhang	2020	arxiv 2012.05473
Image Difference Captioning with Pre-training and Contrastive Learning	Linli Yao, Weiying Wang, Qin Jin	2022	arxiv 2202.04298

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