Research

Papers for “image classification”

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

Title	Authors	Year	Source
An interpretation of the final fully connected layer	Siddhartha	2022	arxiv 2205.11908
Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance?	Christoph Koller, Göran Kauermann, Xiao Xiang Zhu	2022	arxiv 2205.15265
Consistent Relative Confidence and Label-Free Model Selection for Convolutional Neural Networks	Bin Liu	2021	arxiv 2108.11845
Depth Estimation with Simplified Transformer	John Yang, Le An, Anurag Dixit	2022	arxiv 2204.13791
Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint	Hao Liu, Minshuo Chen, Siawpeng Er	2022	arxiv 2206.04569
An Effective Fusion Method to Enhance the Robustness of CNN	Yating Ma, Zhichao Lian	2022	arxiv 2205.15582
ROSE: A RObust and SEcure DNN Watermarking	Kassem Kallas, Teddy Furon	2022	arxiv 2206.11024
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation	Giung Nam, Hyungi Lee, Byeongho Heo	2022	arxiv 2206.15047
Attention Mechanisms in Computer Vision: A Survey	Meng-Hao Guo, Tian-Xing Xu, Jiang-Jiang Liu	2021	arxiv 2111.07624
Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime	Daniel Goldfarb, Paul Hand	2022	arxiv 2207.06475
Residual and Attentional Architectures for Vector-Symbols	Wilkie Olin-Ammentorp Maxim Bazhenov	2022	arxiv 2207.08953
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization	Martin Briesch, Dominik Sobania, Franz Rothlauf	2021	arxiv 2106.04181
Contrastive Learning for OOD in Object detection	Rishab Balasubramanian, Rupashree Dey, Kunal Rathore	2022	arxiv 2208.06083
Probing Contextual Diversity for Dense Out-of-Distribution Detection	Silvio Galesso, Maria Alejandra Bravo, Mehdi Naouar	2022	arxiv 2208.14195
Privacy Enhancement for Cloud-Based Few-Shot Learning	Archit Parnami, Muhammad Usama, Liyue Fan	2022	arxiv 2205.07864
Feature-level augmentation to improve robustness of deep neural networks to affine transformations	Adrian Sandru, Mariana-Iuliana Georgescu, Radu Tudor Ionescu	2022	arxiv 2202.05152
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks	Wenhui Wang, Hangbo Bao, Li Dong	2022	arxiv 2208.10442
A Unified Framework with Meta-dropout for Few-shot Learning	Shaobo Lin, Xingyu Zeng, Rui Zhao	2022	arxiv 2210.06409
XNAS: Neural Architecture Search with Expert Advice	Niv Nayman, Asaf Noy, Tal Ridnik	2019	arxiv 1906.08031
Tight Certified Robustness via Min-Max Representations of ReLU Neural Networks	Brendon G. Anderson, Samuel Pfrommer, Somayeh Sojoudi	2023	arxiv 2310.04916

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