Research

Papers for “imagenet”

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

Title	Authors	Year	Source
A Pre-defined Sparse Kernel Based Convolution for Deep CNNs	Souvik Kundu, Saurav Prakash, Haleh Akrami	2019	arxiv 1910.00724
Principal Component Properties of Adversarial Samples	Malhar Jere, Sandro Herbig, Christine Lind	2019	arxiv 1912.03406
Self supervised learning improves dMMR/MSI detection from histology slides across multiple cancers	Charlie Saillard, Olivier Dehaene, Tanguy Marchand	2021	arxiv 2109.05819
DeiT III: Revenge of the ViT	Hugo Touvron, Matthieu Cord, Hervé Jégou	2022	arxiv 2204.07118
Cyclical Focal Loss	Leslie N. Smith	2022	arxiv 2202.08978
Augmentation Learning for Semi-Supervised Classification	Tim Frommknecht, Pedro Alves Zipf, Quanfu Fan	2022	arxiv 2208.01956
ClusTR: Exploring Efficient Self-attention via Clustering for Vision Transformers	Yutong Xie, Jianpeng Zhang, Yong Xia	2022	arxiv 2208.13138
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition	Zeqi Zheng, Yanchen Huang, Yingchao Yu	2025	arxiv 2503.15986
Generative Distribution Distillation	Jiequan Cui, Beier Zhu, Qingshan Xu	2025	arxiv 2507.14503
The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation	Ho Kei Cheng, Alexander Schwing	2025	arxiv 2503.10636
Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks	Mohit Prabhushankar, Ghassan AlRegib	2024	arxiv 2405.13758
AdvDiff: Generating Unrestricted Adversarial Examples using Diffusion Models	Xuelong Dai, Kaisheng Liang, Bin Xiao	2023	arxiv 2307.12499
EVA-02: A Visual Representation for Neon Genesis	Yuxin Fang, Quan Sun, Xinggang Wang	2023	arxiv 2303.11331
Clustering by Maximizing Mutual Information Across Views	Kien Do, Truyen Tran, Svetha Venkatesh	2021	arxiv 2107.11635
HALP: Hardware-Aware Latency Pruning	Maying Shen, Hongxu Yin, Pavlo Molchanov	2021	arxiv 2110.10811
Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective	Tianlong Chen, Yu Cheng, Zhe Gan	2021	arxiv 2103.00397
SuperMix: Supervising the Mixing Data Augmentation	Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani	2020	arxiv 2003.05034
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation	Muquan Li, Hang Gou, Dongyang Zhang	2025	arxiv 2510.04838
Fix your downsampling ASAP! Be natively more robust via Aliasing and Spectral Artifact free Pooling	Julia Grabinski, Steffen Jung, Janis Keuper	2023	arxiv 2307.09804
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy	Giang Nguyen, Mohammad Reza Taesiri, Anh Nguyen	2022	arxiv 2208.00780

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