Research

Papers for “imagenet”

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

Title	Authors	Year	Source
SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics	Arash Ardakani, Altan Haan, Shangyin Tan	2023	arxiv 2305.18513
ZeroQ: A Novel Zero Shot Quantization Framework	Yaohui Cai, Zhewei Yao, Zhen Dong	2020	arxiv 2001.00281
Validation and generalization of pixel-wise relevance in convolutional neural networks trained for face classification	Jñani Crawford, Eshed Margalit, Kalanit Grill-Spector	2020	arxiv 2006.16795
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks	Rajat Saini, Nandan Kumar Jha, Bedanta Das	2020	arxiv 2006.15102
Deep Collective Learning: Learning Optimal Inputs and Weights Jointly in Deep Neural Networks	Xiang Deng, Zhongfei (Mark) Zhang	2020	arxiv 2009.07988
ENAS4D: Efficient Multi-stage CNN Architecture Search for Dynamic Inference	Zhihang Yuan, Xin Liu, Bingzhe Wu	2020	arxiv 2009.09182
ColorNet: Investigating the importance of color spaces for image classification	Shreyank N Gowda, Chun Yuan	2019	arxiv 1902.00267
AOGNets: Compositional Grammatical Architectures for Deep Learning	Xilai Li, Xi Song, Tianfu Wu	2017	arxiv 1711.05847
Adversarial Distillation for Ordered Top-k Attacks	Zekun Zhang, Tianfu Wu	2019	arxiv 1905.10695
Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis	Zongwei Zhou, Vatsal Sodha, Md Mahfuzur Rahman Siddiquee	2019	arxiv 1908.06912
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames	Erik Wijmans, Abhishek Kadian, Ari Morcos	2019	arxiv 1911.00357
Searching for Network Width with Bilaterally Coupled Network	Xiu Su, Shan You, Jiyang Xie	2022	arxiv 2203.13714
DaViT: Dual Attention Vision Transformers	Mingyu Ding, Bin Xiao, Noel Codella	2022	arxiv 2204.03645
Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets	Tianlong Chen, Xuxi Chen, Xiaolong Ma	2022	arxiv 2202.04736
SP-ViT: Learning 2D Spatial Priors for Vision Transformers	Yuxuan Zhou, Wangmeng Xiang, Chao Li	2022	arxiv 2206.07662
8-bit Optimizers via Block-wise Quantization	Tim Dettmers, Mike Lewis, Sam Shleifer	2021	arxiv 2110.02861
Dynamic Token Normalization Improves Vision Transformers	Wenqi Shao, Yixiao Ge, Zhaoyang Zhang	2021	arxiv 2112.02624
Large batch size training of neural networks with adversarial training and second-order information	Zhewei Yao, Amir Gholami, Daiyaan Arfeen	2018	arxiv 1810.01021
Fine-Grained Image Recognition from Scratch with Teacher-Guided Data Augmentation	Edwin Arkel Rios, Fernando Mikael, Oswin Gosal	2025	arxiv 2507.12157
Investigating the Impact of Large-Scale Pre-training on Nutritional Content Estimation from 2D Images	Michele Andrade, Guilherme A. L. Silva, Valéria Santos	2025	arxiv 2508.03996

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