Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Efficient Backdoor Removal Through Natural Gradient Fine-tuning	Nazmul Karim, Abdullah Al Arafat, Umar Khalid	2023	arxiv 2306.17441
An Empirical Study of Remote Sensing Pretraining	Di Wang, Jing Zhang, Bo Du	2022	arxiv 2204.02825
Unsupervised Camouflaged Object Segmentation as Domain Adaptation	Yi Zhang, Chengyi Wu	2023	arxiv 2308.04528
Dataset Quantization	Daquan Zhou, Kai Wang, Jianyang Gu	2023	arxiv 2308.10524
EncodingNet: A Novel Encoding-based MAC Design for Efficient Neural Network Acceleration	Bo Liu, Grace Li Zhang, Xunzhao Yin	2024	arxiv 2402.18595
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets	Tianxiao Zhang, Wenju Xu, Bo Luo	2024	arxiv 2407.19394
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training	Man Yao, Xuerui Qiu, Tianxiang Hu	2024	arxiv 2411.16061
Knowledge Graph Transfer Network for Few-Shot Recognition	Riquan Chen, Tianshui Chen, Xiaolu Hui	2019	arxiv 1911.09579
Big Self-Supervised Models are Strong Semi-Supervised Learners	Ting Chen, Simon Kornblith, Kevin Swersky	2020	arxiv 2006.10029
MCUNet: Tiny Deep Learning on IoT Devices	Ji Lin, Wei-Ming Chen, Yujun Lin	2020	arxiv 2007.10319
StackMix: A complementary Mix algorithm	John Chen, Samarth Sinha, Anastasios Kyrillidis	2020	arxiv 2011.12618
Orthogonal Projection Loss	Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat	2021	arxiv 2103.14021
Unsupervised Pre-training for Person Re-identification	Dengpan Fu, Dongdong Chen, Jianmin Bao	2020	arxiv 2012.03753
MetaConcept: Learn to Abstract via Concept Graph for Weakly-Supervised Few-Shot Learning	Baoquan Zhang, Ka-Cheong Leung, Yunming Ye	2020	arxiv 2007.02379
Sparse and Imperceptible Adversarial Attack via a Homotopy Algorithm	Mingkang Zhu, Tianlong Chen, Zhangyang Wang	2021	arxiv 2106.06027
Top-KAST: Top-K Always Sparse Training	Siddhant M. Jayakumar, Razvan Pascanu, Jack W. Rae	2021	arxiv 2106.03517
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time	Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre	2022	arxiv 2203.05482
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism	Xiangning Xie, Yuqiao Liu, Yanan Sun	2022	arxiv 2207.00987
Self-Supervised Learning based on Heat Equation	Yinpeng Chen, Xiyang Dai, Dongdong Chen	2022	arxiv 2211.13228
Spatial-Aware Token for Weakly Supervised Object Localization	Pingyu Wu, Wei Zhai, Yang Cao	2023	arxiv 2303.10438

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