Research

Papers for “imagenet”

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

Title	Authors	Year	Source
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection	Yuxin Fang, Bencheng Liao, Xinggang Wang	2021	arxiv 2106.00666
ShapeY: Measuring Shape Recognition Capacity Using Nearest Neighbor Matching	Jong Woo Nam, Amanda S. Rios, Bartlett W. Mel	2021	arxiv 2111.08174
DA$^{\textbf{2}}$-Net : Diverse & Adaptive Attention Convolutional Neural Network	Abenezer Girma, Abdollah Homaifar, M Nabil Mahmoud	2021	arxiv 2111.13157
On Training Implicit Models	Zhengyang Geng, Xin-Yu Zhang, Shaojie Bai	2021	arxiv 2111.05177
DAAS: Differentiable Architecture and Augmentation Policy Search	Xiaoxing Wang, Xiangxiang Chu, Junchi Yan	2021	arxiv 2109.15273
Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks	Francesco Croce, Maksym Andriushchenko, Naman D. Singh	2020	arxiv 2006.12834
R2-D2: Repetitive Reprediction Deep Decipher for Semi-Supervised Deep Learning	Guo-Hua Wang, Jianxin Wu	2022	arxiv 2202.08955
Diffusion Causal Models for Counterfactual Estimation	Pedro Sanchez, Sotirios A. Tsaftaris	2022	arxiv 2202.10166
Self-Supervised Class-Cognizant Few-Shot Classification	Ojas Kishore Shirekar, Hadi Jamali-Rad	2022	arxiv 2202.08149
MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius	Runtian Zhai, Chen Dan, Di He	2020	arxiv 2001.02378
Improving Vision Transformers for Incremental Learning	Pei Yu, Yinpeng Chen, Ying Jin	2021	arxiv 2112.06103
B-cos Networks: Alignment is All We Need for Interpretability	Moritz Böhle, Mario Fritz, Bernt Schiele	2022	arxiv 2205.10268
ZerO Initialization: Initializing Neural Networks with only Zeros and Ones	Jiawei Zhao, Florian Schäfer, Anima Anandkumar	2021	arxiv 2110.12661
Soft Masking for Cost-Constrained Channel Pruning	Ryan Humble, Maying Shen, Jorge Albericio Latorre	2022	arxiv 2211.02206
lo-fi: distributed fine-tuning without communication	Mitchell Wortsman, Suchin Gururangan, Shen Li	2022	arxiv 2210.11948
DCT Perceptron Layer: A Transform Domain Approach for Convolution Layer	Hongyi Pan, Xin Zhu, Salih Atici	2022	arxiv 2211.08577
Swin MAE: Masked Autoencoders for Small Datasets	Zi'an Xu, Yin Dai, Fayu Liu	2022	arxiv 2212.13805
Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning	Vincenzo Lomonaco, Lorenzo Pellegrini, Gabriele Graffieti	2023	arxiv 2301.02464
Unifying Remote Sensing Image Retrieval and Classification with Robust Fine-tuning	Dimitri Gominski, Valérie Gouet-Brunet, Liming Chen	2021	arxiv 2102.13392
Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint	Borui Zhang, Wenzhao Zheng, Jie Zhou	2022	arxiv 2212.09062

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