Research

Papers for “imagenet”

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

Title	Authors	Year	Source
ReAct: Out-of-distribution Detection With Rectified Activations	Yiyou Sun, Chuan Guo, Yixuan Li	2021	arxiv 2111.12797
Semantic-Aware Generation for Self-Supervised Visual Representation Learning	Yunjie Tian, Lingxi Xie, Xiaopeng Zhang	2021	arxiv 2111.13163
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search	Xin Xia, Xuefeng Xiao, Xing Wang	2020	arxiv 2005.07564
Cascaded Diffusion Models for High Fidelity Image Generation	Jonathan Ho, Chitwan Saharia, William Chan	2021	arxiv 2106.15282
Vision Transformer for Small-Size Datasets	Seung Hoon Lee, Seunghyun Lee, Byung Cheol Song	2021	arxiv 2112.13492
Improving Robustness with Image Filtering	Matteo Terzi, Mattia Carletti, Gian Antonio Susto	2021	arxiv 2112.11235
PCACE: A Statistical Approach to Ranking Neurons for CNN Interpretability	Sílvia Casacuberta, Esra Suel, Seth Flaxman	2021	arxiv 2112.15571
Distance-Ratio-Based Formulation for Metric Learning	Hyeongji Kim, Pekka Parviainen, Ketil Malde	2022	arxiv 2201.08676
Boundary Defense Against Black-box Adversarial Attacks	Manjushree B. Aithal, Xiaohua Li	2022	arxiv 2201.13444
Diagnosing Batch Normalization in Class Incremental Learning	Minghao Zhou, Quanziang Wang, Jun Shu	2022	arxiv 2202.08025
Visual Feature Encoding for GNNs on Road Networks	Oliver Stromann, Alireza Razavi, Michael Felsberg	2022	arxiv 2203.01187
Self-Distribution Distillation: Efficient Uncertainty Estimation	Yassir Fathullah, Mark J. F. Gales	2022	arxiv 2203.08295
PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression	Duc Minh Vo, Akihiro Sugimoto, Hideki Nakayama	2022	arxiv 2203.08456
Reliability-Aware Quantization for Anti-Aging NPUs	Sami Salamin, Georgios Zervakis, Ourania Spantidi	2021	arxiv 2103.04812
Locally Asynchronous Stochastic Gradient Descent for Decentralised Deep Learning	Tomer Avidor, Nadav Tal Israel	2022	arxiv 2203.13085
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness	Giulio Lovisotto, Nicole Finnie, Mauricio Munoz	2022	arxiv 2203.13639
Mix-up Self-Supervised Learning for Contrast-agnostic Applications	Yichen Zhang, Yifang Yin, Ying Zhang	2022	arxiv 2204.00901
Semantically Adversarial Learnable Filters	Ali Shahin Shamsabadi, Changjae Oh, Andrea Cavallaro	2020	arxiv 2008.06069
LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification	Sharath Girish, Kamal Gupta, Saurabh Singh	2022	arxiv 2204.02965
Deeply Unsupervised Patch Re-Identification for Pre-training Object Detectors	Jian Ding, Enze Xie, Hang Xu	2021	arxiv 2103.04814

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