Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Positional Label for Self-Supervised Vision Transformer	Zhemin Zhang, Xun Gong	2022	arxiv 2206.04981
EqCo: Equivalent Rules for Self-supervised Contrastive Learning	Benjin Zhu, Junqiang Huang, Zeming Li	2020	arxiv 2010.01929
SRIL: Selective Regularization for Class-Incremental Learning	Jisu Han, Jaemin Na, Wonjun Hwang	2023	arxiv 2305.05175
Universal Adaptive Data Augmentation	Xiaogang Xu, Hengshuang Zhao	2022	arxiv 2207.06658
TAN Without a Burn: Scaling Laws of DP-SGD	Tom Sander, Pierre Stock, Alexandre Sablayrolles	2022	arxiv 2210.03403
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning	Yin Cui, Yang Song, Chen Sun	2018	arxiv 1806.06193
Training Compact Neural Networks with Binary Weights and Low Precision Activations	Bohan Zhuang, Chunhua Shen, Ian Reid	2018	arxiv 1808.02631
RepMet: Representative-based metric learning for classification and one-shot object detection	Leonid Karlinsky, Joseph Shtok, Sivan Harary	2018	arxiv 1806.04728
Self-Referenced Deep Learning	Xu Lan, Xiatian Zhu, Shaogang Gong	2018	arxiv 1811.07598
TADAM: Task dependent adaptive metric for improved few-shot learning	Boris N. Oreshkin, Pau Rodriguez, Alexandre Lacoste	2018	arxiv 1805.10123
Importance Estimation for Neural Network Pruning	Pavlo Molchanov, Arun Mallya, Stephen Tyree	2019	arxiv 1906.10771
Self-Supervised Learning of Video-Induced Visual Invariances	Michael Tschannen, Josip Djolonga, Marvin Ritter	2019	arxiv 1912.02783
Distillation Guided Residual Learning for Binary Convolutional Neural Networks	Jianming Ye, Shiliang Zhang, Jingdong Wang	2020	arxiv 2007.05223
Mish: A Self Regularized Non-Monotonic Activation Function	Diganta Misra	2019	arxiv 1908.08681
MoPro: Webly Supervised Learning with Momentum Prototypes	Junnan Li, Caiming Xiong, Steven C.H. Hoi	2020	arxiv 2009.07995
BlockDrop: Dynamic Inference Paths in Residual Networks	Zuxuan Wu, Tushar Nagarajan, Abhishek Kumar	2017	arxiv 1711.08393
Regularized Evolution for Image Classifier Architecture Search	Esteban Real, Alok Aggarwal, Yanping Huang	2018	arxiv 1802.01548
Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects	Michael A. Alcorn, Qi Li, Zhitao Gong	2018	arxiv 1811.11553
Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain Shift	Petra Bevandić, Ivan Krešo, Marin Oršić	2019	arxiv 1908.01098
Group Pruning using a Bounded-Lp norm for Group Gating and Regularization	Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang	2019	arxiv 1908.03463

Search results