Yichen Zhou

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	In-Context Fine-Tuning for Time-Series Foundation Models	2024	Abhimanyu Das Matthew Faw Rajat Sen Yichen Zhou
+ PDF Chat	Robustness to Model Approximation, Learning, and Sample Complexity in Wasserstein Regular MDPs	2024	Yichen Zhou Yanglei Song Serdar Yüksel
+ PDF Chat	MetaFormer Baselines for Vision	2023	Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang
+	A decoder-only foundation model for time-series forecasting	2023	Abhimanyu Das Weihao Kong Rajat Sen Yichen Zhou
+ PDF Chat	Decision tree boosted varying coefficient models	2022	Yichen Zhou Giles Hooker
+ PDF Chat	MetaFormer is Actually What You Need for Vision	2022	Weihao Yu Mi Luo Pan Zhou Chenyang Si Yichen Zhou Xinchao Wang Jiashi Feng Shuicheng Yan
+	Mugs: A Multi-Granular Self-Supervised Learning Framework	2022	Pan Zhou Yichen Zhou Chenyang Si Weihao Yu Teck Khim Ng Shuicheng Yan
+	Robust Distillation for Worst-class Performance	2022	Serena Wang Harikrishna Narasimhan Yichen Zhou Sara Hooker Michał Łukasik Aditya Krishna Menon
+	MetaFormer Baselines for Vision	2022	Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang
+	Inception Transformer	2022	Chenyang Si Weihao Yu Pan Zhou Yichen Zhou Xinchao Wang Shuicheng Yan
+	Distilling Double Descent	2021	Andrew Cotter Aditya Krishna Menon Harikrishna Narasimhan Ankit Singh Rawat Sashank J. Reddi Yichen Zhou
+	MetaFormer Is Actually What You Need for Vision	2021	Weihao Yu Mi Luo Pan Zhou Chenyang Si Yichen Zhou Xinchao Wang Jiashi Feng Shuicheng Yan
+ PDF Chat	Towards Accurate Human Pose Estimation in Videos of Crowded Scenes	2020	Shuning Chang Yuan Li Xuecheng Nie Ziyuan Huang Yichen Zhou Yunpeng Chen Jiashi Feng Shuicheng Yan
+ PDF Chat	A Simple Baseline for Pose Tracking in Videos of Crowed Scenes	2020	Yuan Li Shuning Chang Ziyuan Huang Yichen Zhou Yunpeng Chen Xuecheng Nie Francis E. H. Tay Jiashi Feng Shuicheng Yan
+ PDF Chat	Toward Accurate Person-level Action Recognition in Videos of Crowed Scenes	2020	Li Yuan Yichen Zhou Shuning Chang Ziyuan Huang Yunpeng Chen Xuecheng Nie Tao Wang Jiashi Feng Shuicheng Yan
+	Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution	2018	Yichen Zhou Giles Hooker
+	Approximation Trees: Statistical Stability in Model Distillation	2018	Yichen Zhou Zhengze Zhou Giles Hooker
+	A Deep-Learning-Based Fashion Attributes Detection Model	2018	Menglin Jia Yichen Zhou Mengyun Shi Bharath Hariharan
+	Interpreting Models via Single Tree Approximation	2016	Yichen Zhou Giles Hooker
+ PDF Chat	Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition	2015	Skyler Seto Wenyu Zhang Yichen Zhou
+	Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition	2015	Skyler Seto Wenyu Zhang Yichen Zhou

Common Coauthors

Coauthor	Papers Together
Shuicheng Yan	9
Jiashi Feng	7
Weihao Yu	6
Pan Zhou	6
Chenyang Si	6
Xinchao Wang	5
Giles Hooker	4
Yunpeng Chen	3
Mi Luo	3
Ziyuan Huang	3
Xuecheng Nie	3
Shuning Chang	3
Rajat Sen	2
Aditya Krishna Menon	2
Yuan Li	2
Skyler Seto	2
Harikrishna Narasimhan	2
Abhimanyu Das	2
Weihao Kong	1
Francis E. H. Tay	1
Andrew Cotter	1
Matthew Faw	1
Wenyu Zhang	1
Serdar Yüksel	1
Teck Khim Ng	1
Serena Wang	1
Menglin Jia	1
Yanglei Song	1
Mengyun Shi	1
Sara Hooker	1
Ankit Singh Rawat	1
Sashank J. Reddi	1
Michał Łukasik	1
Zhengze Zhou	1
Wenyu Zhang	1
Tao Wang	1
Li Yuan	1
Mi Luo	1
Bharath Hariharan	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	8
+ PDF Chat	Focal Loss for Dense Object Detection	2017	Tsung-Yi Lin Priya Goyal Ross Girshick Kaiming He Piotr Dollár	5
+ PDF Chat	Aggregated Residual Transformations for Deep Neural Networks	2017	Saining Xie Ross Girshick Piotr Dollár Zhuowen Tu Kaiming He	5
+ PDF Chat	Cascade R-CNN: Delving Into High Quality Object Detection	2018	Zhaowei Cai Nuno Vasconcelos	5
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	4
+	Decoupled Weight Decay Regularization	2017	Ilya Loshchilov Frank Hutter	4
+ PDF Chat	Squeeze-and-Excitation Networks	2018	Jie Hu Li Shen Gang Sun	4
+ PDF Chat	Random Erasing Data Augmentation	2020	Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang	4
+ PDF Chat	Deep Networks with Stochastic Depth	2016	Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger	4
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	4
+ PDF Chat	Randaugment: Practical automated data augmentation with a reduced search space	2020	Ekin D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le	4
+ PDF Chat	CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features	2019	Sangdoo Yun Dongyoon Han Sanghyuk Chun Seong Joon Oh Youngjoon Yoo Junsuk Choe	4
+ PDF Chat	ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training	2022	Hugo Touvron Piotr Bojanowski Mathilde Caron Matthieu Cord Alaaeldin El-Nouby Édouard Grave Gautier Izacard Armand Joulin Gabriel Synnaeve Jakob Verbeek	4
+	Gaussian Error Linear Units (GELUs)	2016	Dan Hendrycks Kevin Gimpel	4
+ PDF Chat	FNet: Mixing Tokens with Fourier Transforms	2022	James Lee-Thorp Joshua Ainslie Ilya Eckstein Santiago Ontañón	4
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	3
+	Squeeze-and-Excitation Networks	2017	Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu	3
+ PDF Chat	You Only Look Once: Unified, Real-Time Object Detection	2016	Joseph Redmon Santosh Divvala Ross Girshick Ali Farhadi	3
+	CycleMLP: A MLP-like Architecture for Dense Prediction	2021	Shoufa Chen Enze Xie Chongjian Ge Runjian Chen Ding Liang Ping Luo	3
+ PDF Chat	Training data-efficient image transformers & distillation through attention	2021	Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jeǵou	3
+ PDF Chat	Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition	2022	Qibin Hou Zihang Jiang Li Yuan Ming‐Ming Cheng Shuicheng Yan Jiashi Feng	3
+ PDF Chat	Feature Pyramid Networks for Object Detection	2017	Tsung-Yi Lin Piotr Dollár Ross Girshick Kaiming He Bharath Hariharan Serge Belongie	3
+ PDF Chat	Squeeze-and-Excitation Networks	2019	Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu	3
+	Transformer in Transformer	2021	Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang	3
+ PDF Chat	Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation	2014	Ross Girshick Jeff Donahue Trevor Darrell Jitendra Malik	3
+	Refiner: Refining Self-attention for Vision Transformers	2021	Daquan Zhou Yujun Shi Bingyi Kang Weihao Yu Zihang Jiang Yuan Li Xiaojie Jin Qibin Hou Jiashi Feng	3
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	3
+	ResNet strikes back: An improved training procedure in timm	2021	Ross Wightman Hugo Touvron Hervé Jeǵou	3
+	SSD: Single Shot MultiBox Detector	2016	Wei Liu Dragomir Anguelov Dumitru Erhan Christian Szegedy Scott Reed Cheng-Yang Fu Alexander C. Berg	3
+ PDF Chat	Swin Transformer: Hierarchical Vision Transformer using Shifted Windows	2021	Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin Baining Guo	3
+ PDF Chat	Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization	2019	Li Yuan Francis EH Tay Ping Li L. P. Zhou Jiashi Feng	3
+ PDF Chat	Distilling Object Detectors With Fine-Grained Feature Imitation	2019	Tao Wang Li Yuan Xiaopeng Zhang Jiashi Feng	3
+ PDF Chat	End-to-End Object Detection with Transformers	2020	Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko	3
+	MLP-Mixer: An all-MLP Architecture for Vision	2021	Ilya Tolstikhin Neil Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai Thomas Unterthiner Jessica Yung Andreas Steiner Daniel Keysers Jakob Uszkoreit	3
+	Object Relation Detection Based on One-shot Learning	2018	Li Zhou Jian Zhao Jianshu Li Yuan Li Jiashi Feng	3
+	Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events	2020	Weiyao Lin Huabin Liu Shizhan Liu Yuxi Li Guo-Jun Qi Rui Qian Tao Wang Nicu Sebe Ning Xu Hongkai Xiong	3
+	CrowdHuman: A Benchmark for Detecting Human in a Crowd	2018	Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun	3
+ PDF Chat	Central Similarity Quantization for Efficient Image and Video Retrieval	2020	Li Yuan Tao Wang Xiaopeng Zhang Francis EH Tay Zequn Jie Wei Liu Jiashi Feng	3
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	3
+ PDF Chat	CityPersons: A Diverse Dataset for Pedestrian Detection	2017	Shanshan Zhang Rodrigo Benenson Bernt Schiele	3
+ PDF Chat	Few-Shot Adaptive Faster R-CNN	2019	Tao Wang Xiaopeng Zhang Li Yuan Jiashi Feng	3
+ PDF Chat	Detection in Crowded Scenes: One Proposal, Multiple Predictions	2020	Xuangeng Chu Anlin Zheng Xiangyu Zhang Jian Sun	3
+ PDF Chat	Xception: Deep Learning with Depthwise Separable Convolutions	2017	François Chollet	3
+	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	2015	Shaoqing Ren Kaiming He Ross Girshick Jian Sun	3
+ PDF Chat	Designing Network Design Spaces	2020	Ilija Radosavovic Raj Prateek Kosaraju Ross Girshick Kaiming He Piotr Dollár	3
+ PDF Chat	Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet	2021	Li Yuan Yunpeng Chen Tao Wang Weihao Yu Yujun Shi Zihang Jiang Francis E. H. Tay Jiashi Feng Shuicheng Yan	3
+	Matching pursuits with time-frequency dictionaries	1993	Stéphane Mallat Zhifeng Zhang	2
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	2
+	$A^2$-Nets: Double Attention Networks	2018	Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng	2
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	2