Tools
Feb 2021 (1.5.5) » Beanote - Note Taking on Web Pages 
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Papers
Sep 2023 » Detect Every Thing with Few Examples (code) Mar 2023 » Optical flow boosts unsupervised localization and segmentation (code) IROS 2023. Xinyu Zhang, Abdeslam BoulariasJul 2022 » Learning Low-Precision Structured Subnetworks Using Joint Layerwise Channel Pruning and Uniform Quantization (code) MDPI 2022. Xinyu Zhang*, Ian Colbert*, Srinjoy DasOct 2021 » Tuning Confidence Bound for Stochastic Bandits with Bandit Distance Arxiv Pre-print. Xinyu Zhang, Srinjoy Das, Ken Kreutz-DelgadoNov 2019 » Diversity transfer network for few-shot learning AAAI 2020. Mengting Chen, Yuxin Fang, Xinggang Wang, Heng Luo, Yifeng Geng, Xinyu Zhang, Chang Huang, Wenyu Liu, Bo WangMar 2017 » A design methodology for efficient implementation of deconvolutional neural networks on an FPGA M.S. Thesis. Xinyu Zhang, Srinjoy Das, Ojash Neopane, Ken Kreutz-DelgadoJul 2015 » MICROST: A mixed approach for heart rate monitoring during intensive physical exercise using wrist-type PPG Signals (code) EMBC 2015. Shilin Zhu, Ke Tan, Xinyu Zhang, Zhiqiang Liu, Bin Liu
Patent
Dec 2018 » Method and apparatus for controlling storage operations of data of region of interest US20200192574A1. Xinyu ZhangChip design for two-stage detection neural networks, e.g. faster rcnn, mask rcnn and etc.
Posts
28 Feb 2021 » Intuitive Explanation of Effective Sample Size in Importance Sampling 10 Feb 2021 » A Brief Introduction for Reinforcement Learning 17 Jan 2021 » Explain Selection Bias in Online Experiment with Python 03 Jan 2021 » Lecture Notes — How to Write a Great Research Paper 26 Dec 2020 » Learn AI Game Playing Algorithm Part III — Counterfactual Regret Minimization 21 Dec 2020 » Learn AI Game Playing Algorithm Part II — Monte Carlo Tree Search 11 Dec 2020 » Learn AI Game Playing Algorithm Part I — Game Basics 13 Nov 2020 » Dive into Latent Dirichlet Allocation 31 Oct 2020 » Neural Processes Explained 21 Oct 2020 » Rigging the Lottery Making All Tickets Winners
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State-of-the-art on open-vocabulary and few-shot object detection!