A Brief Self-Introduction · 2020. 12. 22. · A Brief Self-Introduction Jinbin Bai Department of...
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. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A Brief Self-Introduction Jinbin Bai Department of Computer Science, Nanjing University [email protected] December 12, 2020 Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 1 / 20
Transcript of A Brief Self-Introduction · 2020. 12. 22. · A Brief Self-Introduction Jinbin Bai Department of...
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A Brief Self-Introduction
Jinbin Bai
Department of Computer Science, Nanjing University
December 12, 2020
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 1 / 20
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Overview
1 About Me
2 Research Experience
3 Selected Courses Projects
4 Activities and Communications
5 Research Interests and Plans
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 2 / 20
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About Me
Jinbin Bai (白晋斌), born in Shanxi ProvinceNanjing University, B.S. in CS, GPA: 89.6/100, Rank: 10%
Outstanding Student of Nanjing UniversityHeren Scholarship (2 recipients in CS department)Shanyuan International Scholarship (30 recipients in NJU)Excellent Undergraduate Innovation Project of Nanjing University
Shanghai Jiao Tong University, C9 League Exchange Program
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 3 / 20
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About Me
Personal Mainpage: https://jb-bai.github.io/Advanced Courses I’ve taken
CompilerMachine LearningData MiningDigital Image ProcessingBig Data Procesing LabGame Theorytotal list could be obtained by click TOTAL.
These days, I am working on a Computer Graphics course (GAMES101 by Linqi Yan, GAMES 102 by Ligang Liu) and readingFundamentals of Computer Graphics.
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 4 / 20
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Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep Learning
Literature Review
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 5 / 20
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Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep Learning
Dataset
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 6 / 20
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Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep Learning
Data Preprocessingi.e. Mel-frequency cepstral coefficients (MFCCs)
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 7 / 20
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Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep Learning
Neural Network Model
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 8 / 20
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Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep Learning
Accuracy: 96% on our own dataset
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 9 / 20
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Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep Learning
AchievementsPatentPapera music player app that supports automatic equalizer settings(https://github.com/grkid/Gadget_for_Music)National project approved, excellent project completed
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 10 / 20
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Research ExperienceDeep Sky Modeling for Single Image Outdoor Lighting Estimation 1 2
In preparation for CVPR 2021 submission.
1Hold-Geoffroy, Y. , Athawale, A. , & Lalonde, J. F. . (2019). Deep sky modeling forsingle image outdoor lighting estimation. 2019 IEEE/CVF Conference on ComputerVision and Pattern Recognition (CVPR). IEEE.
2Singh, K. K. , Ojha, U. , & Lee, Y. J. . (2019). FineGAN: UnsupervisedHierarchical Disentanglement for Fine-Grained Object Generation and Discovery. 2019IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE.
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 11 / 20
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Selected Courses Projects
Othello AIUsing α-β pruning and greedy algorithm to implement an automatic chessstrategy for Othello.
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 12 / 20
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Selected Courses Projects
Beauty SoftwareUsing matlab and matlab gui to implement a beauty software whichincludes many photo processing and beauty functions.
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 13 / 20
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Selected Courses Projects
Comprehensive Experiment of Big Data ProcessingUsing hadoop (and spark) to realize the visualization of the relationshipbetween the characters by inputting Jin Yong’s novels.
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 14 / 20
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Selected Courses Projects
Comprehensive Experiment of Machine LearningUsing linear regression, knn, lstm, random forest, xgboost, lightgbm, etcto forecast the traffic time index around Shenzhen North Station.
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 15 / 20
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Selected Courses Projects
Comprehensive Experiment of Digital CircuitUsing Verilog HDL to implement a simple computer system on the FPGAof the DE10-Standard development board, which can run simpleinstructions and process a certain amount of input and output. Using mipslanguage to complete basic terminal functions and a number of minigames.
Comprehensive Experiment of Computer SystemUsing C to implement a simplified x86 emulator which includes usingvirtual registers to simulate data storage and operations, x86 instruction’sdecoding and execution, segmented page storage structure of computersystem, exceptions, interrupts and IO, etc. Finally, we can run PAL1 onour x86 emulator.
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 16 / 20
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Selected Courses Projects
Comprehensive Experiment of Operation SystemUsing C to implement a simplified operation system which includes systemboot, system call, process switch and thread switch, processsynchronization, file system.
Comprehensive Experiment of CompilerUsing C to implement a simplified compiler which includes lexical analysis,syntax analysis, semantic analysis, intermediate code generation,intermediate code optimization, target code generation, target codeoptimization.
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 17 / 20
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Activities and CommunicationsNanjing University’s Tencent Club
Vice Minister of Practice DepartmentNanjing University’s Microsoft Club
Code visualization: Developing a program in Microsoft NanjingHackthon competition.WAIC2019: Participating in Microsoft’s AI for ALL conference inWAIC 2019.
Nanjing UniversityAssembly Language Course Teaching AssistantPeer mentor
ByteDance AI LabSoftware Develop Engineer Intern related to Image Processing.
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 18 / 20
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Research Interests and Plans
Possible DirectionsMachine Learning and Data MiningComputer Graphics, Computer Vision and Digital Image ProcessingResearch related to Distributed System and Parallel ComputingResearch related to Human-computer Interaction and Robotics
Maybe?Invertible Image RescalingYOLO in the Dark - Domain Adaptation Method for Merging MultipleModelsSemi-supervised Multi-modal Emotion Recognition with Cross-ModalDistribution MatchingFrankMocap: Fast Monocular 3D Hand and Body Motion Capture byRegression and IntegrationKeyPose: Estimating teh 3D Pose of Transparent Objects from Stereo
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 19 / 20
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Thanks for your attention!
Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 20 / 20
