A Brief Self-Introduction

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A Brief Self-IntroductionJinbin BaiDepartment of Computer Science, Nanjing Universitybai.jinbin@foxmail.comDecember 12, 2020.Jinbin Bai (NJU)https://jb-bai.github.io. . . . . . . . . . . . . . . . . . .December 12, 2020.1 / 20.

Overview1About Me2Research Experience3Selected Courses Projects4Activities and Communications5Research Interests and Plans.Jinbin Bai (NJU)https://jb-bai.github.io. . . . . . . . . . . . . . . . . . .December 12, 2020.2 / 20.

About MeJinbin 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 UniversityShanghai Jiao Tong University, C9 League Exchange Program.Jinbin Bai (NJU)https://jb-bai.github.io. . . . . . . . . . . . . . . . . . .December 12, 2020.3 / 20.

About MePersonal Mainpage: https://jb-bai.github.io/Advanced Courses I’ve takenCompilerMachine 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.

Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep LearningLiterature Review.Jinbin Bai (NJU)https://jb-bai.github.io. . . . . . . . . . . . . . . . . . .December 12, 2020.5 / 20.

Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep LearningDataset.Jinbin Bai (NJU)https://jb-bai.github.io. . . . . . . . . . . . . . . . . . .December 12, 2020.6 / 20.

Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep LearningData Preprocessingi.e. Mel-frequency cepstral coefficients (MFCCs).Jinbin Bai (NJU)https://jb-bai.github.io. . . . . . . . . . . . . . . . . . .December 12, 2020.7 / 20.

Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep LearningNeural Network Model.Jinbin Bai (NJU)https://jb-bai.github.io. . . . . . . . . . . . . . . . . . .December 12, 2020.8 / 20.

Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep LearningAccuracy: 96% on our own dataset.Jinbin Bai (NJU)https://jb-bai.github.io. . . . . . . . . . . . . . . . . . .December 12, 2020.9 / 20.

Research ExperienceDetection Technology of Specific Acoustic Scene based on Deep LearningAchievementsPatentPapera 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.

Research ExperienceDeep Sky Modeling for Single Image Outdoor Lighting Estimation1 2In 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. 2019. . . . . . . . . . . . . . .IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR). IEEE. . . . . . . . . . . . . . . .Jinbin Bai (NJU)https://jb-bai.github.ioDecember 12, 202011 / 20.

Selected Courses ProjectsOthello 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.

Selected Courses ProjectsBeauty 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.

Selected Courses ProjectsComprehensive 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.

Selected Courses ProjectsComprehensive 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.

Selected Courses ProjectsComprehensive 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.

Selected Courses ProjectsComprehensive 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.

Activities and CommunicationsNanjing University’s Tencent ClubVice Minister of Practice DepartmentNanjing University’s Microsoft ClubCode 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 mentorByteDance AI LabSoftware Develop Engineer Intern related to Image Processing.Jinbin Bai (NJU)https://jb-bai.github.io. . . . . . . . . . . . . . . . . . .December 12, 2020.18 / 20.

Research Interests and PlansPossible 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 RoboticsMaybe?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.

Thanks for your attention!.Jinbin Bai (NJU)https://jb-bai.github.io. . . . . . . . . . . . . . . . . . .December 12, 2020.20 / 20.

A Brief Self-Introduction Jinbin Bai Department of Computer Science, Nanjing University bai.jinbin@foxmail.com December 12, 2020 Jinbin Bai (NJU) https://jb-bai.github.io December 12, 2020 1/20. Overview 1 About Me 2 Research Experience 3 Selected Courses Projects 4 Activities and .

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