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Today we can see how computer vision (CV) systems are revolutionizing whole industries and business functions with successful applications in healthcare, security, transportation, retail, banking, agriculture, and more.

In 2019, we saw lots of novel architectures and approaches that further improved the perceptive and generative capacities of visual systems. To help you navigate through the overwhelming number of great computer vision papers presented this year, we’ve curated and summarized the top 10 CV research papers of 2019 that will help you understand the latest trends in this research area.

The papers that we selected cover optimization of convolutional networks, unsupervised learning in computer vision, image generation and evaluation of machine-generated images, visual-language navigation, captioning changes between two images with natural language, and more.

 

If you’d like to skip around, here are the papers we featured:

  1. EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
  2. Learning the Depths of Moving People by Watching Frozen People
  3. Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation
  4. A Theory of Fermat Paths for Non-Line-of-Sight Shape Reconstruction
  5. Reasoning-RCNN: Unifying Adaptive Global Reasoning into Large-scale Object Detection
  6. Fixing the Train-Test Resolution Discrepancy
  7. SinGAN: Learning a Generative Model from a Single Natural Image
  8. Local Aggregation for Unsupervised Learning of Visual Embeddings
  9. Robust Change Captioning
  10. HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models

 

Link : https://www.topbots.com/top-ai-vision-research-papers-2019/?utm_source=ActiveCampaign&utm_medium=email&utm_content=Efficient+reinforcement+learning%3A+the+latest+research&utm_campaign=Weekly+Newsletter+12+18+2019+Issue+172

 

 

 

번호 제목 글쓴이 날짜 조회 수
공지 2019 IVPL 송년회 [1] yjchoi 2019.12.20 151
공지 [한국과총]글로벌 현장연수 참가자 모집 GreatMind 2018.04.04 189
공지 Inform Your Students: Global Student Challenge. Over US$2,000 in Prizes! GreatMind 2017.01.12 4217
공지 nVidia Parallel Computing Software Engineer 채용 GreatMind 2016.11.16 627
124 [News] 2020 IVPL Home Coming Day....!!! file GreatMind 2020.06.07 47
123 [Notice] 숙명여자대학교 2020-2 학생자율설계전공 신청 안내 GreatMind 2020.05.12 30
122 [News] Dami Jeong's research paper has been accepted for publication in Sensors journal...!!!! GreatMind 2020.03.30 44
121 [News] Dr. Lee Jong-Hyeok's research paper has been accepted for publication in IEEE Access (IEEE)....!!! GreatMind 2020.03.25 59
120 [News] Ryu So-Ra has been accepted to a Master's degree at University of Massachusetts (Amherst) in the U.S. !!!! [1] file GreatMind 2020.03.18 57
119 [News] Congratulations..!!!! Young-Jin Heo's research paper has been accepted in Journal of Multimedia Society (KCI)...!! GreatMind 2019.12.26 195
118 2019 IVPL 송년회 [1] file yjchoi 2019.12.20 151
117 [News] Prof. Kim Byung-Gyu has been selected as an outstanding researcher in 2018....!!!! GreatMind 2019.12.20 54
» 10 CUTTING-EDGE RESEARCH PAPERS IN COMPUTER VISION FROM 2019 GreatMind 2019.12.19 37
115 [News] Web of Science Group, 2020년, SCI가 SCIE로 통합...!!! GreatMind 2019.12.10 295
114 [News] Congratulations..!!!! Young-Ju Choi's research paper has been accepted for presentation in ACiVS 2020 (Auckland, New Zealand)!!! GreatMind 2019.11.09 520
113 [News] Congratulations..!!!! Young-Ju Choi's research result has been officially accepted for publication in MDPI Electronics .....!!! GreatMind 2019.09.02 1161
112 [News] NVIDIA 2020-2021 Graduate Fellowship Application is Now Open! GreatMind 2019.08.18 148
111 네이버, 국제 딥러닝 컨퍼런스 ‘ICLR 2019’서 AI 연구 성과 공개 GreatMind 2019.06.21 94
110 [News] Dr. Gwang-Soo Hong's paper has been listed in Most Cited Displays Articles...!!! GreatMind 2019.06.21 50
109 NVIDIA AI CONFERENCE 2019 GreatMind 2019.06.21 111
108 ㈜무하유, 한국멀티미디어학회와 상호협력 체계 구축을 위한 업무 협약 체결 GreatMind 2019.04.24 58
107 Girls in ICT 2019 운영사무국 <kjs@hanexco.co.kr> GreatMind 2019.04.16 50
106 [News] Ji-Hae Kim and Gwang-Soo Hong's paper is one of the most downloaded papers in Displays journal.....!!! GreatMind 2019.04.14 110
105 [News] Congratulation...!!! Ji-Hae Kim's research has been accepted for publication in IEEE Access Journal (IEEE)...!!! GreatMind 2019.03.23 1309