CVPR 2023 학회에서 눈여겨볼 SLAM 관련 튜토리얼/워크샵

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Tutorials

SLAM-focus

  • Large-Scale Visual Localization
    • https://sites.google.com/view/lsvl2023/home
  • Hands-on Egocentric Research with Project Aria from Meta
    • https://ariatutorial2023.github.io/
  • Rolling Shutter Camera: Modeling, Optimization, Learning, and Hardware
    • https://rstutorial.github.io/
  • Automatic 3D modeling of indoor structures from panoramic imagery
    • http://vic.crs4.it/vic/cvpr2023-tutorial-pano/
  • A Comprehensive Tour and Recent Advancements toward Real-world Visual Geo-Localization
    • https://www.sri.com/computer-vision/cvpr-2023-a-comprehensive-tour-and-recent-advancements-toward-real-world-visual-geo-localization/

Towards Deep Learning…

  • Vision Transformer: More is different
  • Efficient Neural Networks: From Algorithm Design to Practical Mobile Deployment
    • https://snap-research.github.io/efficient-nn-tutorial/
  • All Things ViTs: Understanding and Interpreting Attention in Vision
    • https://all-things-vits.github.io/atv/
  • Boosting Computer Vision Research with OpenMMLab and OpenDataLab
    • https://openmmlab.com/community/cvpr2023-tutorial
  • Denoising Diffusion Models: A Generative Learning Big Bang
    • https://cvpr2023-tutorial-diffusion-models.github.io/
  • Recent Advances in Vision Foundation Models
    • https://vlp-tutorial.github.io/
  • All you need to know about self-driving
    • https://cvpr2023.waabi.ai/
  • Prompting in Vision
    • https://prompting-in-vision.github.io/
  • Full-Stack, GPU-based Acceleration of Deep Learning
    • https://github.com/NVlabs/EfficientDL/
  • Multi-Objective Optimization for Deep Learning
    • https://multiobjective-ml.org/

 

Workshops

SLAM-focus

  • 6th International Workshop on Visual Odometry and Computer Vision Applications Based on Location Clues
    • https://sites.google.com/view/vocvalc2023/home
  • Image Matching: Local Features and Beyond
    • https://image-matching-workshop.github.io/
  • Photogrammetric Computer Vision
    • https://photogrammetric-cv-workshop.github.io/
  • DynaVis: The 4th International Workshop on Dynamic Scene Reconstruction
    • https://dynavis.github.io/2023/

Deep Learning

  • The 2nd International Workshop on Transformers for Vision
    • https://sites.google.com/view/t4v-cvpr23
  • Synthetic Data for Autonomous Systems (SDAS)
    • https://sites.google.com/view/sdas2023/
  • The Second Workshop on 3D Vision and Robotics
    • https://sites.google.com/view/cvpr2023-3d-vision-robotics
  • OmniLabel: Infinite label spaces for semantic understanding via natural language
    • https://sites.google.com/view/omnilabel-workshop-cvpr23
  • XRNeRF: Advances in NeRF for the Metaverse
    • https://sites.google.com/view/xrnerf/
  • 2nd Monocular Depth Estimation Challenge
    • https://jspenmar.github.io/MDEC/
  • 2nd Workshop on Tracking and Its Many Guises: Tracking Any Object in Open-World
    • http://taodataset.org/workshop/cvpr23/
  • The 4th CVPR Workshop on 3D Scene Understanding for Vision, Graphics, and Robotics
    • https://scene-understanding.com/
  • Visual Perception via Learning in an Open World
    • https://vplow.github.io/vplow_3rd.html
  • Computer Vision for Mixed Reality
    • https://cv4mr.github.io/
  • Workshop on End-to-end Autonomous Driving
    • https://opendrivelab.com/e2ead/cvpr23.html
  • 6th Multi-modal Learning and Applications Workshop (MULA)
    • https://mula-workshop.github.io/
  • Workshop on Autonomous Driving (WAD)
    • https://cvpr2023.wad.vision/
  • End-to-End Autonomous Driving: Perception, Prediction, Planning and Simulation
    • https://e2ead.github.io/2023.html
  • 1st workshop on Capturing, Interpreting & Visualizing Indoor Living Spaces
    • https://sites.google.com/view/cvprcivils2023
  • Vision-Centric Autonomous Driving (VCAD)
    • http://vcad.site/
  • 3DMV: Learning 3D with Multi-View Supervision
    • https://3dmv2023.github.io/
  • EMBEDDED VISION WORKSHOP 2023
    • https://embeddedvisionworkshop.wordpress.com/
  • Joint 3rd Ego4D and 11th EPIC Workshop on Egocentric Vision
    • https://sites.google.com/view/ego4d-epic-cvpr2023-workshop/
  • Vision for All Seasons: Adverse Weather and Lighting Conditions
    • https://vision4allseason.net/
  • 4th Embodied AI Workshop
    • https://embodied-ai.org/
  • Visual Pre-training for Robotics
    • https://vispr-workshop.github.io/
  • The 4th Workshop on Omnidirectional Computer Vision
    • https://sites.google.com/view/omnicv2023
  • 5th ScanNet Indoor Scene Understanding Challenge
    • http://www.scan-net.org/cvpr2023workshop/