CVPR 2023 학회에서 눈여겨볼 SLAM 관련 튜토리얼/워크샵
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/