Study Resources
draw.io
- intro: an app to create diagrams. You can use it online, download it or add it to Android and iOS for free
- homepage: https://www.draw.io/
Keep Up With New Trends
ComputerVisionFoundation Videos
https://www.youtube.com/channel/UC0n76gicaarsN_Y9YShWwhw/playlists
ECCV 2018
ECCV 2018 papers
http://openaccess.thecvf.com/ECCV2018.py
ICML 2018
DeepMind papers at ICML 2018
Facebook Research at ICML 2018
https://research.fb.com/facebook-research-at-icml-2018/
ICML 2018 Notes
- day1: https://gmarti.gitlab.io/ml/2018/07/10/icml18-tutorials.html
- day2: https://gmarti.gitlab.io/ml/2018/07/11/icml18-day-2.html
- day3: https://gmarti.gitlab.io/ml/2018/07/12/icml18-day-3.html
- day4: https://gmarti.gitlab.io/ml/2018/07/13/icml18-day-4.html
ICML 2018 Notes
- notes: https://david-abel.github.io/blog/posts/misc/icml_2018.pdf
- github: https://david-abel.github.io/
IJCAI 2018
Proceedings of IJCAI 2018
https://www.ijcai.org/proceedings/2018/
CVPR 2018
CVPR 2018 open access
http://openaccess.thecvf.com/CVPR2018.py
CVPR18: Tutorials
- youtube: https://www.youtube.com/playlist?list=PL_bDvITUYucD54Ym5XKGqTv9xNsrOX0aS
- bilibili: https://www.bilibili.com/video/av27038992/
VALSE 2018
http://ice.dlut.edu.cn/valse2018/programs.html
NIPS 2017
NIPS 2017 Spotlights
NIPS 2017 — notes and thoughs
https://olgalitech.wordpress.com/2017/12/12/nips-2017-notes-and-thoughs/
NIPS 2017 Notes
- notes: https://cs.brown.edu/~dabel/blog/posts/misc/nips_2017.pdf
- blog: https://cs.brown.edu/~dabel/blog.html
NIPS 2017
- intro: A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017
- github: https://github.com//hindupuravinash/nips2017
Global NIPS 2017 Paper Implementation Challenge
- intro: 8th December 2017 - 31st January 2018 (Application closed)
- homepage: https://nurture.ai/nips-challenge
ICCV 2017
ICCV 2017 open access
http://openaccess.thecvf.com/ICCV2017.py
ICCV 2017 Workshops, Venice Italy
http://openaccess.thecvf.com/ICCV2017_workshops/menu.py
ICCV17 Tutorials
https://www.youtube.com/playlist?list=PL_bDvITUYucBGj2Hmv1e7CP9U82kHWVOT
Facebook at ICCV 2017
https://research.fb.com/facebook-at-iccv-2017/
ICCV 2017 Tutorial on GANs
- homepage: https://sites.google.com/view/iccv-2017-gans/schedule
- youtube: {https://www.youtube.com/playlist?list=PL_bDvITUYucDEzjMTgh1cgtTIODZe3prZ}(https://www.youtube.com/playlist?list=PL_bDvITUYucDEzjMTgh1cgtTIODZe3prZ)
ILSVRC 2017
Overview of ILSVRC 2017
http://image-net.org/challenges/talks_2017/ILSVRC2017_overview.pdf
ImageNet: Where are we going? And where have we been?
- intro: by Fei-Fei Li, Jia Deng
- slides: http://image-net.org/challenges/talks_2017/imagenet_ilsvrc2017_v1.0.pdf
Deep Learning and Reinforcement Learning Summer School 2017
- homepage: https://mila.umontreal.ca/en/cours/deep-learning-summer-school-2017/
- slides: https://mila.umontreal.ca/en/cours/deep-learning-summer-school-2017/slides/
- mirror: https://pan.baidu.com/s/1eSvijvW#list/path=%2F
ICLR 2017
ICLR 2017 Videos
https://www.facebook.com/pg/iclr.cc/videos/
CVPR 2017
CVPR 2017 open access
http://openaccess.thecvf.com/CVPR2017.py
CVPR 2017 Workshops, Honolulu Hawaii
http://openaccess.thecvf.com/CVPR2017_workshops/menu.py
CVPR 2017 Tutorial
CVPR’17 Tutorial: Deep Learning for Objects and Scenes
http://deeplearning.csail.mit.edu/
Lecture 1: Learning Deep Representations for Visual Recognition
- intro: by Kaiming He
- slides: http://deeplearning.csail.mit.edu/cvpr2017_tutorial_kaiminghe.pdf
- youtube: https://www.youtube.com/watch?v=jHv37mKAhV4
Lecture 2: Deep Learning for Instance-level Object Understanding
- intro: by Ross Girshick
- slides: http://deeplearning.csail.mit.edu/instance_ross.pdf
- youtube: https://www.youtube.com/watch?v=jHv37mKAhV4&feature=youtu.be&t=2349
NIPS 2016
NIPS 2016 Schedule
https://nips.cc/Conferences/2016/Schedule
DeepMind Papers @ NIPS (Part 1)
https://deepmind.com/blog/deepmind-papers-nips-part-1/
DeepMind Papers @ NIPS (Part 2)
https://deepmind.com/blog/deepmind-papers-nips-part-2/
DeepMind Papers @ NIPS (Part 3)
https://deepmind.com/blog/deepmind-papers-nips-part-3/
NIPS 2016 Review, Days 0 & 1
https://gab41.lab41.org/nips-2016-review-day-1-6e504bcf1451#.ldaft47ea
NIPS 2016 Review, Day 2
https://gab41.lab41.org/nips-2016-review-day-2-daff1088135e#.o9r8li43x
NIPS 2016 — Day 1 Highlights
https://blog.insightdatascience.com/nips-2016-day-1-6ae1207cab82#.c248ycixg
NIPS 2016 — Day 2 Highlights: Platform wars, RL and RNNs
50 things I learned at NIPS 2016
https://blog.ought.com/nips-2016-875bb8fadb8c#.f1a1161hq
NIPS 2016 Highlights
- slides: http://www.slideshare.net/SebastianRuder/nips-2016-highlights-sebastian-ruder
- mirror: https://pan.baidu.com/s/1kUKnCJ9
Brad Neuberg’s NIPS 2016 Notes
All Code Implementations for NIPS 2016 papers
Heuritech Deep Learning Meetup
Heuritech Deep Learning Meetup #7: more than 100 attendees for convolutionnal neural networks
ECCV 2016
ECCV Brings Together the Brightest Minds in Computer Vision
https://research.facebook.com/blog/eccv-brings-together-the-brightest-minds-in-computer-vision/
ECCV in a theatrical setting
2nd ImageNet + COCO Joint Workshop
2nd ImageNet and COCO Visual Recognition Challenges Joint Workshop
http://image-net.org/challenges/ilsvrc+coco2016
DLSS 2016
Montréal Deep Learning Summer School 2016
- video lectures: http://videolectures.net/deeplearning2016_montreal/
- material: https://github.com/mila-udem/summerschool2016
- slides: https://sites.google.com/site/deeplearningsummerschool2016/speakers
- mirror: http://pan.baidu.com/s/1kUWrWI7
Highlights from the Deep Learning Summer School (Part 1)
https://vkrakovna.wordpress.com/2016/08/25/highlights-from-the-deep-learning-summer-school-part-1/
What I learned from Deep Learning Summer School 2016
https://www.linkedin.com/pulse/what-i-learned-from-deep-learning-summer-school-2016-hamid-palangi
ICML 2016
10 Papers from ICML and CVPR
https://leotam.github.io/general/2016/07/12/ICMLcVPR.html
ICML 2016 was awesome
Highlights from ICML 2016
http://www.lunametrics.com/blog/2016/07/05/highlights-icml-2016/
ICML 2016 tutorials
http://icml.cc/2016/?page_id=97
Deep Learning, Tools and Methods workshop
- intro: 3 hour tutorials on Torch, Tensorflow and Talks by Yoshua Bengio, NVIDIA, AMD
- homepage: https://portal.klewel.com/watch/webcast/deep-learning-tools-and-methods-workshop/
- slides: http://www.idiap.ch/workshop/dltm/
- Torch tutorials: https://github.com/szagoruyko/idiap-tutorials
ICML 2016 Conference and Workshops
- intro: talks, orals, tutorials
- homepage: http://techtalks.tv/icml/2016/
ICLR 2016
Deep Learning Trends @ ICLR 2016
http://www.computervisionblog.com/2016/06/deep-learning-trends-iclr-2016.html
WACV 2016: IEEE Winter Conference on Applications of Computer Vision
- homepage: http://www.wacv16.org/
- youtube: https://www.youtube.com/channel/UCdV5ooxkvhbpmv0_3MzIo9g/videos
ICLR 2016 Takeaways: Adversarial Models & Optimization
https://indico.io/blog/iclr-2016-takeaways/
tensor talk - Latest AI Code: conference-iclr-2016
https://tensortalk.com/?cat=conference-iclr-2016
CVPR 2016
CVPR 2016
- homepage: http://cvpr2016.thecvf.com/program/main_conference
- Object Recognition and Detection: http://cvpr2016.thecvf.com/program/main_conference#O1-2A
- Object Detection 1: http://cvpr2016.thecvf.com/program/main_conference#S1-2A
- Object Detection 2: http://cvpr2016.thecvf.com/program/main_conference#S2-2A
Workshop @ CVPR16: Deep Vision Workshop
Five Things I Learned at CVPR 2016
- day 1: https://gab41.lab41.org/all-your-questions-answered-cvpr-day-1-40f488103076#.ejrgol28h
- day 2: https://gab41.lab41.org/the-sounds-of-cvpr-day-2-f33a3625cbf3#.nifea1blu
- day 3: https://gab41.lab41.org/animated-gifs-and-video-clips-cvpr-day-3-96fdcfc36e2c#.x9wd86lym
- day 4: https://gab41.lab41.org/caption-this-cvpr-day-4-8fe94d7aeb71#.rhzd3zg5j
- day 5: https://gab41.lab41.org/five-things-i-learned-at-cvpr-2016-5e857c017f7b#.umag6vs3v
VALSE 2016
VALSE 2016
http://mclab.eic.hust.edu.cn/valse2016/program.html
Science: Table of Contents: Artificial Intelligence
http://science.sciencemag.org/content/349/6245.toc
Deep Learning and the Future of AI
- author: by Prof. Yann LeCun (Director of AI Research at Facebook & Professor at NYU)
- homapage: http://indico.cern.ch/event/510372/
- slides: http://indico.cern.ch/event/510372/attachments/1245509/1840815/lecun-20160324-cern.pdf
ICML 2015
Video Recordings of the ICML’15 Deep Learning Workshop
- homepage: http://dpkingma.com/?page_id=483
- youtube: https://www.youtube.com/playlist?list=PLdH9u0f1XKW8cUM3vIVjnpBfk_FKzviCu
ICCV 2015
International Conference on Computer Vision (ICCV) 2015, Santiago
http://videolectures.net/iccv2015_santiago/
ICCV 2015 Tutorial on Tools for Efficient Object Detection
http://mp7.watson.ibm.com/ICCV2015/ObjectDetectionICCV2015.html
ICCV 2015 Tutorials
http://pamitc.org/iccv15/tutorials.php
ICCV 2015 Tutorial on Tools for Efficient Object Detection
http://mp7.watson.ibm.com/ICCV2015/ObjectDetectionICCV2015.html
ImageNet + COCO Joint Workshop
ImageNet and MS COCO Visual Recognition Challenges Joint Workshop
http://image-net.org/challenges/ilsvrc+mscoco2015
OpenAI: Some thoughts, mostly questions
https://medium.com/@kleinsound/openai-some-thoughts-mostly-questions-30fb63d53ef0#.32u1yt6oy
OpenAI — quick thoughts
http://wp.goertzel.org/openai-quick-thoughts/
NIPS 2015
NIPS 2015 workshop on non-convex optimization
http://www.offconvex.org/2016/01/25/non-convex-workshop/
10 Deep Learning Trends at NIPS 2015
http://codinginparadise.org/ebooks/html/blog/ten_deep_learning_trends_at_nips_2015.html
NIPS 2015 – Deep RL Workshop
https://gridworld.wordpress.com/2015/12/13/nips-2015-deep-rl-workshop/
My takeaways from NIPS 2015
On the spirit of NIPS 2015 and OpenAI
NIPS 2015
- Part 1: https://memming.wordpress.com/2015/12/07/nips-2015-part-1/
- Part 2: https://memming.wordpress.com/2015/12/09/nips-2015-part-2/
Deep Learning - NIPS’2015 Tutorial (By Geoff Hinton, Yoshua Bengio & Yann LeCun)
NIPS 2015 Posner Lecture – Zoubin Ghahramani: Probabilistic Machine Learning
https://gridworld.wordpress.com/2015/12/08/nips-2015-posner-lecture-zoubin-ghahramani/
NIPS 2015 Deep Learning Tutorial Notes
http://jatwood.org/blog/nips-deep-learning-tutorial.html
DLSS 2015
26 Things I Learned in the Deep Learning Summer School
http://www.marekrei.com/blog/26-things-i-learned-in-the-deep-learning-summer-school/
http://www.csdn.net/article/2015-09-16/2825716
Deep Learning Summer School 2015
- homepage: https://sites.google.com/site/deeplearningsummerschool/schedule
- slides: http://docs.huihoo.com/deep-learning/deeplearningsummerschool/2015/
- github: https://github.com/mila-udem/summerschool2015
ICLR 2015
Conference Schedule
CVPR 2014
TUTORIAL ON DEEP LEARNING FOR VISION
Courses
CS 007: PERSONAL FINANCE FOR ENGINEERS
- intro: Stanford University 2017-8
- homepage: https://cs007.blog/
C++ Programming Solutions
Reference a nonstatic MFC class member in a static thread function
Add Lunr Search Plugin For Blog
I decided to add a full-text search plugin to my blog: