Last updated: May 16, 2024

Inspired by Vitaly Kurin, I’m sharing the resources I find useful for my research. Do you also find them useful? Is there anything else you think I should read? Please let me know, let’s struggle grow together in our journey!

Legend

• [B] Blogpost
• [K] Book
• [D] Document
• [P] Paper
• [S] Slides

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General

• [B] A Survival Guide to a PhD, Andrej Karpathy (2016)
• [B] Principles of effective research, Michael Nielsen (2004)
• [K] The DPhil Grind, Vitaly Kurin (Last update, 2023)
• [B] Build what you need and use what you build, Michael Black (2024)
• [B] Documenting your PhD, David Stutz (2024)
• [B] Thoughts on Academia and Industry in ML Research, David Stutz (2024)

Writing

• [P] Writing a scientific article: A step-by-step guide for beginners, Ecarnot, F., et al., European Geriatric Medicine (2015)
• [S] How to write a good CVPR submission, Bill Freeman (2014)
• [B] Tips for Writing Technical Papers, Jennifer Widom (2006)
• [B] How we write rebuttals, Devi Parikh (2020)

Reviewing

• [D] How to Write a Review for a Scientific or Mathematical Paper, Matthew Roughan (2019)
• [S] How to be a good reviewer?, CVPR Tutorial (2022)

Visualizing

• [P] The misuse of colour in science communication, Crameri, F., et al., Nature Communications (2020)
• [B] Optimal qualitative colour palettes, Anton Tsitsulin (2019)