Jia-Bin Huang Profile picture
Apr 6, 2021 19 tweets 11 min read Read on X
Sharing ideas on how to disseminate your research.

"I am THRILLED to share that our paper is accepted to ..."

Congrats! So what's next? No one is going to browse through the list of thousands of accepted papers. Ain't nobody got time for that.

Check out 🧵below for examples.
*Website*

Use memorable domain names for your project website so that people can easily find/share the link. No university account? That's okay. Register a new name for GitHub pages.

Examples:
oops.cs.columbia.edu
crowdsampling.io
robust-cvd.github.io
*Acronym*

Make it easy for people to remember and refer to your work. As David Patterson said, the vowel is important.

For example, NeRF sounds waaaaaay cooler than NRF..
*Result video*

Make a simple video showing the killer results from your work! Based on my back-of-the-envelope calculation, I would have to present this ECCV paper in the zoom poster session for 18 years straight to reach the same level of visibility.

*Paper video*

Having a short video introducing the essence of the paper is arguably THE BEST.

Examples I like

(@jon_barron)
(@AbeDavis)
(@JPKopf)
*Downloadable results*

Do not put your result videos on YouTube and then embed them on your website. Make it super easy for people to download (and share) your results. Help people help share your work.

No image/video size limits so share the highest quality possible.
*Additional results*

Very often you need to work hard constructing the baseline results across multiple datasets. Make them available so that people can easily follow up. For example, many citations of this work are not for specific technical contributions.
*Supplementary website*

Organize all the results across multiple datasets, methods, and ablation on a webpage. This allows EVERYONE (including myself) to interactively explore the results.

Example:
alex04072000.github.io/ObstructionRem…
*GitHub*

Don't simply dump unorganized research code to GitHub. Write clear instructions and simplify the steps required to get the code running.

Examples I like:
- github.com/junyanz/pytorc… (@junyanz89)
- github.com/NVlabs/stylega…
*Colab*

Not everyone has the knowledge/resources to set up the environment required for your code on GitHub. Preparing a colab notebook demo (or other platforms) allows everyone to play around with your method.
*arXiv*

Host all your papers on arXiv. It's very frustrating to papers behind the paywall. Posting your paper at a specific time further increases the visibility/readership/impact of your work.

*Teaser image/video*

On your publication page, show teaser images/videos so that people can quickly browse through all your work. Work hard to optimize the quality of your teaser! Trust me, it's definitely worth your time.

filebox.ece.vt.edu/~jbhuang/#pubs
*Engagement*

When sharing on social media or other sites (e.g., Twitter, YouTube, HackerNews, Reddit...), engage with people who comment on your work even tho sometimes you may encounter comments with bad intentions. Over time, they will be your best allies.
* Hyperlinks*

Make sure every page has hyperlinks to every other pages. For examples, add links to authors’ pages, related projects, GitHub/Colab, datasets, YouTube videos additional results. Make it easy to navigate the contents via multiple paths.
*BibTeX*

Everyone knows that bibtex from google scholar is erroneous. Do your readers a favor and help people cite your paper correctly.
*Paper title*

A title should capture what is SPECIAL about the paper. Check out the talk by Jitendra Malik about the paper title.

BTW, the entire workshop is awesome. Check them out!
cc.gatech.edu/~parikh/citize…
*Music*

Whaaaaat?! How is music related to my research? YES, it helps make your video more engaging and fun to watch. If possible, match the transitions with music beats.

Examples I like:




(@holynski_)
*Website template*

Don't know how to write HTML responsive web design? A good template is your friend!

Examples I like:
nerfies.github.io
richzhang.github.io/colorization/
alex04072000.github.io/ObstructionRem…
*Links to concurrent work*

Provide readers a complete landscape of concurrent work.

"Credits are not like money. Giving credit to others does not diminish the credit you get from your paper." - Simon Peyton Jones

Examples:
phog.github.io/snerg/
alexyu.net/plenoctrees/

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More from @jbhuang0604

Oct 26, 2023
How to get unstuck?

"It doesn't work." 🤷‍♀️🤷‍♂️

In most research projects, ~99% of the time your experiments DO NOT work. What should we do to get ourselves unstuck? 🤔

Sharing some tips I found useful. 🧵
*Help your mentors help you*

Tell them:
1⃣ WHY did you do the experiments?
2⃣ HOW did you do the experiments?
3⃣ WHAT did you see from the results?

Your mentors have more experience than you and are willing to help.

But you have to help them help you.
*Make your experiments easy to understand*

If you only verbally describe why/how/what you did, it's difficult for others to fully understand the process.

👉 Visualize your workflow
👉 Document the details

Your mentors are more likely to catch some issues here and there.
Read 11 tweets
Jun 5, 2023
How to draw an overview figure?

Creating a clear and informative overview figure is crucial for visualizing HOW your method works.

But how? 🤔 Let's deep dive with 🐢 Image
*Choose the right level of abstraction*

Simplifying complex procedures helps improve clarity.

Ask yourself what the key message you want to convey. Don't overwhelm your readers with unnecessary details. Image
*Think in terms of computational graph*

Most methods process some INPUT with some COMPUTATION to produce some OUTPUT.

Visualize the flow with a "computational graph".

• Nodes: Computation
• Arrows: Dependency Image
Read 14 tweets
May 30, 2023
How to write a rebuttal for a conference?

Writing an effective rebuttal helps answer questions, address reviewers' concerns, clarify misunderstandings, and help the AC make an informed decision.

But it takes work to write a good one. 😟

Sharing some tips I found useful. 🧵
*Start positive*

Start with summarizing all the strengths noted by the reviewers and adding quotes to provide evidence.

Remind the reviewers and AC of
"Why should this paper be accepted?"
*Neutralize negative comments*

AC and other reviewers may only see all the NEGATIVE comments you responded to.

Neutralize them.

limited novelty 👉 technical novelty
insufficient experiments 👉 experimental validation
missing baseline 👉 baseline comparison Image
Read 9 tweets
May 3, 2023
How to meet with your advisors/mentors?

If you are a grad student, having effective regular meetings with advisors or mentors is absolutely crucial for your success!

Here are some tips on how to make the most of it! 🧵 Image
*Present results*

❌ Collect and present the results you got in the last week? Terrible idea! 😱

Your advisor sees your results for the first time in the meeting? It means they don't have time to understand and think about them.

✅ Share and discuss results async FREQUENTLY.
*Make an agenda*

❌ Dive into technical details too quickly.

✅ Make an agenda. Manage the meeting to ensure you cover all the topics you want to discuss.
Read 8 tweets
Apr 15, 2023
How to do experiments?

Junior students often feel stressed before the weekly meeting with their advisors because their experiments do not go well. 😩😰😱

Some tips on why, what, and how to do experiments. 🧵 Image
*Why? 🤔*

❌ Do an experiment to get improved performance.
✅ Do an experiment to test a hypothesis.

Many students trying to show improved results with experiments are missing the point.

Your goal of experiments should be to validate/test your research questions.
*What? 🤔*

What experiments should we do?

This involves three main steps:
1⃣ identify key research questions
2⃣break them down into baby steps
3⃣design experiments that best answer those questions
Read 11 tweets
Apr 5, 2023
How to multitask?

Feeling overwhelmed with multiple tasks on your to-do list? 😩

How do we effectively manage and juggle between tasks? 🤹 🤹‍♂️ 🤹‍♀️ Some tips below.👇 Image
*Calm down*

Don't panic! With good prioritization and strategy, I am sure you will nail this!
*Prioritization*

Multitasking is just an illusion of rapid context switches.

To do well, identify each task's importance and urgency and develop a strategy.
Read 10 tweets

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