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Writing Conference Papers (NeurIPS, ICML, CVPR, ACL)

A 3-hour intensive on writing and submitting a paper to a top CS/AI conference — NeurIPS, ICML, CVPR, ACL and similar venues — covering the submission format, experiments reviewers expect, the rebuttal process, and camera-ready preparation.

Duration
3 Hours
Format
Online Workshop
Modules
9

Curriculum

9 modules, one session

3 Hours of live teaching, in the order you'll use it on a real project.

  1. 01

    How Conference Review Works

    Area chairs, reviewer pools, scoring rubrics, and how NeurIPS/ICML/CVPR/ACL decisions actually get made.

  2. 02

    Picking the Right Venue & Deadline

    Matching your work to a venue's scope, planning backward from the deadline, and understanding dual/triple submission rules.

  3. 03

    Structuring an 8-Page Paper

    Fitting a full contribution into a strict page limit: what goes in the main paper versus the appendix.

  4. 04

    Experiments Reviewers Expect

    Strong baselines, ablations, compute and data statements, and reproducibility checklists top venues now require.

  5. 05

    Figures & Results Under Page Limits

    Dense, readable figures and tables that carry your results without padding the page count.

  6. 06

    Anonymity & Ethics Statements

    Double-blind submission hygiene, broader-impact and ethics statements, and common desk-reject mistakes.

  7. 07

    The Rebuttal

    Writing a focused, evidence-backed rebuttal on OpenReview or CMT within a tight word limit and review window.

  8. 08

    Camera-Ready & Presentation

    Final formatting, licensing and supplementary material, and preparing a poster or talk.

  9. 09

    Bouncing a Rejection Forward

    Turning reviewer feedback into a stronger resubmission at the next venue instead of starting over.

Outcomes

What you'll leave with

01

Paper Skeleton

An 8-page structure built around your experiments and contribution.

02

Reviewer Checklist

A self-audit against the venue's reproducibility and ethics checklist.

03

Rebuttal Template

A structured rebuttal template ready for your review period.

04

Venue Shortlist

Target conferences and deadlines matched to your work.

Tools & frameworks you'll use

  • LaTeX
  • Overleaf
  • CVPR / NeurIPS Templates
  • BibTeX
  • GitHub
  • OpenReview
  • Rebuttal Kit
  • Claude Code
  • Matplotlib
  • Semantic Scholar

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Ready to submit to a top venue?

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  • Full refund if you cancel before the start date
  • Small cohort — 15 to 25 people

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