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Failure to Reproduce Modern Paper Claims [D]

BACKGROUND
1 SIGNALFIRST DETECTED 15 April 2026
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How the story developed
15 Apr
Failure to Reproduce Modern Paper Claims [D]
OPINION · WHAT · MachineLearning
7.6
Other feeds and industry voices
5 May
Struggling to reproduce paper results before improving them — stuck below reported accuracy [R]

<!-- SC_OFF --><div class="md"><p>I’m a PhD student working in AI/computer vision, and I’ve hit a frustrating wall with a project.</p> <p>My supervisor asked me to improve the

OPINION · WHAT · MachineLearningOPEN STORY
3 Aug
It's time to desk reject papers that don't include code that can reproduce the results [D]

<!-- SC_OFF --><div class="md"><p>As review season for NeurIPS wraps up, I have now reviewed for 3 major conferences this year. And I'm noticing a worrying trend:</p> <p>Out of

OPINION · HOW · MachineLearningOPEN STORY
12 Oct
Got desk rejected at TMLR with no idea why [D]

<!-- SC_OFF --><div class="md"><p>My paper cited and even built up on a niche topic that was accepted in 2024. The template and everything was also followed properly. Sure, it

OPINION · HOW · MachineLearningOPEN STORY
3 May
Are modern ML PhDs becoming too incremental, or is this just what research looks like now? [D]

<!-- SC_OFF --><div class="md"><p>I’ve been thinking about the current state of machine learning PhDs, including my own work, and I’d like to hear how others see it.<br /> My

OPINION · HOW · MachineLearningOPEN STORY
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