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Struggling to reproduce paper results before improving them — stuck below report

BACKGROUND
2 SIGNALSFIRST DETECTED 5 May 2026
Narrative synthesis pending — 2 signals collected.
How the story developed
15 Sept
Other feeds and industry voices
15 Apr
Failure to Reproduce Modern Paper Claims [D]

<!-- SC_OFF --><div class="md"><p>I have tried to reproduce paper claims that are feasible for me to check. This year, out of 7 checked claims, 4 were irreproducible, with 2

OPINION · WHAT · MachineLearningOPEN STORY
7 May
PyTorch reproduction of TensorFlow paper underperforms by 4 pp on DermaMNIST , what cross-framework issues should I check? [R]

<!-- SC_OFF --><div class="md"><p>I'm reproducing a published paper's hybrid Gabor + CNN architecture in PyTorch. The original implementation is in TensorFlow. My reproduction

OPINION · WHAT · MachineLearningOPEN STORY
4 Oct
TMLR desk rejecting two years of work [D]

<!-- SC_OFF --><div class="md"><p>TMLR desk rejected two years of work/efforts. What could be the possible reason? No reason was given in the desk rejection. The work is related

OPINION · WHAT · MachineLearningOPEN STORY
29 Jul
Workshop paper accepted, reviewers asked new experiments [D]

<!-- SC_OFF --><div class="md"><p>Hi everyone, I submitted a paper to a workshop co-located with a top conference. The paper was accepted, but reviewers are requesting additional

OPINION · WHAT · MachineLearningOPEN STORY
10 Aug
How to file a complaint about a published CVPR paper? [R]

<!-- SC_OFF --><div class="md"><p>Hi, I would like to file a complaint about an accepted and published CVPR 2026 paper that its main contribution is a dataset but it was never

OPINION · WHO · MachineLearningOPEN STORY
25 Aug
Reviewing 4 papers for AAAI 2027 and none have code, Reject? [D]

<!-- SC_OFF --><div class="md"><p>I got my batch of four papers for AAAI 2027. All four papers make empirical claims, none include code, data, or anything I can actually check.

OPINION · WHO · MachineLearningOPEN STORY
15 May
Struggling with Overfitting on Medical Imaging Task [D]

<!-- SC_OFF --><div class="md"><p>Hi everyone,</p> <p>I’m working on a 2-class classification problem (LCA vs. RCA coronary arteries) using 2D X-ray angiograms. I’m currently

OPINION · HOW · MachineLearningOPEN STORY
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