Reddit - r/ML

TMLR desk rejecting two years of work [D]

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 to continual motion generation.

Jev: Not Frontier, But Still Worth Your Attention [R]

"TypeSafe AI sells Jev as a frontier-class reasoner that cannot hallucinate, built by the co-inventor of ChatGPT - fast, and almost free. We ran it live on 16,379 benchmark requests, measured its latency and billing, and probed what it is underneath.

"Accepted papers must be imported" deadline NeurIPS 2026 [D]

On the NeurIPS 2026 Dates site it says that there is 1 day remaining for the "Accepted papers must be imported" deadline. This is my first research paper ever and I couldn't find anything about how to do this on the internet. Could someone help me out on what to do?

The Principles of Diffusion Models by Lai et al.: thoughts on the monograph [D]

I recently finished The Principles of Diffusion Models, and honestly I think it’s exceptional.

ICLR 2027 Reviewing Scores [D]

I got my three papers to review, and it seems like they have changed the review score range again this year?

What’s next after Jev? Metacache: Reasoning by Construction [D]

Jev has made a profound mark on the AI industry; this article offers a glimpse into what lies ahead. Jev shows where the industry is heading: away from monolithic models, and toward compound systems where small AI agents each do a narrow job and an orchestration layer decides how they work…

NeurIPS Free Passes [D]

Over the last few years, a subset of NeurIPS area chairs received complimentary passes for their service. I’ll admit that I wasn’t super organized about registering on day one because I was semi-consciously hoping for a complimentary pass.

Would you keep a robot demonstration if hand tracking missed the moment the plug went in?

Suppose you’re recording a human plugging a cable into a socket to collect demonstrations for robot learning. The hand tracker captures the approach accurately. Then occlusion causes the hand estimates to disappear during insertion. Tracking returns after the connector is already seated.

Topological Out-of-Domain Generalization in Dynamical Systems Reconstruction [R]

In our #NeurIPS2026 paper “Topological Out-of-Domain Generalization in Dynamical Systems Reconstruction” (preprint: https://arxiv.org/abs/2606.22969) we try to address a fundamental issue in dynamical systems reconstruction (DSR) and time series forecasting (TSF): Many recent SOTA DSR & TSF models…

Adding memory to search instead of sampling in reward maximization tasks [R]

I am one of the authors of FLEET - an algorithm that enhances Best-of-N generation by attributing external rewards to particular tokens and then uses MCTS to adjust logits during the next run.

A video about Adversarial Objectives [P]

I made this video about adversarial objectives, which I used to do research on back in the day. I'm trying to explore how adversarial approaches transcend GANs and self-play into modern technology. https://youtu.be/W7CiAeQ0f5w?si=g0tLrQn2wuFzuN2M

Self-Promotion Thread

Please post your personal projects, startups, product placements, collaboration needs, blogs etc.

arXiv now limits submitters to up to two submissions per calendar month [N]

For academia/industry, do HuggingFace model downloads mean anything for academic job market? [D]

I am applying to academic jobs. We are told to include a section on "impact". I am wondering if the total number of HuggingFace downloads of custom models I have trained would be considered legit impact, or if people would think this was all bots.

What's up with AAAI round 2 reviews? [D]

WM PAI Workshop at NeurIPS — confused about the acceptance/rejection process [D]

I submitted a paper to the WM PAI workshop at NeurIPS and can now see the reviews and decision on OpenReview, but I didn't receive an official acceptance/rejection email.

Simple Questions Thread

Please post your questions here instead of creating a new thread. Encourage others who create new posts for questions to post here instead!

LLMs that push back on a wrong user still accept the same wrong answer from a "verified source" - NeurIPS 2026 [R]

I'm one of the authors. We kept seeing models that hold their ground when the user insists on a wrong answer, yet change their answer when the same claim is framed as coming from a "verified source".