r/MachineLearning
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r/MachineLearning community 1mo ago
Will I be desk rejected for this[R]
so I submitted a paper to a conference, and literally went one line on a 2 column submission so literally half a line over the page limit. im really paranoid that this will be a desk rejection.. has anyone ever had this happen before? will it be desk rejected?   submitted by…
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WACV supp. mat. video [R]
Hello, WACV conference submission deadline is by the end of this week, good luck everyone! Does anyone know what the expected format/duration of the video for the supp. mat. is? The guidelines only mention: The supplementary material can be either PDF or ZIP only (maximum…
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Found a potential mistake in an ICLR 2026 blogpost [D]
I think I found a mistake in an ICLR 2026 blog post. I created an issue and have been trying to contact the author and organizers, but I haven't received a response after several weeks. Could anyone please take a look and let me know your thoughts? (I'm just curious and would…
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Non-deterministic Vulnerability Detection Benchmark System [P]
I work in firmware adjacent to AI, so not an ML guy exactly, so that's why I've come here. For work we got a bit concerned about Mythos and all the hype made me explore some benchmarking work. I now have this pretty cool benchmark that's about 80% done sitting around and haven't…
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Syntactically robust NLI for semantics of imperfectly generated text? [R]
Hi all, I'm looking for literature on relatively specific tooling. In autoregressive LLMs, there is substantial published work that used NLI on sub-claims produced by LLMs to gauge correctness of LLM answers. In diffusion (or D-) LLMs, the SoTA model generations that I see…
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Recommendations for speech annotation tools [D]
I'm looking for human-in-the-loop platforms that allow you to automatically transcribe audio followed by manually fixing the transcriptions and fine tuning the model. Is there a local (not an online service) installable platform for doing this?   submitted by  …
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About ML research collab group post [D]
Hi, I'm thinking of building a small community of 10-15 people where we can help each other to learn something new. The primary focus will be on ML research and open-source projects. If you're interested, DM me. knowledge of machine learning is a plus, as want to keep this a…
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Some new updates to Papers with Code [P]
Hi folks, Niels here from the open-source team at Hugging Face. I continue working on a revival of paperswithcode.co as we're back to the "age of research" per Ilya Sutskever! Hence, it's important to discover each other's research and build on each other's work, so we can…
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[ECCV 2026] Paper Decision Appeals Discussion [D]
With the release of meta-reviews, ECCV sent out a google form for dissatisfied authors to submit an appeal for the following reasons: Policy errors, e.g., reviewers or Area Chairs applied a policy that does not exist, or reviewers or Area Chairs applied policies that are not…
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An Update on Matrix Recurrent Units, an Attention Alternative [R]
I recently revisited my matrix recurrent units algorithm (the MRU), a novel linear-time sequence architecture I created as an alternative to attention. I explain it in depth at the repo , but the gist is the MRU works by transforming the embedding into an input state matrix,…
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Data-centric debugging for teams training neural nets [P]
We just did a big revamp of WeightsLab and wanted to share it here. If you’ve ever spent hours debugging a training run only to discover it was a data problem all along, this is for you. WeightsLab lets you pause training mid-run, inspect your live loss signals, and catch…
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EMA on LoRA ? [R]
Hi guys Does anyone know of papers where EMA on LoRA adapters has been used successfully? Im interested in cases where the EMA adapter acts as a self-teacher generating soft labels for the trainable adapter. On-policy self-distillation [1] uses ema for the teacher. However, they…
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A slightly improved DVD-JEPA demo [P]
Hey! I came across this post , which I found quite neat as a minimal demonstration of JEPA. However, as the comments pointed out, there was some room for improvement. So I added a few things such as environment noise and a fair* comparison to a pixel-space baseline. I think the…
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I released a softmax-free attention model at GPT-2 Medium scale (~354M params, 11.5B tokens): structural sparsity + tile-skipping kernels for long-context VRAM savings. Open weights + custom Triton kernels [R]
  submitted by   /u/NonGameCatharsis [link]   [comments]
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Looking for an ML/data collaborator — open to any project idea [p]
I want to team up on a ML project, no fixed idea yet. Open to whatever's interesting: NLP, CV, time series, whatever you're into. Looking for: anyone with an idea (Or without, we can think about something togther) + ML engineer to build it with Goal: my goal is to strengthen my…
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TSAuditor: A time-series auditing framework [P]
This happened a few months ago when I was working on an analysis project that dealt with time-series data. The dataset was large (10 years of data). I was using a standard profiling tool to check the pipeline. Everything looked fine because the tool reported 3% missing data rate…
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Would you let an ML PhD student graduate without a top-tier paper? [D]
Suppose you’re a PhD advisor in machine learning. Your student has been in the program for 4 years, has done solid work, and has a coherent thesis direction but they haven’t published in an A*ML venue or top journal. No NeurIPS/ICML/ICLR/CVPR/etc., and no equivalent top venue in…
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DVD-JEPA: an open-source, fully-reproducible JEPA world model [P]
A paper currently trending on paperswithcode.co in the "Anomaly Detection" category is DVD-JEPA . https://i.redd.it/r6fd8n3d4f8h1.gif Here is the short summary: Most attempts to learn a world model from video try to predict the next frame pixel-by-pixel, and drown in detail that…
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Time Series Modeling Needs a Dynamical Systems Perspective [R]
In our #ICML2026 position paper we argue a dynamical systems perspective is needed to drive time series (TS) modeling forward: https://arxiv.org/abs/2602.16864 Essentially all time series in nature and engineering come from some underlying dynamical system (DS), mostly chaotic…
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Built a Global AQ (PM2.5) Forecaster ML Model [P]
Hey everyone, I’ve been building an end-to-end Air Quality (PM2.5) forecasting pipeline for 4 countries (US, UK, India, Australia) using 1.6M+ rows of OpenAQ and NASA weather data. The problem i hit (the variance trap): My V7 model was a standard stateless Gradient Boosting…
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Best library for releasing my research optimization algorithm? [D]
Hi All! I have developed a research optimizer (QQN Quadratic Quasi-Newton) and published a paper on it where I am able to, but I would really like to make the algorithm itself easily available to the community for evaluation. I have a Rust, Java, and Javascript implementations,…
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Neuron Populations Exhibit Divergent Selectivity with Scale [R]
Hi! We just released a paper where we study “Rosetta Neurons”: universal neurons across different neural networks, and their relationship to scaling laws, specialization, and monosemanticity. Would love to kick off a discussion and get the community's thoughts. Main Findings: We…
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Latent space interpretation [R]
Hi all, I have trained a convolutional autoencoder on a set of medical images. Further classified latent feature maps using random forest to find the top scoring feature map. Now my goal is to understand which input image is captured in top scoring latent feature map. Any…
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Is ACL now irrelevant? [D]
I just read in a comment of another Post that an ACL paper is considered a weak signal in the community apparently, and having an ACL first author paper is not a great plus for improving chances at finding a PhD position. Is this some kind of ragebait or is academia becoming…
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Any idea if AAAI will be harsh on computer vision paper as last year? [R]
Hello everyone, I have a computer vision paper ready for submission, a coauthor have suggested submitting it to AAAI. However last year computer vision papers have gotten a very small acceptance rate at AAAI, with reviewers receiving emails to specifically tell them that the…
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How hard is it to break into ML work without a Master's degree? [D]
I'm currently a software engineer (mostly mobile/iOS development) and have recently started learning machine learning because I genuinely find it interesting, especially the math behind it. I have a fairly strong math background and am comfortable with calculus, probability, and…
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Multivariate Probability Models in Machine Learning [D]
Hello Folks, we start our discussion on Lecture 10 of Probabilistic Machine Learning, now starting with Probability Multivariate Models. Univariate models are toy cases, in real life, ML models are multivariate. To understand dependence of more than one variables on each other…
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Should I accept job offer or do my master's? [D]
I graduated with my bachelor's in a top 3 CS program and have had a rough recruiting season. I received a full time offer as AI Product Engineer at a tax software company, where they are trying to become more AI native. It's essentially a PM + AI engineering role. Long term I'd…
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How do you analyze the relative "strength" of probes? [R]
This question is related to topics like language+ models (including multimodal) and things like "circuit" analyses. I think something related might come up in my work (factuality guarantees for model outputs) and I'm trying to orient to the SoTA. I found this old post on trying…
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No CVPRW report [D]
I participated in Denoising Challenge (gaussian noise level 50), managed to get a decent rank and was looking forward to cite the report in my CV etc, but it seems like the organiser is not planning to release the report, cant see any entry on open access NTIRE page, is the…
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