r/MachineLearning
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r/MachineLearning community 5d ago
Should I optimize for ML conference publications? [D]
Hi!I am a fourth year PhD student in USA and have not had much luck with top ML conference publications. In the last two years of my PhD, I am wondering if I should optimize for ML publications at top venues or pivot into engineering or something else. Any…
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The Alchemy of Semi-Supervision [R]
Hey r/MachineLearning , I wrote this blog post on semi-supervised learning. Blog post: https://stefankeselj.com/entries/semi_supervision . https://preview.redd.it/2fh9jw7ahbuh1.png?width=1502&format=png&auto=webp&s=529115c47d0029c69e84803ec93ae81949f92bbf I think it's a useful…
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Moonworks Lunara: Modeling Artistic Intelligence [R]
Lunara introduces a novel Diffusion Mixture Transformer architecture with fewer than 10B active parameters for modeling artistic intelligence in image generation. Its CAT training algorithm iteratively updates the training distribution through targeted sample acquisition, image…
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Whatever happened to BABA is AI from 2024? [D]
We test three state-of-the-art multi-modal large language models (GPT-4o, Gemini-1.5-Pro, Gemini-1.5-Flash) and find that they fail dramatically when generalization requires that the rules of the game must be manipulated and combined. This is the slap to the face in bold. The…
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KDD 2027 rebuttal experiences? [D]
For those who have gone through the KDD review process, how did it go? Did you submit a rebuttal or decide to withdraw? Did reviewers respond or change their scores afterward? Curious to hear whether rebuttals actually made a difference, especially for papers with initially low…
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Best practices when running a benchmark on online models [D]
I'm developing a benchmark for a low resource language and I don't want it to be leaked and used for training when it is being used to get predictions. For locally run models it shouldn't be a problem, but for models that are only accessible via API, it is. Is there an…
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Nvidia’s erroneous paper accepted as ICML’s spotlight [D]
Here is the story: Nvidia has published this work (with source code available) called dreamDojo which is a world model for robotics based of their prior work Cosmos 2.5 which is cited about 100 times and got ICML’s spotlight. Authors are very well known and respected in the…
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Neurips camera ready Submission option [D]
Neurips says that camera ready has to be submitted by editing original submission on open review. But no such edit option is visible to me. Is it same for other authors??   submitted by   /u/darkbird_1 [link]   [comments]
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NeurIPS 26 Event Metadata Deadline [D]
Hi All, Does anyone know when is the deadline to fill in event metadata? (the screenshot below) Is it the same time as camera-ready? Or there is a deadline for it? And is everyone's topic None? The main area of my paper during submission was AI4SocialScience (Economics and…
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Saw this on Rednote, WTF [D]
https://preview.redd.it/t7wxguxqvzth1.png?width=1314&format=png&auto=webp&s=0ba382fb88894c6e687d5bb9a4b14a85334eae67 Guess we have a dataset for sycophancy and AI content detection   submitted by   /u/Striking-Warning9533 [link]   [comments]
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NeurIPS workshop registration for registered author [D]
For NeurIPS, I already registered a few months ago (for Atlanta) when there were news that Sydney is sold out. However, I forgot to register for the workshop. Now, when I go to register just for the workshop, it just says that "This session is sold out to the general public.…
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ML PHD without A* Publications [D]
I know top ML PhD admissions are insanely competitive, so I’m trying to figure out if it’s even worth applying or if I should just focus seriously on jobs instead. For context, I’m doing my MS at a top-15 US university and have been doing ML research for a while. I’m first…
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AFP-GIC: Controllable Generative Image Compression [R]
Hi ML Community, I am excited to share our latest framework, AFP-GIC, officially published in IEEE Access (2026). We have released the deployment codebase and hosted an interactive visual playground. GitHub Repository: https://github.com/yifeipet/AFP_GIC Hugging Face Interactive…
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Researching from scratch! [R]
Hey everyone! I am trying to go really deep into Machine Learning and Artificial Intelligence. Not just learning how to use the latest models and frameworks, but understanding how we reached here from the ground up. So I am thinking to start a series where I go all the way back…
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A chunking lib in Rust that is ~20x faster [P]
Hey, I wanted a faster chunking library for my system without affecting the overall accuracy. Did not find many options. So I've build https://github.com/d1pankarmedhi/chunkr It has most of the chunking strategies like Character, Recursive, Markdown header, Late chunking,…
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Language barrier, shadier terms and jargon fog [D]
Hey all, I don't know if you guys are experiencing the same thing, but there is this behaviour that i have been noticing on the latest models on openAI (since sol 5.6) and Anthropic since Fable 5.1 and opus 5.5 .. Basically the models use more "complexe" terms and words, not…
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I have trained a model to predict my blood sugar (Part 2) [P]
This is related to my previous post where I shared an encoder-only transformer model trained on ohiot1dm + shanghait1dm + azt1d datasets. This time I trained the model on the outputs of my T1DM patient simulator and then measured its zero-shot performance on my real-world blood…
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ASRN Adaptive Sparse Recurrence Network [N]
A copy layer for language models that finds earlier occurrences of the current context with learned hash tables and copies what came next — with memory linear in sequence length.   submitted by   /u/Mean-Disaster8380 [link]   [comments]
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the official ICLR template .bib has had Bengio listed twice since 2019 [D]
i work on reference checking stuff so i was reading through the ICLR 2027 author guidelines and style files this week the sample .bib that ships with the template has the Deep Learning book as "Goodfellow, Bengio, Courville, Bengio" plus a volume 1 that doesn't exist checked…
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Top ARC-ΑGI-3 scores on Kaggle just went from 7% to 56% [N]
https://preview.redd.it/gkjgii48gfth1.png?width=575&format=png&auto=webp&s=4e1c35bdacf41d18a6409baedcddc9432ec79814 This happened over the past 30 days. So smallish local models (Kagglers can only use those), in a harness, just started beating average humans at a benchmark…
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