r/MachineLearning
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r/MachineLearning community 1mo ago
Best place to rent an NVIDIA L40S GPU from India?[R]
Hey everyone, I’m looking to get access to an NVIDIA L40S GPU (48GB VRAM) for my research. I am open to either renting it hourly or buying it outright if the price is low enough. Since I am based in India: Low Price: Where can I find the most affordable rental rates or the…
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MIR with AudioMuse-AI-SAE [P]
Hi all, I recently read this paper: Julien Guinot, Alain Riou, Elio Quinton, Gyorgy Fazekas. Steering dense music retrieval with open-vocabulary concept discovery. https://arxiv.org/abs/2608.08757 There is multiple model where you can get embedding from Song and Text so that you…
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I regret reviewing for AAAI [D]
Why did I sign up to review when it’s not reciprocal? Am I an idiot? Am I dumb to sacrifice some of my precious time outside of work to review these papers when I don’t even have to? Yes. I tell myself I’m giving something to the community. But all I’m really doing is pissing…
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[D] Self-Promotion Thread
Please post your personal projects, startups, product placements, collaboration needs, blogs etc. Please mention the payment and pricing requirements for products and services. Please do not post link shorteners, link aggregator websites , or auto-subscribe links. -- Any abuse…
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YOLO26-RGB: repurposing YOLO26's depth-trained backbone for image deraining [P]
YOLO26 ships a depth-estimation model — dense, full-resolution, per-pixel regression, a task architecturally much closer to image restoration than to detection. I wanted to know whether the backbone+neck weights it learns through depth training transfer to a different…
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Latent Reasoning Landscape in 2026: Mapping BDH-CQ, HRM/TRM, Coconut [D]
After following various arXiv papers and researcher discussions on X/bluesky about latent reasoning and continual learning, one idea which resonates strongly is that path forward (towards AGI) may depend less on generating ever-longer chains of thought and more on finding…
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[D] 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! Thread will stay alive until next one so keep posting after the date in the title. Thanks to everyone for answering questions in the…
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Are HMMs still used for unsupervised tasks? [D]
I'm exploring Hidden Markov Models (HMMs) as a baseline method for "dataset exploration/discovery" where I have a bunch of unstructured data with no annotations, and wish to gain insights about the structure and semantics of the data within. I was wondering if there are more…
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ACML 2026 Journal Track Any update ?[D]
I have submitted a paper to acml 2026 journal track, the official date of release of review is 27 August, but I have not heard anything from them, if anyone received the review then let me know I will write to program chairs. Thanks   submitted by   /u/Jealous_Key_4030…
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Sliding-window attention beats linear on long-context reasoning [R]
Sliding Window Attention with sinks, one of the simplest existing fixes for the quadratic-cost problem in LLMs, holds up as well or better than the linear-attention variants labs have been spending post-training compute to produce. That is the claim of a [new arXiv preprint](…
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Cold emailing profs about PhD positions? Read this [D]
This is the time of year where the cold emails I receive about PhD positions tends to ramp up quite a bit. In many countries, this cold emailing is essentially part of the normal recruitment process, so there is nothing inherently wrong with doing this. However, there are a few…
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How to assess if there is a strong signal in your dirty data [Project]
I'm sharing this new tabular data diagnostic tool (Entropic Scree). It can be used to estimate these properties of your high-d, real-world, dirty dataset: The informational volume of the signal (i.e., helps you assess whether the signal is strong enough to survive the dataset's…
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[D] Monthly Who's Hiring and Who wants to be Hired?
For Job Postings please use this template Hiring: [Location], Salary:[], [Remote | Relocation], [Full Time | Contract | Part Time] and [Brief overview, what you're looking for] For Those looking for jobs please use this template Want to be Hired: [Location], Salary…
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Claude Code for Research Papers [R]
Third-year PhD student, NLP / interpretability. I want a reality check from people doing similar work. I started using Claude Code for the boring parts: argparse boilerplate, plotting, config wrangling. Over the last few months the scope has crept. It now writes most of my…
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NeurIPS accepted papers leaked? [D]
I found this GitHub link, and the HTML file contains ~7k papers. Some are anonymized, and the details seem pretty accurate. It looks like these might actually be the accepted papers. https://github.com/xll0328/NIPS26- Can someone confirm whether this list is legit? I’m hoping…
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[R] Autonomous Mathematical Discovery in an Open-World Multi-Agent Environment
Abstract: We study autonomous mathematical discovery in the Station, an open-world multi-agent environment in which AI agents from different model families pursue a shared research goal without a central coordinator or scripted pipeline. Agents choose their own research…
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Implementing Kimi K3 from scratch in PyTorch [P]
  submitted by   /u/Winter_Mistake_3185 [link]   [comments]
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*ACL Findings or TMLR? [D]
Expecting a rejection from NeurIPS given our scores of 5/2/2. Trying to decide between ARR vs. TMLR, but thinking NAACL findings are more likely than main conference. Would you rather have TMLR or *ACL findings on your publication list? Genuinely curious to hear what people have…
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Do you use a whiteboard when thinking? [D]
Hello all, here is a chill post. When I was an undergrad, I really liked working things out on a whiteboard. Drawing stuff, talking through ideas out loud, testing little hypotheses. Now I work in radar DSP, and a lot of my work is code, numerical experiments, deep learning and…
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Finished ML + DL — what should I do next? [D]
I’ve recently completed learning Machine Learning and Deep Learning, including the mathematics behind the major concepts and algorithms rather than just learning to use libraries. My long-term goal is to eventually become capable of doing research at the level of NeurIPS, ICML,…
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PhD Internship in smaller lab [D]
How much of a disadvantage is it if your only internship is not at one of the big frontier labs when it comes to post-phd opportunities in robotics/ML? My PhD is at a top university (UK) and my internship is interesting and relevant but the team itself is smaller and it's no…
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WTF is a World Model? [D]
I'm trying to understand what a world model is. I understand it has cognitive science and reinforcement learning. I understand at least at the moment what most people are building which they call world models are fancy video generation models. But what actually counts. Does a…
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Should we Teach LLMs Baby, Toddler, Child Talk [D][R][P]
I found an interesting problem recently with a prototype I am working on I will likely post more on in the future. Suffice to say the problem is using an LLM to simulate a child. The goal being to create a simulation tool that lets caregivers interact through specific scenarios…
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New to this field need some guidance with my project( marine reasoning) [D]
learnt about vector space , fields , and applications whatever i could then went on with learning python libraries like numpy , scikit learn , pandas , also had a bit of knowledge about tensorflow and how to use pytorch but now i stand so clueless when i try to apply my…
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Google CS PhD Fellowship 2026 [R]
Has anyone got the decision notification yet? Please mention decision (e.g., approved/rejected) and geographical area (e.g., North America) in your answer. I know the official notification date is 31 August, but putting this here before hand so folks can post updates asap when…
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Where to submit stat/prob ML [D]
I'm a researcher in statistical and probabilistic ML, I have a steady record of top ML publications and really used to enjoy going to conferences. Over the last few years LLM based works have completely taken over the top conferences. At this year's ICLR, walking among the rows…
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Best ML papers to pick up writing skills [D]
Which research papers (old or new) do you think a PhD student/early researcher must read to improve their writing skills? Do you have a personal favorite researcher whose papers tend to be well-written, in your opinion? Let's define a "well-written paper" as one that clearly…
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Can AI Improve Itself? RSI Might Be the Answer [R]
Can an AI make other AIs better? And what stops it from just cheating? Last month, an OpenAI eval agent escaped its sandbox and broke into Hugging Face, apparently to grab test solutions from a benchmark. It's exactly what you'd expect from a system that rewrites agents and…
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NeurIPS 2026 Acceptance Calculator [P]
I put together a small model to estimate NeurIPS acceptance based on scores and an assumed acceptance rate. Try it out here: https://levilingsch.github.io/neurips-acceptance-estimator/   submitted by   /u/levydawg [link]   [comments]
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ECCV 2026- MALMO LUND TRAVEL PASS NOT AVAILABLE? [N]
Hey guys, sorry if this is not the appropriate forum for this question. Is anyone going To ECCV and staying in Lund? Apparently a few days back i saw discounted travel pass available for both Malmo and Lund zone but now today I was going to buy it and the registration site says…
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A dataset with 52 Text to image model evaluation [P]
I created a simple text to image benchmark. I curated 192 prompts that are difficult for T2I models in various ways: text rendering, spatial reasoning, human realism, negations, etc... I then asked a VLM to judge every output against a pre-specified binary question with the…
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