📰 Reddit r/deeplearning

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All Articles 130,612 Blog Posts 135,290 Tech Tutorials 33,775 Research Papers 25,426 News 18,525 ⚡ AI Lessons

Reddit r/deeplearning 🧬 Deep Learning ⚡ AI Lesson 1w ago

Help Choosing Neural Network Architecture for Matrix Classification

Hello, I am working on a university project where I need to train a supervised neural network model for classification. I don't have a strong background in deep

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 1w ago

University DL-Model Project ideas.

So, for my End of the Term Project I need to do lil DL project on my own together with a term paper. I must admit I’m not the best programmer out there but I do

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 1w ago

Normalization of data in deep learning

Hey everyone, I have recently started my DL journey after attending a course in the university. For my project, I have decided to do a binary segmentation using

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 1w ago

I built IMGNet – a face verification model that identifies people using sign patterns, not cosine similarity

I want to share something I've been building as an independent researcher from Indonesia. TL;DR: Face verification model that replaces cosine similarity with sl

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 2w ago

Rapid Lightning Tens-of-Nanoseconds Inference 15kb .so - Genetic Programming in the Age of Vibe - The Hard Way to Sub-Millisecond Tabular Inference

Rapid Lightning Genetic-programming (evolved) ensembles for tabular classification. Competes or beats (recently outdated) gradient-boosted decision trees (GBDTs

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 2w ago

Starting my DeepLearning Journey

I am starting my deeplearning journey with fast ai. The course seems a little outdated, as its not updated since 2023 i think. But seems enjoyable in the top-do

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 2w ago

Diagnosing a real PyTorch DataLoader bottleneck: 51% GPU util, one three-line fix, 43% faster

Disclosure: I'm the author, and this uses our open-source tool (TraceML, Apache-2.0). Posting because the finding, and the need for this kind of diagnosis, is t

Reddit r/deeplearning 🧠 Large Language Models ⚡ AI Lesson 2w ago

I built my own deep learning library from scratch

🎉 Excited to share that I’ve published my first Python package on PyPI! SimpleGrad is a lightweight PyTorch-inspired autograd library built from scratch that l

Reddit r/deeplearning 📣 Digital Marketing & Growth ⚡ AI Lesson 2w ago

Best gpu rental alternative to vast and runpod?

I run a video generation SaaS and i use Vast gpus but lately theyve been so unreliable, gpus dying, host issues and all that, considering switching to runpod bu

Reddit r/deeplearning ⚡ AI Lesson 2w ago

A tricky method for NLP and LLM from my previous research work.

This post is from my research work in NLP. -The background of this work. I did a research on an AI system that can help professors to test reports of university

Reddit r/deeplearning 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago

Trained a ResNet to approximate Stockfish depth-8 eval buckets from chessboard images, and can drive a small search player.

So I was wondering if, a model that only looks learn chess? models like resnet, yolo or similar. Only by looking can a model "feel" the position like something

Reddit r/deeplearning 🧠 Large Language Models ⚡ AI Lesson 2w ago

[D] Live discussion this Friday on the Orca world foundation model paper (Beijing Academy of AI) — unified world latent space, multimodal readout interfaces. Open discussion format, not a lecture. Link: https://luma.com/b62wcp1n

submitted by /u/Excellent_Shower_305 [link] [comments]

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 2w ago

Playing with on-device AI, I found my smallest quantized model was also the slowest. Dug into why and sharing my findings.

https://medium.com/@merrickcr/smaller-slower-wrong-what-aggressive-quantization-costs-on-device-inference-85e7f8f0a170 submitted by /u/GeneralWorking7360 <a hre

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 2w ago

Order you combine information change the final answer?

Yes, I know Repo First(code + proofs): https://github.com/VincentMarquez/Order-Effects-Are-Curvature Paper: https://zenodo.org/records/21221914 All the Lean and

Reddit r/deeplearning 🧠 Large Language Models ⚡ AI Lesson 2w ago

Adam can't fit a linear regression — and the same failure decides PDE solves. Here's a Gauss–Newton fix (PyTorch, open source)

Most deep learning optimizers are based on the Empirical Fisher matrix, EF = E[gg^T]. Adam taking the diagonal as the preconditioner and [SOAP]( https://arxiv.o

Reddit r/deeplearning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago

Drone Swarms Learning Melee and Ranged Battle Tactics via Self-Play

I wanted to see how far you can get with zero neural training — no gradients, no weights, no backprop. Just closed-form neuro-symbolic policies, discovered pure

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 2w ago

[R] CPDN: Bridging Gradient Boosting and Neural Networks for Tabular Data. Dynamic information-conditioned architecture synthesis that outsmarts CatBoost.

Hi Reddit, Training deep neural networks on heterogeneous tabular data is notorious for optimization stagnation and the "cold start" initialization trap (pp. 1-

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 2w ago

How can I study JEPA from scratch?

Hey everyone, I’m a second-year CS student and I recently got an ML/AI internship. One of my first tasks is to learn JEPA. I’ve watched a few videos and read so

Reddit r/deeplearning 🧠 Large Language Models ⚡ AI Lesson 2w ago

[R] RcCaMoE: Dynamic MoE Routing via Reversible Cellular Automata. ZERO-MEMORY activation caching, eliminates auxiliary loss, and fixes domain-shift MFU drops.

Hey r/DeepLearning , I've published a preprint on ResearchGate introducing RcCaMoE — a routing framework designed to crush the memory and compute overhead of st

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 2w ago

A NEW(?) Probability theory proposal.

I once did a research on a special project. I'd like to share my findings and ideas with friends in this community, so I bring my proposal here. I'd be happy if

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 2w ago

Best resources to learn math for coding as well as research

submitted by /u/Certain-Swordfish895 [link] [comments]

Reddit r/deeplearning 🧬 Deep Learning ⚡ AI Lesson 2w ago

Looking for Fast.ai Study Partner (Deep Learning, GMT+5)

Hey! I’m starting the Fast.ai deep learning course and looking for someone to join me so we can stay consistent and motivated together. Plan is to: Study a few

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 2w ago

ML RESEARCHER

Hi everyone, My long-term goal is to become an ML Researcher in Computer Vision, preferably in a research-focused role at companies like PyTorch/TensorFlow ecos

Reddit r/deeplearning 📐 ML Fundamentals ⚡ AI Lesson 2w ago

What if deep learning completely abandoned "layers" and modeled networks as continuous flows of time?

submitted by /u/Enough-Piano-2362 [link] [comments]