📰 Reddit r/deeplearning

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When will EMNLP 2026 reviews be available ?

submitted by /u/jay-chundru [link] [comments]

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 9h ago

Catastrophic forgetting is costing your team retraining money — here's an optimizer that stops it, measured

Catastrophic forgetting isn't a research curiosity anymore -- it's costing production ML teams real retraining money. Every time you fine-tune on new data, your

Reddit r/deeplearning 10h 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 11h 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 11h 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 12h ago

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

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

Reddit r/deeplearning 12h 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 12h 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 13h 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 14h 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 15h ago

Best resources to learn math for coding as well as research

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

Reddit r/deeplearning 18h ago

[D] Read the formal proof of speculative decoding. Now I don't trust any benchmark that only reports acceptance rate.

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

Reddit r/deeplearning 18h ago

The rare alignment

submitted by /u/KeanuRave100 [link] [comments]

Reddit r/deeplearning 18h 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 21h ago

HIindi htr tts project doubt

submitted by /u/FunBright6974 [link] [comments]

Reddit r/deeplearning 21h ago

The Triad of Context Driven Learning

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

Reddit r/deeplearning 23h 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 1d ago

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

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

Reddit r/deeplearning 1d ago

🔬 New paper: IMGNet — face verification through relational patterns, not absolute values.

Inspired by a linguistic observation: "matur suwun" (Javanese) and "hatur nuhun" (Sundanese) — two phrases from Indonesia that mean the same thing despite compl

Reddit r/deeplearning 1d ago

Where do you think AI writing still struggles the most?

AI has improved incredibly fast over the last couple of years. It can organize information, explain complex topics, and create well-structured drafts in seconds

Reddit r/deeplearning 1d ago

Betting LLMs learn math better from semantic IR than raw source tokens: 70% extraction on Mathlib so far

Hypothesis: LLMs are still mediocre at formal theorem proving partly because we're tokenizing the wrong thing. Lean source is full of notation, implicit argumen

Reddit r/deeplearning 1d ago

Best frontier model to use for designing custom neural network?

submitted by /u/Top_Wind_1643 [link] [comments]

Reddit r/deeplearning 1d ago

Searching for a model which detects spread page of a book

I'm new to this sub, so sorry if this question is not appropriate for here. I'm currently developing a document scanner app that specializes in cropping the pag