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⚡ AI Lessons
Reddit r/deeplearning
2h 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
3h 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
4h 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
4h 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
5h 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
5h 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
6h 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
6h 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
8h 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
9h ago
Best resources to learn math for coding as well as research
submitted by /u/Certain-Swordfish895 [link] [comments]
Reddit r/deeplearning
11h 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
12h ago
The rare alignment
submitted by /u/KeanuRave100 [link] [comments]
Reddit r/deeplearning
12h 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
14h ago
HIindi htr tts project doubt
submitted by /u/FunBright6974 [link] [comments]
Reddit r/deeplearning
15h ago
The Triad of Context Driven Learning
submitted by /u/oatmealcraving [link] [comments]
Reddit r/deeplearning
17h 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
17h 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
18h 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
19h 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
22h 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
Reddit r/deeplearning
1d ago
📢New in SomniCharts™ — Cardiorespiratory Dynamics
submitted by /u/SomniCharts [link] [comments]
Reddit r/deeplearning
1d ago
I built an open-source VS Code extension to track SLURM jobs and monitor GPU usage so I don't have to constantly run squeue and nvidia-smi.
Hey everyone, If you train models on a shared SLURM cluster, you know the pain of constantly context-switching to a terminal to check if your job is actually ru
DeepCamp AI