REPOGEO REPORT · LITE
sbrugman/deep-learning-papers
Default branch master · commit 358e2372 · scanned 5/16/2026, 1:48:11 AM
GitHub: 3,187 stars · 407 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface sbrugman/deep-learning-papers, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Reposition the README H1 to emphasize 'curated collection'
Why:
CURRENT# Deep Learning Papers by task
COPY-PASTE FIX# A Curated Collection of Deep Learning Papers by Task
- highlicense#2Add a LICENSE file to the repository
Why:
COPY-PASTE FIXCreate a `LICENSE` file in the repository root with the text of a standard open-source license like MIT or Apache-2.0, or clarify the licensing terms directly in the README.
- mediumhomepage#3Add a homepage URL to the repository's About section
Why:
COPY-PASTE FIXAdd a relevant URL (e.g., a GitHub Pages link for the repo, or a related project page) to the 'Homepage' field in the repository's 'About' section.
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- Papers With Code · recommended 1×
- arXiv Sanity Preserver · recommended 1×
- Distill.pub · recommended 1×
- The Batch · recommended 1×
- AI Alignment Forum · recommended 1×
- CATEGORY QUERYWhere can I find a curated list of current state-of-the-art deep learning research papers?you: not recommendedAI recommended (in order):
- Papers With Code
- arXiv Sanity Preserver
- Distill.pub
- The Batch
- AI Alignment Forum
- LessWrong
AI recommended 7 alternatives but never named sbrugman/deep-learning-papers. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat are the best deep learning papers categorized by specific tasks like text or visual processing?you: not recommendedAI recommended (in order):
- AlexNet
- VGGNet
- ResNet
- Inception (GoogLeNet)
- EfficientNet
- R-CNN
- Faster R-CNN
- YOLO (You Only Look Once)
- SSD (Single Shot MultiBox Detector)
- DETR
- FCN (Fully Convolutional Networks)
- U-Net
- DeepLab (v3+)
- Mask R-CNN
- GANs (Generative Adversarial Networks)
- DCGAN (Deep Convolutional GANs)
- StyleGAN
- DDPM (Denoising Diffusion Probabilistic Models)
- Word2Vec
- GloVe
- LSTM (Long Short-Term Memory)
- GRU (Gated Recurrent Unit)
- Attention Is All You Need (Transformer)
- BERT (Bidirectional Encoder Representations from Transformers)
- GPT (Generative Pre-trained Transformer)
- T5 (Text-to-Text Transfer Transformer)
- RoBERTa
- Neural Machine Translation by Jointly Learning to Align and Translate
- DQN (Deep Q-Network)
- AlphaGo
- A3C (Asynchronous Advantage Actor-Critic)
- PPO (Proximal Policy Optimization Algorithms)
- SAC (Soft Actor-Critic)
- Dropout
- Batch Normalization
- Adam (Adaptive Moment Estimation)
AI recommended 36 alternatives but never named sbrugman/deep-learning-papers. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of sbrugman/deep-learning-papers?passAI named sbrugman/deep-learning-papers explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts sbrugman/deep-learning-papers in production, what risks or prerequisites should they evaluate first?passAI named sbrugman/deep-learning-papers explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo sbrugman/deep-learning-papers solve, and who is the primary audience?passAI did not name sbrugman/deep-learning-papers — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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sbrugman/deep-learning-papers — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite