Research Track
Ongoing
ML Research & Paper Reading
Dive deep into cutting-edge research. Join reading groups, replicate landmark papers, and contribute to the ML research community.
50+ curated papers
3 active groups
15 replication projects
📚 Paper Library
All
NLP
Vision
Genertic
Advanced
NLP
NeurIPS 2017Attention Is All You Need
Vaswani et al.
Introduced the Transformer architecture that revolutionized NLP and beyond.
85,000+
Intermediate
NLP
NAACL 2018BERT: Pre-training of Deep Bidirectional Transformers
Devlin et al.
Bidirectional pre-training that set new SOTA on 11 NLP tasks.
65,000+
Intermediate
Computer Vision
CVPR 2015Deep Residual Learning for Image Recognition
He et al.
Skip connections enabling training of very deep networks.
120,000+
Advanced
NLP
NeurIPS 2020Language Models are Few-Shot Learners
Brown et al.
175B parameter model showing emergent few-shot learning abilities.
15,000+
Advanced
Generative
NeurIPS 2020Denoising Diffusion Probabilistic Models
Ho et al.
Foundation for modern image generation models like DALL-E and Stable Diffusion.
8,000+
Beginner
Optimization
ICLR 2014Adam: A Method for Stochastic Optimization
Kingma & Ba
The most widely used optimizer in deep learning.
100,000+
👥 Reading Groups
Transformer Deep Dive
Active
Wednesdays, 6 PM UTC
8 papers in syllabus
45 members
Diffusion Models
Active
Fridays, 4 PM UTC
6 papers in syllabus
32 members
Reinforcement Learning
Starting Soon
Mondays, 7 PM UTC
10 papers in syllabus
28 members
🔬 Replication Challenges
| Paper | Difficulty | Reward | Deadline | Submissions | |
|---|---|---|---|---|---|
| Attention Is All You Need | Hard | Certificate + $500 | Apr 30, 2026 | 12 | |
| BERT (Mini version) | Medium | Certificate | May 15, 2026 | 28 | |
| ResNet-18 | Easy | Badge | Ongoing | 156 |
📖 Research Resources
How to Read Papers
Guide to effective paper reading
Paper Templates
LaTeX templates for experiments
Replication Guide
Best practices for reproducing results
Experiment Tracking
MLflow and W&B tutorials