2024 NeurIPS
NeurIPS Tutorial Opening the Language Model Pipeline: A Tutorial on Data Preparation, Model Training, and Adaptation
NeurIPS Tutorial Flow Matching for Generative Modeling
NeurIPS Tutorial Beyond Decoding: Meta-Generation Algorithms for Large Language Models
Lambda - Distributed Training
Shopify RecSys
MATH-AI: The 4th Workshop on Mathematical Reasoning and AI
Adaptive Foundation Models: Evolving AI for Personalized and Efficient Learning
The Fourth Workshop on Efficient Natural Language and Speech Processing (ENLSP-IV): Highlighting New Architectures for Future Foundation Models
Tri Dao
SSMs and Mamba
Navdeep Jaitly
Sparsified SSMs
Longhorn: State Space Models are Amortized Online Learners
GEAR - KV Cache Compression
OLMoE - AI2
An Evolved Universal Transformer Memory
Machine Learning for Systems
Jeff Dean
Fine-Tuning in Modern Machine Learning: Principles and Scalability
How Transformers learn Causal Structure with Gradient Descent
