cmu-odml.github.io

Practical applications

Distillation

Pruning

Benchmarking

Quantization

Multimodal

Vision / Robotics

Architecture-specific tricks: CNNs

Architecture-specific tricks: Softmax

Architecture-specific tricks: Embeddings/inputs

Task-specific tricks

Architecture-specific tricks: Transformers

Speech

Accelerating training

Carbon footprint and alternative power sources