random-projection topic
mrpt
Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
CBIR
🏞 A content-based image retrieval (CBIR) system
MoTIS
[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)
HAR
Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
Shrike.jl
Shrike.jl: Fast approximate nearest neighbor search with random projection trees. (Benchmarks included)
SHARP
SHARP: Single-cell RNA-seq Hyper-fast and Accurate processing via ensemble Random Projection
flora-opt
This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.