This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.
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Updated
Jun 19, 2024 - Python
This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.
Implement of paper "Unsupervised Outlier Detection using Random Subspace and Subsampling Ensembles of Dirichlet Process Mixtures"
This package is a Julia implementation of random projections.
Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
Sklearn, PCA, t-SNE, Isomap, NMF, Random Projection, Spectral Embedding
[CVPR 2023] Adversarial Robustness via Random Projection Filters
Efficient Bayesian high-dimensional classification via random projection with application to gene expression data
Basic exploration of Higgs boson data
[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)
Random Projection for deep Neural Networks parameters number reduction.
Code demo to reproduce the experimental results of our NeurIPS 2022 paper "Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss"
A little lab of learning algorithms (in LUA). Less XAI, but better
Applying many advanced unsupervised learning algorithms and techniques
🏞 A content-based image retrieval (CBIR) system
Classical and Neural Dimensionality Reduction Techniques
Holds code for near-duplicate image parser using optimized image classifiers.
Summer@ICERM 2020 - Random Projections
Shrike.jl: Fast approximate nearest neighbor search with random projection trees. (Benchmarks included)
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