dbaranchuk

petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

bird-classification

Bird Classification using VGG16-pretrained model (Caffe and Keras implementations)

fish-detection

Kaggle Competition NCFM (Top 1% solution)

human-pose-annotator

Web Service for Human Pose Annotation

ivf-hnsw

Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors

learning-to-route

Code for ICML2019 paper: Learning to Route in Similarity Graphs

memory-efficient-maml

Memory efficient MAML using gradient checkpointing

nns-meets-deep-rl

Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning

GP-VAE

TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155

ddpm-segmentation

Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)

dbaranchuk/ivf-hnsw

Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors

dbaranchuk/memory-efficient-maml

Memory efficient MAML using gradient checkpointing

dbaranchuk/learning-to-route

Code for ICML2019 paper: Learning to Route in Similarity Graphs

dbaranchuk/nns-meets-deep-rl

Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning

dbaranchuk/human-pose-annotator

Web Service for Human Pose Annotation

dbaranchuk/bird-classification

Bird Classification using VGG16-pretrained model (Caffe and Keras implementations)

dbaranchuk/bfs_swig

dbaranchuk/hnsw

dbaranchuk/lstm-cuda

This is a c++ implementation of an LSTM Neural Network parallelized for a GPU using CUDA

dbaranchuk/mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

dbaranchuk/search_hnsw_swig

dbaranchuk/3d_smpl

Code for Paper: Self-supervised Learning of Motion Capture

dbaranchuk/annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

dbaranchuk/bips

Bitcoin Improvement Proposals

dbaranchuk/bitsandbytes

8-bit CUDA functions for PyTorch

dbaranchuk/BRITS

Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series

dbaranchuk/DiffusionCLIP

[CVPR 2022] Official PyTorch Implementation for DiffusionCLIP: Text-guided Image Manipulation Using Diffusion Models

dbaranchuk/dpo_diversity

dbaranchuk/edm-nirvana

dbaranchuk/FALCONN

FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)

dbaranchuk/gait_surreal

dbaranchuk/GANLatentDiscovery

The authors official implementation of Unsupervised Discovery of Interpretable Directions in the GAN Latent Space

dbaranchuk/hnsw-grouping

dbaranchuk/NGT

Neighborhood Graph and Tree for Indexing High-dimensional Data

dbaranchuk/nirvana_cifar_10_example

dbaranchuk/nsg

Navigating Spreading-out Graph For Approximate Nearest Neighbor Search

dbaranchuk/research-xbm

XBM: Cross-Batch Memory for Embedding Learning

dbaranchuk/stakewars-iii

Stake Wars: Episode 3 challenges and place to report issues

dbaranchuk/ViT-Adapter

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

dbaranchuk/wekaDeeplearning4j

Weka package for the Deeplearning4j java library