ed-fish

professional-programming

A collection of learning resources for curious software engineers

ConvNeXt

Code release for ConvNeXt model

annotated_latex_equations

Examples of how to create colorful, annotated equations in Latex using Tikz.

decord

An efficient video loader for deep learning with smart shuffling that's super easy to digest

RETRO-pytorch

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

leaf

Leaf: A Benchmark for Federated Settings

nnstreamer

:twisted_rightwards_arrows: Neural Network (NN) Streamer, Stream Processing Paradigm for Neural Network Apps/Devices.

LanguageBind

【ICLR 2024🔥】 Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

NIID-Bench

Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

torchstudio

IDE for PyTorch and its ecosystem

VideoTransformer-pytorch

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

grain

ACAR-Net

[CVPR 2021] Actor-Context-Actor Relation Network for Spatio-temporal Action Localization

DALI_pytorch_demo

Example code showing how to use Nvidia DALI in pytorch, with fallback to torchvision. Contains a few differences to the official Nvidia example, namely a completely CPU pipeline & improved memory usage

Efficient-Prompt

TopoNetX

Computing on Topological Domains

py-lapsolver

Fast linear assignment problem (LAP) solvers for Python based on c-extensions

nntrainer

NNtrainer is Software Framework for Training Neural Network Models on Devices.

HBI

[CVPR 2023 Highlight] Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning

UVCOM

[CVPR 2024] Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection

conjugate_prior

Implementation of the conjugate prior table for Bayesian Statistics

UnAV

Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline (CVPR 2023)

video_repres_sts

Pytorch implementation of our T-PAMI 2021 paper: Self-supervised Video Representation Learning by Uncovering Motion and Appearance Statistics

pFedGP

Code for Personalized Federated Learning with Gaussian Processes

myQASR

Open source the codebase related to the paper: E. Fish, U. Michieli, M. Ozay, "A Model for Every User and Budget: Label-Free and Personalized Mixed-Precision Quantization", 2023. The paper has been accepted for publication at the INTERSPEECH 2023 Conference.

MOFO

The main contribution is to make self-supervised video representation learning more meaningful by raising awareness of motion data

mm-ZSTAD

Multi-modal zero-shot temporal action detection and localization

goots-go

ML-Interview-Practice

Common Machine Learning Interview Questions and Answers