[ICCV2025] SignRep: Enhancing Self-Supervised Sign Representations

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

Library for reading and processing ML training data.

A collection of learning resources for curious software engineers

Multi-modal zero-shot temporal action detection and localization

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

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

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

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

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

Computing on Topological Domains

Implementation of the conjugate prior table for Bayesian Statistics

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

IDE for PyTorch and its ecosystem

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

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 u…

Leaf: A Benchmark for Federated Settings

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

Federated Optimization in Heterogeneous Networks (MLSys '20)

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

Code for Personalized Federated Learning with Gaussian Processes

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

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

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

Common Machine Learning Interview Questions and Answers

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