Welcome to the fascinating world of semantic matching! In the realm of Natural Language Processing (NLP), text matching is a core component that allows us to gauge the similarities and relationships between various textual inputs. This guide will walk you through the...
Welcome to our guide on implementing the SFCN+ model from the paper "Learning from Synthetic Data for Crowd Counting in the Wild." This article will walk you through the requirements, data preparation, model training, and testing procedures, all while keeping things...
MALib is an innovative parallel framework designed specifically for population-based reinforcement learning. It integrates sophisticated methods such as Policy Space Response Oracle, Self-Play, and Neural Fictitious Self-Play, offering a higher-level abstraction that...
Welcome to the vibrant world of AI models, where we harness the power of Hierarchical Multi-Task Learning (HMTL) to tackle various semantic tasks effectively. Here’s a user-friendly guide on how to set up and utilize this innovative framework. Getting Started with...
Welcome to the world of TNN, a robust and lightweight neural network inference framework, open-sourced by Tencent Youtu Lab! TNN stands for Tensor Neural Network and is celebrated for its cross-platform capabilities, model compression, and high performance. This guide...
The Clova Language Framework (CLaF) is a robust NLP tool built on PyTorch, offering high-level functionality to streamline your language processing tasks. This guide will provide you with a step-by-step approach to get started with CLaF, including installation,...
Welcome to the future of video interaction! Have you ever wanted to condense a lengthy video into a more manageable format? The VLog project does just that by converting videos into document-like formats that combine visual and audio information. This guide will walk...
In a world where data drives decisions, machine learning has become a crucial tool. However, not everyone has the time or expertise to delve deep into its complexities. Enter auto_ml, the automated machine learning solution designed for production and analytics. This...
If you're diving into the vast ocean of robot learning, particularly in manipulation tasks—a subtask under the umbrella of Embodied AI—then the Awesome-Robot-Learning repository is your treasure map. This curated list saves the time of researchers sifting through the...
