GitHub

LazarVexx/Different-Domain-Randomization-technique-for-an-Hopper-Environment

This project investigates various Domain Randomization (DR) techniques in the Hopper environment from OpenAI Gym, using two state-of-the-art reinforcement learning algorithms: Soft Actor-Critic (SAC) ...
IEEE

Class-Balanced Sampling and Discriminative Stylization for Domain Generalization Semantic Segmentation

Abstract: Existing domain generalization semantic segmentation (DGSS) methods have achieved remarkable performance on unseen domains by generating stylized images to increase the diversity of training ...
GitHub

Zi-ang-Cao/mpc_mujoco

Hydrax implements various sampling-based MPC algorithms on GPU. It is heavily inspired by MJPC, but focuses exclusively on sampling-based algorithms, runs on hardware accelerators via JAX and MJX, and ...
Investopedia

Sampling: What It Is, Different Types, and How Auditors and Marketers Use It

Ali Hussain has a background that consists of a career in finance with large financial institutions and in journalism covering business. Vikki Velasquez is a researcher and writer who has managed, ...
IEEE

Multi-Task Deep Learning with Over-Sampling and Style Randomization for Improved Cross-Regional Bird Vocalization Recognition

Abstract: Cross-regional bird vocalization recognition (BVR) poses significant challenges due to spectral overlap, class imbalance, and domain shifts caused by ecological and acoustic variability.