We present Perception-R1, a scalable RL framework using Group Relative Policy Optimization (GRPO) during MLLM post-training. Key innovations: 🎯 Perceptual Perplexity Analysis: We introduce a novel ...
Abstract: Environmental planning, hazard monitoring, and coastal management depend critically on accurate shoreline definition. This work utilizes high-resolution UAV data to develop a deep learning ...
LampMark is trained using CelebA-HQ and tested on CelebA-HQ and LFW. We do not own the datasets, and they can be downloaded from the official webpages. After splitting the image data following the ...
Abstract: Stepper motor acceleration/deceleration is typically achieved by varying the stepping pulse frequency according to a pre-defined control scheme. S-Shaped ...
Linus Torvalds used vibe programming for a toy program. Vibe programming remains risky for serious projects. Linux developers have adopted AI tools for maintenance work. Linus Torvalds has started ...
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