techtimes

GPT-5.6 Release Nears: Ultra Mode Spawns Subagents, Terra Cuts Cost, METR Flags Risk

This photograph taken in Mulhouse, eastern France on October 19, 2023, shows figurines next to the ChatGPT logo. SEBASTIEN BOZON/Getty Images OpenAI's GPT-5.6 family — Sol, Terra, and Luna — has been ...
GitHub

Efficient Test-Time Scaling for Small Vision-Language Models

Our framework consists of two main pipelines: (1) Test-Time Augmentation: Given an input image and text prompt, we apply various transformations to create multiple augmented versions. VLM processes ...
IEEE

Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time

Abstract: In edge intelligence systems, deep neural network (DNN) partitioning and data offloading can provide real-time task inference for resource-constrained mobile devices. However, the inference ...
IEEE

Region Partitioning-Based Scalable Real-Time Network Verification via Native Distributed Architecture

Abstract: Data plane verification (DPV) is critical in ensuring correct network operation, but practical deployment demands solutions that simultaneously achieve real-time responsiveness and massive ...