GitHub

Building the Virtuous Cycle for AI-driven LLM Systems

FlashInfer-Bench is a benchmark suite and production workflow designed to build a virtuous cycle of self-improving AI systems. It is part of a broader initiative to build the virtuous cycle of AI ...
Microsoft

AutoJack: How a single page can RCE the host running your AI agent

Ongoing research into AI agent framework security identified an exploit chain in AutoGen Studio (AutoGen’s open-source prototyping user interface) that allows untrusted web content rendered by a ...
IEEE

Vision-Language-Driven Prompt Learning for Weakly Supervised Semantic Segmentation

Abstract: The primary challenges in image-level weakly supervised semantic segmentation (WSSS) lie in addressing the under-activation issue of target pixels and mitigating the co-occurrence phenomenon ...
IEEE

SAGE: Semantic-Aware GPU Kernel Embedding for Efficient Performance Simulation

Abstract: Graphics processing units (GPUs) underpin high-performance computing, artificial intelligence, and scientific simulation, yet rising architectural complexity complicates timely and accurate ...
GitHub

samix_reinforcing_sam2_with_semantic_adapter_and_reference_selecting_policy_for_.md

SAMIX transforms the video "instance tracking" memory mechanism of SAM2 into cross-image "semantic tracking." By employing a lightweight semantic adapter and a reference selecting policy network ...