Enhancing Language Model Reliability in Instruction-Following

Explore how nuance-oriented reliability impacts language model performance and learn about new metrics and tools to improve instruction-following accuracy.

INFORM-CT: AI for Incidental Findings in Abdominal CT Scans

Discover INFORM-CT, an AI framework integrating LLMs and VLMs to automate incidental findings detection and reporting in abdominal CT scans.

Vec-LUT: Fast Ultra-Low-Bit LLM Inference on Edge Devices

Discover Vec-LUT, a vector table lookup method boosting ultra-low-bit LLM inference speed up to 4.2x on edge devices with optimized memory usage.

Red Teaming Large Reasoning Models for Trustworthiness

Explore RT-LRM, a benchmark to evaluate the safety, truthfulness, and efficiency of Large Reasoning Models in AI development.

BINDER: Adaptive Mobile Manipulation with Open-Vocab Commands

Discover BINDER, a dual-module system enabling robots to adapt instantly to dynamic environments using open-vocabulary commands for mobile manipulation.

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