W3C VC + DID Trust Infrastructure for Autonomous Agents
Explore MolTrust, a W3C VC and DID-based trust infrastructure securing autonomous AI agents with identity, authorization, and cross-protocol interoperabili...
Self-Healing Framework for Reliable LLM Autonomous Agents
Discover a self-healing framework that boosts reliability and stability in LLM-based autonomous agents, reducing failures and enhancing performance.
STDA-Net: Cross-Dataset Sleep Stage Classification Using Spectrograms
Discover STDA-Net, a novel spectrogram-based network improving cross-dataset sleep stage classification with 89% accuracy and robust domain adaptation.
Gated QKAN-FWP: Scalable Quantum-Inspired Sequence Learning
Discover Gated QKAN-FWP, a scalable quantum-inspired model for efficient sequence learning and accurate long-term forecasting in AI and quantum computing.
GLoRA: Gauge-Aware Low-Rank Adaptation for Federated LoRA
Discover GLoRA, a gauge-aware method improving federated LoRA by enabling efficient, semantically valid low-rank model aggregation for decentralized AI.