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Research & Development
GrandJury: A New Approach to Evaluating Dynamic AI Models
TLDR: GrandJury is a novel protocol for evaluating generative AI models, especially in subjective domains where a single 'correct' answer doesn't exist. It moves...
Research & Development
Designing Robust AI Vision Systems with Brain-Inspired Architecture
TLDR: VCNet is a new neural network architecture inspired by the primate visual cortex, incorporating hierarchical processing, dual-stream segregation, and predictive feedback. It addresses...
Research & Development
FaceMat: A New Approach to Handling Occlusions in Face Transformations
TLDR: FaceMat is a novel AI framework that significantly improves the performance of face filters by accurately separating facial regions from occluding objects like...
Research & Development
VFLAIR-LLM: Securing Large Language Models with Split Learning for Private Data
TLDR: VFLAIR-LLM is a new framework and benchmark for Split Learning of Large Language Models (LLMs), enabling privacy-preserving inference and fine-tuning in resource-constrained environments....
Research & Development
GEDAN: A New Framework for Understanding Graph Similarity with Learned Costs
TLDR: GEDAN is a novel Graph Neural Network framework that approximates Graph Edit Distance (GED), a measure of graph dissimilarity. It uniquely learns context-aware...
Research & Development
NANDA Adaptive Resolver: A New Approach to AI Agent Communication
TLDR: The NANDA Adaptive Resolver is a proposed dynamic microservice architecture designed to overcome the limitations of static endpoint resolution for AI agent communication....