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Research & Development
Boosting AI Image Quality: Full Trajectory Alignment and Online Preference Optimization
TLDR: A new method called Direct-Align and Semantic Relative Preference Optimization (SRPO) significantly improves AI image generation. Direct-Align allows diffusion models to be optimized...
Research & Development
VoltanaLLM: Optimizing Energy Use for Large Language Model Serving
TLDR: VoltanaLLM is a new system that significantly reduces the energy consumption of Large Language Model (LLM) inference by up to 36.3% while maintaining...
Research & Development
Deep Learning Powers Next-Generation Integrated Sensing and Communication
TLDR: This research paper explores how Deep Learning (DL) techniques are revolutionizing Integrated Sensing and Communication (ISAC) systems for 6G and beyond networks. ISAC...
Research & Development
Active Minds, Healthy Brains: UK Biobank Study Reveals MVPA’s Impact on Cognitive Aging
TLDR: A large UK Biobank study of over 45,000 older adults found that higher levels of moderate-to-vigorous physical activity (MVPA) are consistently associated with...
Research & Development
GSTBench: Unveiling the Transferability Challenges and Triumphs in Graph Self-Supervised Learning
TLDR: GSTBench is the first systematic benchmark to evaluate the transferability of graph self-supervised learning (SSL) methods. Pretraining on a massive dataset (ogbn-papers100M), the...
Research & Development
Enhancing Traffic Prediction with Human Knowledge: A New Cross-Modal Fusion Model
TLDR: A new research paper introduces the Knowledge-Guided Cross-Modal Feature Fusion (KGCM) model, which significantly improves local traffic demand prediction by integrating traditional structured...