Symmetric Equilibrium Propagation for Efficient Diffusion Training
Discover how symmetric equilibrium propagation boosts thermodynamic diffusion training efficiency with up to 10,000x energy savings over GPUs.
S2G-RAG: Enhancing Multi-Hop Retrieval QA Performance
Discover how S2G-RAG improves multi-hop retrieval QA with structured gap judging and iterative evidence sufficiency checks for accurate answers.
GLIER: AI-Powered Legal Case Retrieval & Evidence Ranking
Discover GLIER, an AI framework enhancing legal case retrieval with generative inference and evidence ranking for accurate, efficient legal research.
High-Resolution Oil Palm Mapping in Malaysia & Indonesia 2020-24
Discover accurate, annotation-free oil palm plantation maps from 2020-2024 using deep learning and Sentinel-2 data in Malaysia and Indonesia.
Solving Knowledge Conflicts in Hypernetwork LLM Adaptation
Explore innovative methods to fix knowledge conflict failures in hypernetwork-based LLM adaptation, boosting accuracy without extra training.