#Transformers

4 articles with this tag

EdgeDiT: Transformers on the Edge
AI Research

EdgeDiT: Transformers on the Edge

EdgeDiT brings high-fidelity generative AI to mobile devices by optimizing Diffusion Transformers for NPUs, achieving significant efficiency gains.

about 24 hours ago
ZipMap: Linear-Time 3D Vision
AI Research

ZipMap: Linear-Time 3D Vision

ZipMap revolutionizes 3D vision with linear-time reconstruction, achieving 20x speedup and enabling real-time state querying.

27 days ago
DynFormer: Smarter AI for Complex Physics
AI Research

DynFormer: Smarter AI for Complex Physics

DynFormer, a new dynamics-informed neural operator, significantly reduces error and memory usage in complex PDE simulations by using scale-aware Transformers.

28 days ago
LLMs Lost in Transmission: Why Global Reasoning Fails
AI Research

LLMs Lost in Transmission: Why Global Reasoning Fails

A new paper reveals transformer LLMs struggle with complex global reasoning due to limited 'effective bandwidth,' solvable by Chain of Thought.

about 1 month ago