y0news
AnalyticsDigestsSourcesTopicsRSSAICrypto

#fourier-transform News & Analysis

2 articles tagged with #fourier-transform. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · May 46/10
🧠

Caracal: Causal Architecture via Spectral Mixing

Researchers introduce Caracal, a novel architecture that replaces attention mechanisms with a parameter-efficient Multi-Head Fourier module to improve LLM scalability for long sequences. The approach achieves O(L log L) complexity using Fast Fourier Transform, implements frequency-domain causal masking for autoregressive generation, and uses standard library operators for broad deployment compatibility.

AIBullisharXiv – CS AI · Feb 276/108
🧠

Efficient Encoder-Free Fourier-based 3D Large Multimodal Model

Researchers introduce Fase3D, the first encoder-free 3D Large Multimodal Model that uses Fast Fourier Transform to process point cloud data efficiently. The model achieves comparable performance to encoder-based systems while being significantly more computationally efficient through novel tokenization and space-filling curve serialization.

$CRV