Fiona: Accelerating FHE Inference with Packing-Aware Ternary Weights
cs.LG
Submitted: 2026-09-28
Updated: 2026-09-28
Code: https://github.com/Microsoft/SEAL
Sources
- Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation
- An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
- ENSI: Efficient Non-Interactive Secure Inference for Large Language Models
- The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
- Very Deep Convolutional Networks for Large-Scale Image Recognition
- BitNet: Scaling 1-bit Transformers for Large Language Models
- Power-Softmax: Towards Secure LLM Inference over Encrypted Data
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