Search Results for author: Haochen Sun

Found 3 papers, 2 papers with code

zkLLM: Zero Knowledge Proofs for Large Language Models

1 code implementation24 Apr 2024 Haochen Sun, Jason Li, Hongyang Zhang

The recent surge in artificial intelligence (AI), characterized by the prominence of large language models (LLMs), has ushered in fundamental transformations across the globe.

Learning Correction Errors via Frequency-Self Attention for Blind Image Super-Resolution

no code implementations12 Mar 2024 Haochen Sun, Yan Yuan, Lijuan Su, Haotian Shao

Our approach effectively addresses the challenges associated with degradation estimation and correction errors, paving the way for more accurate blind image SR.

Image Super-Resolution

zkDL: Efficient Zero-Knowledge Proofs of Deep Learning Training

1 code implementation30 Jul 2023 Haochen Sun, Tonghe Bai, Jason Li, Hongyang Zhang

In response to this challenge, we present zero-knowledge deep learning (zkDL), an efficient zero-knowledge proof for deep learning training.

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