Search Results for author: Bojia Zi

Found 5 papers, 3 papers with code

Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation

1 code implementation12 Mar 2024 Shihao Zhao, Shaozhe Hao, Bojia Zi, Huaizhe xu, Kwan-Yee K. Wong

In this paper, we explore this objective and propose LaVi-Bridge, a pipeline that enables the integration of diverse pre-trained language models and generative vision models for text-to-image generation.

Language Modelling Text-to-Image Generation

Delta-LoRA: Fine-Tuning High-Rank Parameters with the Delta of Low-Rank Matrices

no code implementations5 Sep 2023 Bojia Zi, Xianbiao Qi, Lingzhi Wang, Jianan Wang, Kam-Fai Wong, Lei Zhang

In this paper, we present Delta-LoRA, which is a novel parameter-efficient approach to fine-tune large language models (LLMs).

Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better

1 code implementation ICCV 2021 Bojia Zi, Shihao Zhao, Xingjun Ma, Yu-Gang Jiang

We empirically demonstrate the effectiveness of our RSLAD approach over existing adversarial training and distillation methods in improving the robustness of small models against state-of-the-art attacks including the AutoAttack.

Adversarial Robustness Knowledge Distillation

WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection

1 code implementation5 Jan 2021 Bojia Zi, Minghao Chang, Jingjing Chen, Xingjun Ma, Yu-Gang Jiang

WildDeepfake is a small dataset that can be used, in addition to existing datasets, to develop and test the effectiveness of deepfake detectors against real-world deepfakes.

DeepFake Detection Face Swapping

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