Search Results for author: YiPeng Zhang

Found 12 papers, 4 papers with code

DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation

1 code implementation5 May 2023 Hong Chen, YiPeng Zhang, Simin Wu, Xin Wang, Xuguang Duan, Yuwei Zhou, Wenwu Zhu

To tackle the problems, we propose DisenBooth, an identity-preserving disentangled tuning framework for subject-driven text-to-image generation.

Denoising Disentanglement +1

Fine-Grained Visual Entailment

1 code implementation29 Mar 2022 Christopher Thomas, YiPeng Zhang, Shih-Fu Chang

In this paper, we propose an extension of this task, where the goal is to predict the logical relationship of fine-grained knowledge elements within a piece of text to an image.

Multimodal Reasoning Visual Entailment

Action-conditioned On-demand Motion Generation

1 code implementation17 Jul 2022 QIUJING LU, YiPeng Zhang, Mingjian Lu, Vwani Roychowdhury

We propose a novel framework, On-Demand MOtion Generation (ODMO), for generating realistic and diverse long-term 3D human motion sequences conditioned only on action types with an additional capability of customization.

Contrastive Learning Human action generation

Defect Detection from UAV Images based on Region-Based CNNs

no code implementations23 Nov 2018 Meng Lan, YiPeng Zhang, Lefei Zhang, Bo Du

In this work, we study the performance of the region-based CNN for the electrical equipment defect detection by using the UAV images.

Defect Detection object-detection +1

Disentangling Transfer and Interference in Multi-Domain Learning

no code implementations2 Jul 2021 YiPeng Zhang, Tyler L. Hayes, Christopher Kanan

Humans are incredibly good at transferring knowledge from one domain to another, enabling rapid learning of new tasks.

Transfer Learning

Conditional Sequential Slate Optimization

no code implementations12 Aug 2021 YiPeng Zhang, Mingjian Lu, Saratchandra Indrakanti, Manojkumar Rangasamy Kannadasan, Abraham Bagherjeiran

To that end, we propose a hybrid framework extended from traditional slate optimization to solve the conditional slate optimization problem.

Delving into Rectifiers in Style-Based Image Translation

no code implementations20 Nov 2021 YiPeng Zhang, Bingliang Hu, Hailong Ning, Quang Wang

The AdaReLU can dynamically adjust the slope parameters according to the target style and can be utilized to increase the controllability by combining with Adaptive Instance Normalization (AdaIN).

Image Generation Translation

On the Security Vulnerabilities of Text-to-SQL Models

no code implementations28 Nov 2022 Xutan Peng, YiPeng Zhang, Jingfeng Yang, Mark Stevenson

Although it has been demonstrated that Natural Language Processing (NLP) algorithms are vulnerable to deliberate attacks, the question of whether such weaknesses can lead to software security threats is under-explored.

Text-To-SQL

VideoDreamer: Customized Multi-Subject Text-to-Video Generation with Disen-Mix Finetuning

no code implementations2 Nov 2023 Hong Chen, Xin Wang, Guanning Zeng, YiPeng Zhang, Yuwei Zhou, Feilin Han, Wenwu Zhu

The video generator is further customized for the given multiple subjects by the proposed Disen-Mix Finetuning and Human-in-the-Loop Re-finetuning strategy, which can tackle the attribute binding problem of multi-subject generation.

Attribute Text-to-Video Generation +1

Causal Graph Discovery with Retrieval-Augmented Generation based Large Language Models

no code implementations23 Feb 2024 Yuzhe Zhang, YiPeng Zhang, Yidong Gan, Lina Yao, Chen Wang

We propose a novel method that utilizes the extensive knowledge contained within a large corpus of scientific literature to deduce causal relationships in general causal graph recovery tasks.

Causal Inference Retrieval

Cannot find the paper you are looking for? You can Submit a new open access paper.