Search Results for author: Ruoyu Zhao

Found 9 papers, 1 papers with code

Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations

no code implementations EMNLP 2021 Linli Xu, Sijie Teng, Ruoyu Zhao, Junliang Guo, Chi Xiao, Deqiang Jiang, Bo Ren

Hierarchical multi-label text classification (HMTC) deals with the challenging task where an instance can be assigned to multiple hierarchically structured categories at the same time.

Multi Label Text Classification Multi-Label Text Classification +1

Textualize Visual Prompt for Image Editing via Diffusion Bridge

no code implementations7 Jan 2025 Pengcheng Xu, Qingnan Fan, Fei Kou, Shuai Qin, Hong Gu, Ruoyu Zhao, Charles Ling, Boyu Wang

Visual prompt, a pair of before-and-after edited images, can convey indescribable imagery transformations and prosper in image editing.

Triplet

Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models

no code implementations7 Nov 2024 Shuhong Zheng, Zhipeng Bao, Ruoyu Zhao, Martial Hebert, Yu-Xiong Wang

Beyond high-fidelity image synthesis, diffusion models have recently exhibited promising results in dense visual perception tasks.

Data Augmentation Denoising +1

SPikE-SSM: A Sparse, Precise, and Efficient Spiking State Space Model for Long Sequences Learning

no code implementations7 Oct 2024 Yan Zhong, Ruoyu Zhao, Chao Wang, Qinghai Guo, JianGuo Zhang, Zhichao Lu, Luziwei Leng

However, applying the highly capable SSMs to SNNs for long sequences learning poses three major challenges: (1) The membrane potential is determined by the past spiking history of the neuron, leading to reduced efficiency for sequence modeling in parallel computing scenarios.

Computational Efficiency State Space Models

FreeDiff: Progressive Frequency Truncation for Image Editing with Diffusion Models

1 code implementation18 Apr 2024 Wei Wu, Qingnan Fan, Shuai Qin, Hong Gu, Ruoyu Zhao, Antoni B. Chan

Precise image editing with text-to-image models has attracted increasing interest due to their remarkable generative capabilities and user-friendly nature.

Denoising

InstructBrush: Learning Attention-based Instruction Optimization for Image Editing

no code implementations27 Mar 2024 Ruoyu Zhao, Qingnan Fan, Fei Kou, Shuai Qin, Hong Gu, Wei Wu, Pengcheng Xu, Mingrui Zhu, Nannan Wang, Xinbo Gao

Two key techniques are introduced into InstructBrush, Attention-based Instruction Optimization and Transformation-oriented Instruction Initialization, to address the limitations of the previous method in terms of inversion effects and instruction generalization.

Few-shot Face Image Translation via GAN Prior Distillation

no code implementations28 Jan 2023 Ruoyu Zhao, Mingrui Zhu, Xiaoyu Wang, Nannan Wang

GPD contains two models: a teacher network with GAN Prior and a student network that fulfills end-to-end translation.

Knowledge Distillation Translation

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