Search Results Ya Zhang

Found 150 papers, 54 papers with code

FTL: A universal framework for training low-bit DNNs via Feature Transfer

no code implementations ECCV 2020 Kunyuan Du, Ya zhang, Haibing Guan, Qi Tian, Shenggan Cheng, James Lin

Compared with low-bit models trained directly, the proposed framework brings 0. 5% to 3. 4% accuracy gains to three different quantization schemes.

Quantization Transfer Learning

ReMamber: Referring Image Segmentation with Mamba Twister

no code implementations26 Mar 2024 Yuhuan Yang, Chaofan Ma, Jiangchao Yao, Zhun Zhong, Ya zhang, Yanfeng Wang

Referring Image Segmentation (RIS) leveraging transformers has achieved great success on the interpretation of complex visual-language tasks.

Image Segmentation Semantic Segmentation

Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images

1 code implementation19 Mar 2024 Chaoqin Huang, Aofan Jiang, Jinghao Feng, Ya zhang, Xinchao Wang, Yanfeng Wang

Recent advancements in large-scale visual-language pre-trained models have led to significant progress in zero-/few-shot anomaly detection within natural image domains.

Anomaly Classification Anomaly Detection

GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation

no code implementations18 Mar 2024 Zhaoyang Lyu, Ben Fei, Jinyi Wang, Xudong Xu, Ya zhang, Weidong Yang, Bo Dai

Mesh is a fundamental representation of 3D assets in various industrial applications, and is widely supported by professional softwares.

Audio-Visual Segmentation via Unlabeled Frame Exploitation

no code implementations17 Mar 2024 Jinxiang Liu, Yikun Liu, Fei Zhang, Chen Ju, Ya zhang, Yanfeng Wang

NFs, temporally adjacent to the labeled frame, often contain rich motion information that assists in the accurate localization of sounding objects.

valid

Graph Construction with Flexible Nodes for Traffic Demand Prediction

1 code implementation1 Mar 2024 Jinyan Hou, Shan Liu, Ya zhang, Haotong Qin

To tackle these challenges, this paper introduces a novel graph construction method tailored to free-floating traffic mode.

Clustering Computational Efficiency +1

Towards Building Multilingual Language Model for Medicine

1 code implementation21 Feb 2024 Pengcheng Qiu, Chaoyi Wu, Xiaoman Zhang, Weixiong Lin, Haicheng Wang, Ya zhang, Yanfeng Wang, Weidi Xie

In this paper, we aim to develop an open-source, multilingual language model for medicine, that the benefits a wider, linguistically diverse audience from different regions.

Language Modelling Question Answering

Learning-based Bone Quality Classification Method for Spinal Metastasis

no code implementations14 Feb 2024 Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya zhang, Yan-Feng Wang, Hui Zhao

In this paper, we explore a learning-based automatic bone quality classification method for spinal metastasis based on CT images.

Binary Classification Classification +3

Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-propagation

no code implementations14 Feb 2024 Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya zhang, Yan-Feng Wang, Hui Zhao

In this paper, we propose a Weakly supervised Iterative Spinal Segmentation (WISS) method leveraging only four corner landmark weak labels on a single sagittal slice to achieve automatic volumetric segmentation from CT images for VBs.

Segmentation Weakly supervised segmentation