Search Results for author: Juan Zhang

Found 10 papers, 3 papers with code

Fusion-Mamba for Cross-modality Object Detection

no code implementations14 Apr 2024 Wenhao Dong, Haodong Zhu, Shaohui Lin, Xiaoyan Luo, Yunhang Shen, Xuhui Liu, Juan Zhang, Guodong Guo, Baochang Zhang

In this paper, we investigate cross-modality fusion by associating cross-modal features in a hidden state space based on an improved Mamba with a gating mechanism.

Object object-detection +1

G4G:A Generic Framework for High Fidelity Talking Face Generation with Fine-grained Intra-modal Alignment

no code implementations28 Feb 2024 Juan Zhang, Jiahao Chen, Cheng Wang, Zhiwang Yu, Tangquan Qi, Di wu

Despite numerous completed studies, achieving high fidelity talking face generation with highly synchronized lip movements corresponding to arbitrary audio remains a significant challenge in the field.

Talking Face Generation

AdaMR: Adaptable Molecular Representation for Unified Pre-training Strategy

no code implementations28 Dec 2023 Yan Ding, Hao Cheng, Ziliang Ye, Ruyi Feng, Wei Tian, Peng Xie, Juan Zhang, Zhongze Gu

We fine-tuned our proposed pre-trained model on six molecular property prediction tasks (MoleculeNet datasets) and two generative tasks (ZINC250K datasets), achieving state-of-the-art (SOTA) results on five out of eight tasks.

Attribute Molecular Property Prediction +2

Decom--CAM: Tell Me What You See, In Details! Feature-Level Interpretation via Decomposition Class Activation Map

no code implementations27 May 2023 Yuguang Yang, Runtang Guo, Sheng Wu, Yimi Wang, Juan Zhang, Xuan Gong, Baochang Zhang

Although the Class Activation Map (CAM) is widely used to interpret deep model predictions by highlighting object location, it fails to provide insight into the salient features used by the model to make decisions.

Decision Making

Structure-preserving, energy stable numerical schemes for a liquid thin film coarsening model

no code implementations22 Dec 2020 Juan Zhang, Cheng Wang, Steven M. Wise, Zhengru Zhang

In the second order numerical scheme, the BDF temporal stencil is applied, and an alternate convex-concave decomposition is derived, so that the concave part corresponds to a quadratic energy.

Numerical Analysis Numerical Analysis 35A15 (Primary) 12-XX, 12-08 (Secondary) F.2.2; G.2

The localization of single pulse in VLBI observation

1 code implementation21 Oct 2018 Lei Liu, Wu Jiang, Weimin Zheng, Zhen Yan, Juan Zhang, Maoli Ma, Wentao Luo

The combination of cross spectrum based detection and the localization proposed in this work then provide a thorough solution for searching single pulse in VLBI observation.

Instrumentation and Methods for Astrophysics

Low Rank Variation Dictionary and Inverse Projection Group Sparse Representation Model for Breast Tumor Classification

no code implementations10 Mar 2018 Xiaohui Yang, Xiaoying Jiang, WenMing Wu, Juan Zhang, Dan Long, Funa Zhou, Yiming Xu

The proposed low-rank variation dictionary tackles tumor recognition problem from the viewpoint of detecting and using variations in gene expression profiles of normal and patients, rather than directly using these samples.

General Classification

An Integrated Inverse Space Sparse Representation Framework for Tumor Classification

no code implementations9 Mar 2018 Xiaohui Yang, Wen-Ming Wu, Yun-Mei Chen, Xianqi Li, Juan Zhang, Dan Long, Li-Jun Yang

Extensive experiments on six public microarray gene expression datasets show the integrated ISSRC-based tumor classification framework is superior to classical and state-of-the-art methods.

Classification General Classification +2

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