Songyang Zhang

发表

Attention Module Spatial Attention Module Spatial Attention Module Task Attention Module Task Attention Module Task Attention Module Concat Linear Layer Softmax Meta Prediction Softmax Linear Layer Semantic Prediction Semantic Branch Average Pooling Label Label Label Meta-Training Stage

Xuming He, Shipeng Yan, Songyang Zhang, 2018 .

Part-aware Prototype Network for Few-shot Semantic Segmentation

Xuming He, Yongfei Liu, Songyang Zhang, 2020, ECCV.

Graph Signal Processing over Multilayer Networks – Part I: Foundations and Spectrum Analysis

Songyang Zhang, Zhi Ding, Qinwen Deng, 2021, 2108.13638.

Multilayer graph spectral analysis for hyperspectral images

Songyang Zhang, Zhi Ding, Qinwen Deng, 2022, EURASIP Journal on Advances in Signal Processing.

Signal Processing Over Multilayer Graphs: Theoretical Foundations and Practical Applications

Songyang Zhang, Zhi Ding, Qinwen Deng, 2021, IEEE Internet of Things Journal.

Learning Semantic Correspondence with Sparse Annotations

Abhinav Shrivastava, Xuming He, Songyang Zhang, 2022, ECCV.

Learning Semantic Correspondence with Sparse Annotations - Supplementary Material Shuaiyi

Abhinav Shrivastava, Xuming He, Songyang Zhang, 2022 .

Part-aware Prototype Network for Few-shot Semantic Segmentation

Xuming He, Yongfei Liu, Songyang Zhang, 2020, ECCV.

Introducing Hypergraph Signal Processing: Theoretical Foundation and Practical Applications

Zhi Ding, Shuguang Cui, Songyang Zhang, 2019, IEEE Internet of Things Journal.

A Dual Attention Network with Semantic Embedding for Few-Shot Learning

Xuming He, Songyang Zhang, Shipeng Yan, 2019, AAAI.

Hyperspectral Image Segmentation based on Graph Processing over Multilayer Networks

Qinwen Deng, Songyang Zhang, Zhi Ding, 2021, 2111.15018.

Research on Construction Method of Massive Geographic Image Database for Power Grid EIA

Yuehua Wu, Zhentao Liu, Songyang Zhang, 2021, Advances in Smart Vehicular Technology, Transportation, Communication and Applications.

RIFormer: Keep Your Vision Backbone Effective But Removing Token Mixer

Dahua Lin, Xihui Liu, Kai Chen, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling

Dahua Lin, Kai Chen, Songyang Zhang, 2023, ArXiv.

Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation

Xuming He, Songyang Zhang, Rongjie Li, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Distribution Alignment: A Unified Framework for Long-tail Visual Recognition

Songyang Zhang, Zeming Li, Xuming He, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

An EM Framework for Online Incremental Learning of Semantic Segmentation

Jiale Zhou, Songyang Zhang, Xuming He, 2021, ACM Multimedia.

Dynamic Context Correspondence Network for Semantic Alignment

Xuming He, Songyang Zhang, Qiuyue Wang, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Predicting Salient Face in Multiple-Face Videos

Xuming He, Songyang Zhang, Mai Xu, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Transformer with Bidirectional Decoder for Speech Recognition

Shouyi Yin, Xi Chen, Songyang Zhang, 2020, INTERSPEECH.

Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge pdf

Zeming Li, Zheng Ge, Jian Sun, 2021, ArXiv.

Dynamic Grained Encoder for Vision Transformers

Jian Sun, Xuming He, Zeming Li, 2023, NeurIPS.

Digging Into Normal Incorporated Stereo Matching

M. Okutomi, Songyang Zhang, Zhicheng Wang, 2022, ACM Multimedia.

EDNet: Efficient Disparity Estimation with Cost Volume Combination and Attention-based Spatial Residual

Qiang Wang, Xiaowen Chu, Zhicheng Wang, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

An Efficient Hypergraph Approach to Robust Point Cloud Resampling

Songyang Zhang, Zhi Ding, Qinwen Deng, 2021, IEEE Transactions on Image Processing.

Hypergraph Spectral Analysis and Processing in 3D Point Cloud

Songyang Zhang, Zhi Ding, Shuguang Cui, 2020, IEEE Transactions on Image Processing.

Point Cloud Resampling via Hypergraph Signal Processing

Songyang Zhang, Qinwen Deng, Zhi Ding, 2021, IEEE Signal Processing Letters.

SGTR: End-to-end Scene Graph Generation with Transformer

Xuming He, Songyang Zhang, Rongjie Li, 2021, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

LatentGNN: Learning Efficient Non-local Relations for Visual Recognition

Xuming He, Songyang Zhang, Shipeng Yan, 2019, ICML.

DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain Adaptation pdf

Gang Wei, Zhicheng Wang, Jinshuo Zhang, 2021, ArXiv.

An Evaluation of BBR and its variants pdf

Songyang Zhang, Songyang Zhang, 2019, ArXiv.

From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation pdf

Zhi Ding, Shuguang Cui, Han Zhang, 2020, arXiv.org.

Hypergraph-Based Image Processing

Zhi Ding, Shuguang Cui, Songyang Zhang, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

Hypergraph Spectral Clustering for Point Cloud Segmentation

Zhi Ding, Shuguang Cui, Songyang Zhang, 2020, IEEE Signal Processing Letters.

Robust Temporally-Coherent Strategy for Few-shot Video Instance Segmentation

Songyang Zhang, Xuming He, Qiuyue Wang, 2022, 2022 IEEE International Conference on Image Processing (ICIP).

Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning pdf

Songyang Zhang, Mai Xu, Liangyu Huo, 2017, ArXiv.

Radiomap Inpainting for Restricted Areas based on Propagation Priority and Depth Map

Songyang Zhang, Zhi Ding, Brian Choi, 2023, 2305.15526.

RME-GAN: A Learning Framework for Radio Map Estimation Based on Conditional Generative Adversarial Network

Songyang Zhang, Zhi Ding, Achintha Wijesinghe, 2022, IEEE Internet of Things Journal.

Budget-aware Few-shot Learning via Graph Convolutional Network pdf

Songyang Zhang, Xuming He, Shipeng Yan, 2022, ArXiv.

Exemplar-Based Radio Map Reconstruction of Missing Areas Using Propagation Priority

Songyang Zhang, Zhi Ding, Brian Choi, 2022, GLOBECOM 2022 - 2022 IEEE Global Communications Conference.

Improving Pixel-based MIM by Reducing Wasted Modeling Capability

Dahua Lin, Kai Chen, Songyang Zhang, 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV).

GPS Intelligent Solution of Aerial Image Target in State Grid EIA Survey

Yuehua Wu, Zhentao Liu, Songyang Zhang, 2020, International Symposium on Parallel Architectures, Algorithms and Programming.

LearningCC: An online learning approach for congestion control pdf

Songyang Zhang, Songyang Zhang, Songyang Zhang, 2020, Trans. Emerg. Telecommun. Technol..

UFed-GAN: A Secure Federated Learning Framework with Constrained Computation and Unlabeled Data

Songyang Zhang, Zhi Ding, Siyu Qi, 2023, ArXiv.

PS-FedGAN: An Efficient Federated Learning Framework Based on Partially Shared Generative Adversarial Networks For Data Privacy

Songyang Zhang, Zhi Ding, Achintha Wijesinghe, 2023, ArXiv.

Learning Implicit Temporal Alignment for Few-shot Video Classification

Songyang Zhang, Jiale Zhou, Xuming He, 2021, IJCAI.

InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition

Xingcheng Zhang, Conghui He, Kai Chen, 2023, ArXiv.

LawBench: Benchmarking Legal Knowledge of Large Language Models

Songyang Zhang, D. Zhu, Zhiwei Fei, 2023, ArXiv.

MMBench: Is Your Multi-modal Model an All-around Player?

Dahua Lin, Conghui He, Kai Chen, 2023, ArXiv.

SGTR: End-to-end Scene Graph Generation with Transformer

Xuming He, Songyang Zhang, Rongjie Li, 2021, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

SGTR+: End-to-End Scene Graph Generation With Transformer

Songyang Zhang, Rongjie Li, Xuming He, 2023, IEEE Transactions on Pattern Analysis and Machine Intelligence.