Deshun Yang

According to our database, Deshun Yang authored at least 37 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

VisionGPT-3D: A Generalized Multimodal Agent for Enhanced 3D Vision Understanding.

Chris Kelly, Luhui Hu, Jiayin Hu, Yu Tian, Deshun Yang, Bang Yang, Cindy Yang, Zihao Li, Zaoshan Huang, Yuexian Zou

CoRR, 2024

VisionGPT: Vision-Language Understanding Agent Using Generalized Multimodal Framework.

Chris Kelly, Luhui Hu, Bang Yang, Yu Tian, Deshun Yang, Cindy Yang, Zaoshan Huang, Zihao Li, Jiayin Hu, Yuexian Zou

CoRR, 2024

WorldGPT: A Sora-Inspired Video AI Agent as Rich World Models from Text and Image Inputs.

Deshun Yang, Luhui Hu, Yu Tian, Zihao Li, Chris Kelly, Bang Yang, Cindy Yang, Yuexian Zou

CoRR, 2024

2023

UnifiedVisionGPT: Streamlining Vision-Oriented AI through Generalized Multimodal Framework.

Chris Kelly, Luhui Hu, Cindy Yang, Yu Tian, Deshun Yang, Bang Yang, Zaoshan Huang, Zihao Li, Yuexian Zou

CoRR, 2023

2020

A Distinct Synthesizer Convolutional TasNet for Singing Voice Separation.

Congzhou Tian, Deshun Yang, Xiaoou Chen

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Gen-Res-Net: A Novel Generative Model for Singing Voice Separation.

Congzhou Tian, Hangyu Li, Deshun Yang, Xiaoou Chen

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Learn A Robust Representation For Cover Song Identification Via Aggregating Local And Global Music Temporal Context.

Chaoya Jiang, Deshun Yang, Xiaoou Chen

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Learning a Representation for Cover Song Identification Using Convolutional Neural Network.

Zhesong Yu, Xiaoshuo Xu, Xiaoou Chen, Deshun Yang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Similarity Learning For Cover Song Identification Using Cross-Similarity Matrices of Multi-Level Deep Sequences.

Chaoya Jiang, Deshun Yang, Xiaoou Chen

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Musical Instrument Playing Technique Detection Based on FCN: Using Chinese Bowed-Stringed Instrument as an Example.

Zehao Wang, Jingru Li, Xiaoou Chen, Zijin Li, Shicheng Zhang, Baoqiang Han, Deshun Yang

CoRR, 2019

Temporal Pyramid Pooling Convolutional Neural Network for Cover Song Identification.

Zhesong Yu, Xiaoshuo Xu, Xiaoou Chen, Deshun Yang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Class Size Variance Minimization to Metric Learning for Dish Identification.

Shilong Feng, Haoqin Xie, Hongbo Yin, Xiaopeng Chen, Deshun Yang, Patrick P. K. Chan

Proceedings of the 2019 International Conference on Machine Learning and Cybernetics, 2019

2018

Robust Polyphonic Sound Event Detection by Using Multi Frame Size Denoising Autoencoder.

Jianchao Zhou, Xiaoou Chen, Deshun Yang

Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Efficient Two-Layer Model Towards Cover Song Identification.

Xiaoshuo Xu, Yao Cheng, Xiaoou Chen, Deshun Yang

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Triplet Convolutional Network for Music Version Identification.

Xiaoyu Qi, Deshun Yang, Xiaoou Chen

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Key-Invariant Convolutional Neural Network Toward Efficient Cover Song Identification.

Xiaoshuo Xu, Xiaoou Chen, Deshun Yang

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Effective Cover Song Identification Based on Skipping Bigrams.

Xiaoshuo Xu, Xiaoou Chen, Deshun Yang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Effective Music Feature NCP: Enhancing Cover Song Recognition with Music Transcription.

Yao Cheng, Xiaoou Chen, Deshun Yang, Xiaoshuo Xu

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Audio Feature Learning with Triplet-Based Embedding Network.

Xiaoyu Qi, Deshun Yang, Xiaoou Chen

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Robust sound event classification by using denoising autoencoder.

Jianchao Zhou, Liqun Peng, Xiaoou Chen, Deshun Yang

Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

Two-layer large-scale cover song identification system based on music structure segmentation.

Kang Cai, Deshun Yang, Xiaoou Chen

Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

2015

Audio event recognition based on DBN features from multiple filter-bank representations.

Feng Guo, Xiaoou Chen, Deshun Yang

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

PKU-AIPL' Solution for MediaEval 2015 Emotion in Music Task.

Kang Cai, Wanyi Yang, Yao Cheng, Deshun Yang, Xiaoou Chen

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Using Deep Belief Network to Capture Temporal Information for Audio Event Classification.

Feng Guo, Deshun Yang, Xiaoou Chen

Proceedings of the 2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2015

Music identification based on music word model.

Wanyi Yang, Deshun Yang, Xiaoou Chen, Haiqian He

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

2014

Smoke Detection Based on a Semi-supervised Clustering Model.

Haiqian He, Liqun Peng, Deshun Yang, Xiaoou Chen

Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Beatsens' Solution for MediaEval 2014 Emotion in Music Task.

Wanyi Yang, Kang Cai, Bin Wu, Ying Wang, Xiaoou Chen, Deshun Yang, Andrew Horner

Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Efficient music identification by utilizing space-saving audio fingerprinting system.

Guang Yang, Xiaoou Chen, Deshun Yang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Multi-person tracking-by-detection with local particle filtering and global occlusion handling.

Yaowen Guan, Xiaoou Chen, Deshun Yang, Yuqian Wu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Multi frame size feature extraction for acoustic event detection.

Liqun Peng, Deshun Yang, Xiaoou Chen

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

2013

Exploration of Music Emotion Recognition Based on MIDI.

Yi Lin, Xiaoou Chen, Deshun Yang

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

A two-layer model for music pleasure regression.

Xing Wang, Yuqian Wu, Xiaoou Chen, Deshun Yang

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Enhance popular music emotion regression by importing structure information.

Xing Wang, Yuqian Wu, Xiaoou Chen, Deshun Yang

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

2011

Music Emotion Classification of Chinese Songs based on Lyrics Using TF*IDF and Rhyme.

Xing Wang, Xiaoou Chen, Deshun Yang, Yuqian Wu

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

2010

Boosting for Multi-Modal Music Emotion Classification.

Qi Lu, Xiaoou Chen, Deshun Yang, Jun Wang

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Enriching music mood annotation by semantic association reasoning.

Jun Wang, Xavier Anguera, Xiaoou Chen, Deshun Yang

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

2009

Lyric-based Song Emotion Detection with Affective Lexicon and Fuzzy Clustering Method.

Yajie Hu, Xiaoou Chen, Deshun Yang

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009