3 citations · 4 across the 7 of their papers we have counts for
7 papers
LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance Music
Xinyu Li
Music information retrieval (MIR) has gone through an explosive development with the advancement of deep learning in recent years. However, music genres like electronic dance music…
Implementing arbitrary quantum operations via quantum walks on a cycle graph
Jia-Yi Lin, Xin-Yu Li, Yu-Hao Shao +2
The quantum circuit model is the most commonly used model for implementing quantum computers and quantum neural networks whose essential tasks are to realize certain unitary operat…
Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens
Yuxiao Chen, Jianbo Yuan, Yu Tian +5
Contrastive learning-based vision-language pre-training approaches, such as CLIP, have demonstrated great success in many vision-language tasks. These methods achieve cross-modal a…
CAT: Causal Audio Transformer for Audio Classification
Xiaoyu Liu, Hanlin Lu, Jianbo Yuan +1
The attention-based Transformers have been increasingly applied to audio classification because of their global receptive field and ability to handle long-term dependency. However,…
Nearest-Neighbor Inter-Intra Contrastive Learning from Unlabeled Videos
David Fan, Deyu Yang, Xinyu Li +2
Contrastive learning has recently narrowed the gap between self-supervised and supervised methods in image and video domain. State-of-the-art video contrastive learning methods suc…
A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect Detection
Chen Sun, Liang Gao, Xinyu Li +1
Surface defect detection is one of the most essential processes for industrial quality inspection. Deep learning-based surface defect detection methods have shown great potential.…