activity
20182023
most citedMELONS: generating melody with long-term structure using transformers and structure graph

7 citations · 11 across the 7 of their papers we have counts for

collaborators

7 papers

cs.HC2023

BrickPal: Augmented Reality-based Assembly Instructions for Brick Models

Yao Shi, Xiaofeng Zhang, Ran zhang +4

The assembly instruction is a mandatory component of Lego-like brick sets.The conventional production of assembly instructions requires a considerable amount of manual fine-tuning,…

cs.LG2022

Counterbalancing Teacher: Regularizing Batch Normalized Models for Robustness

Saeid Asgari Taghanaki, Ali Gholami, Fereshte Khani +4

Batch normalization (BN) is a ubiquitous technique for training deep neural networks that accelerates their convergence to reach higher accuracy. However, we demonstrate that BN co…

cs.SD2021★ 7 cited

MELONS: generating melody with long-term structure using transformers and structure graph

Yi Zou, Pei Zou, Yi Zhao +3

The creation of long melody sequences requires effective expression of coherent musical structure. However, there is no clear representation of musical structure. Recent works on m…

cs.RO2021

Learning-Based Strategy Design for Robot-Assisted Reminiscence Therapy Based on a Developed Model for People with Dementia

Fengpei Yuan, Ran Zhang, Dania Bilal +1

In this paper, the robot-assisted Reminiscence Therapy (RT) is studied as a psychosocial intervention to persons with dementia (PwDs). We aim at a conversation strategy for the rob…

cs.RO2021

A Simulated Experiment to Explore Robotic Dialogue Strategies for People with Dementia

Fengpei Yuan, Amir Sadovnik, Ran Zhang +4

People with Alzheimer's disease and related dementias (ADRD) often show the problem of repetitive questioning, which brings a great burden on persons with ADRD (PwDs) and their car…

cs.CV2020★ 4 cited

RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers

Saeid Asgari Taghanaki, Jieliang Luo, Ran Zhang +3

The 3D deep learning community has seen significant strides in pointcloud processing over the last few years. However, the datasets on which deep models have been trained have larg…

cs.CL2018

Dropout during inference as a model for neurological degeneration in an image captioning network

Bai Li, Ran Zhang, Frank Rudzicz

We replicate a variation of the image captioning architecture by Vinyals et al. (2015), then introduce dropout during inference mode to simulate the effects of neurodegenerative di…