58 citations · 89 across the 4 of their papers we have counts for
5 papers
Speech Block Influence: Component-Specific Layer Scoring for Pruning Speech LLMs
Siyu Yao, Du Q. Huynh, Lian Xu +1
Speech LLMs are costly to deploy in resource-constrained settings. Layer pruning can cut this cost, but existing scoring metrics transfer poorly to speech LLMs: they assume a decod…
Scene Gated Social Graph: Pedestrian Trajectory Prediction Based on Dynamic Social Graphs and Scene Constraints
Hao Xue, Du Q. Huynh, Mark Reynolds
Pedestrian trajectory prediction is valuable for understanding human motion behaviors and it is challenging because of the social influence from other pedestrians, the scene constr…
Top-k Socio-Spatial Co-engaged Location Selection for Social Users
Nur Al Hasan Haldar, Jianxin Li, Mohammed Eunus Ali +3
With the advent of location-based social networks, users can tag their daily activities in different locations through check-ins. These check-in locations signify user preferences…
Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories
Hao Xue, Du. Q. Huynh, Mark Reynolds
Pedestrian trajectory prediction is a challenging task as there are three properties of human movement behaviors which need to be addressed, namely, the social influence from other…
Quantum algorithm for visual tracking
Chao-Hua Yu, Fei Gao, Chenghuan Liu +3
Visual tracking (VT) is the process of locating a moving object of interest in a video. It is a fundamental problem in computer vision, with various applications in human-computer…