2 citations · 4 across the 3 of their papers we have counts for
4 papers
A Survey of Lottery Ticket Hypothesis
Bohan Liu, Zijie Zhang, Peixiong He +6
The Lottery Ticket Hypothesis (LTH) states that a dense neural network model contains a highly sparse subnetwork (i.e., winning tickets) that can achieve even better performance th…
Dynamic Graph Representation Learning for Depression Screening with Transformer
Ai-Te Kuo, Haiquan Chen, Yu-Hsuan Kuo +1
Early detection of mental disorder is crucial as it enables prompt intervention and treatment, which can greatly improve outcomes for individuals suffering from debilitating mental…
Rethinking Graph Lottery Tickets: Graph Sparsity Matters
Bo Hui, Da Yan, Xiaolong Ma +1
Lottery Ticket Hypothesis (LTH) claims the existence of a winning ticket (i.e., a properly pruned sub-network together with original weight initialization) that can achieve competi…
Multi-modal Transformer Path Prediction for Autonomous Vehicle
Chia Hong Tseng, Jie Zhang, Min-Te Sun +2
Reasoning about vehicle path prediction is an essential and challenging problem for the safe operation of autonomous driving systems. There exist many research works for path predi…