Pengpeng Shao

Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms

2024 · arXiv (Cornell University)

Human Action Recognition (HAR) stands as a pivotal research domain in both computer vision and artificial intelligence, with RGB cameras dominating as the preferred tool for investigation and innovation in this field. However, in real-world …

DReSS: Data-driven Regularized Structured Streamlining for Large Language Models

2025 · arXiv (Cornell University)

Large language models (LLMs) have achieved significant progress across various domains, but their increasing scale results in high computational and memory costs. Recent studies have revealed that LLMs exhibit sparsity, providing the potential to reduce …