2 papers
cs.CV2020
Human-centric Spatio-Temporal Video Grounding With Visual Transformers
Zongheng Tang, Yue Liao, Si Liu +5
In this work, we introduce a novel task - Humancentric Spatio-Temporal Video Grounding (HC-STVG). Unlike the existing referring expression tasks in images or videos, by focusing on…
cs.LG2020
Robustness-aware 2-bit quantization with real-time performance for neural network
Xiaobin Li, Hongxu Jiang, Shuangxi Huang +1
Quantized neural network (NN) with a reduced bit precision is an effective solution to reduces the computational and memory resource requirements and plays a vital role in machine…