WebChanglin Li, GuangrunWang, BingWang, Xiaodan Liang, Zhihui Li, and Xiaojun Chang. 2024. Dynamic Slimmable Network. arXiv:2103.13258 (cs.CV) Google Scholar; Qiufu Li, Linlin Shen, Sheng Guo, and Zhihui Lai. 2024. Wavelet Integrated CNNs for Noise-Robust Image Classification. In IEEE/CVF Conference on Computer Vision and Pattern … WebSep 11, 2024 · In this work, we are interested in jointly optimizing the network widths and network weights. Ultimately, when evaluating the performance of a slimmable neural network, we care about the trade-off curve between multiple objectives, e.g., theoretical speedup and accuracy.This trade-off curve is formed by evaluating the two objectives at …
Prof Xiaojun Chang
Web1. Cai Z Fan Q Feris RS Vasconcelos N Leibe B Matas J Sebe N Welling M A unified multi-scale deep convolutional neural network for fast object detection Computer Vision – ECCV 2016 2016 Cham Springer 354 370 10.1007/978-3-319-46493-0_22 Google Scholar; 2. Cai, Z., Vasconcelos, N.: Cascade R-CNN: delving into high quality object detection. In: … WebOct 20, 2024 · Dynamic Network. Dynamic networks are a family of networks with input dependent structures or parameters derived from dynamic branches . For classical convolutional networks, this can be done by using input-dependent rather than static filters [4, 14, 15, 17, 29, 31] or reweighing features spatially or in a channel-wise manner [10, … rc62 slip online
Dynamic Slimmable Network - openaccess.thecvf.com
WebDynamic Slimmable Network (DS-Net) This repository contains PyTorch code of our paper: Dynamic Slimmable Network (CVPR 2024 Oral). Architecture of DS-Net. The … WebLatency Table Legend: Percentage over baseline < 10%: 10-25% WebDynamic Slimmable Network Changlin Li1 Guangrun Wang2 Bing Wang3 Xiaodan Liang4 Zhihui Li5 Xiaojun Chang1 1 GORSE Lab, Dept. of DSAI, Monash University 2 Univeristy … sims 4 kelsey impicciche mods