Accelerating Deep Learning with Fixed Time Budget

3 October 2024

Papers citing "Accelerating Deep Learning with Fixed Time Budget"

14 / 14 papers shown

Title
Curriculum for Crowd Counting -- Is it Worthy? Muhammad Asif Khan Hamid Menouar R. Hamila 48 1 0 15 Jan 2024
CLIP: Train Faster with Less Data Muhammad Asif Khan R. Hamila Hamid Menouar VLM 59 5 0 02 Dec 2022
DroneNet: Crowd Density Estimation using Self-ONNs for Drones Muhammad Asif Khan Hamid Menouar R. Hamila 39 5 0 14 Nov 2022
Revisiting Crowd Counting: State-of-the-art, Trends, and Future Perspectives Muhammad Asif Khan Hamid Menouar R. Hamila HAI 66 57 0 14 Sep 2022
Deep Learning on a Data Diet: Finding Important Examples Early in Training Mansheej Paul Surya Ganguli Gintare Karolina Dziugaite 105 456 0 15 Jul 2021
Learning Error-Driven Curriculum for Crowd Counting Wenxi Li Zhuoqun Cao Qian Wang Songjian Chen Rui Feng 51 7 0 19 Jul 2020
Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints Mengtian Li Ersin Yumer Deva Ramanan 63 48 0 12 May 2019
On The Power of Curriculum Learning in Training Deep Networks Guy Hacohen D. Weinshall ODL 68 442 0 07 Apr 2019
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images Sheng Guo Weilin Huang Haozhi Zhang Chenfan Zhuang Dengke Dong Matthew R. Scott Dinglong Huang SSL 58 343 0 03 Aug 2018
Visualizing the Feature Importance for Black Box Models Giuseppe Casalicchio Christoph Molnar B. Bischl FAtt 38 183 0 18 Apr 2018
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes Yuhong Li Xiaofan Zhang Deming Chen 125 1,334 0 27 Feb 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 169 19,204 0 13 Jan 2018
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 139 7,465 0 24 Feb 2016
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 397 43,589 0 17 Sep 2014