Title
Domain-Aware Dynamic Networks Tianyuan Zhang Bichen Wu Xin Wang Joseph E. Gonzalez Kurt Keutzer 22 6 0 26 Nov 2019
Structured Multi-Hashing for Model Compression Elad Eban Yair Movshovitz-Attias Hao Wu Mark Sandler Andrew Poon Yerlan Idelbayev M. A. Carreira-Perpiñán 9 18 0 25 Nov 2019
Radius Adaptive Convolutional Neural Network Meisam Rakhshanfar 20 0 0 25 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search Xukai Xie Yuan Zhou S. Kung 17 34 0 24 Nov 2019
Design and Experiments with a Robot-Driven Underwater Holographic Microscope for Low-Cost In Situ Particle Measurements K. Mallery Dario J. Canelón Jiarong Hong Nikolaos Papanikolopoulos 14 10 0 22 Nov 2019
HybridNetSeg: A Compact Hybrid Network for Retinal Vessel Segmentation Ling Luo Dingyu Xue Xinglong Feng 14 2 0 22 Nov 2019
Adversarial Examples Improve Image Recognition Cihang Xie Mingxing Tan Boqing Gong Jiang Wang Alan Yuille Quoc V. Le AAML 30 564 0 21 Nov 2019
Search to Distill: Pearls are Everywhere but not the Eyes Yu Liu Xuhui Jia Mingxing Tan Raviteja Vemulapalli Yukun Zhu Bradley Green Xiaogang Wang 24 67 0 20 Nov 2019
EfficientDet: Scalable and Efficient Object Detection Mingxing Tan Ruoming Pang Quoc V. Le 9 4,943 0 20 Nov 2019
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder Hyojin Park Lars Lowe Sjösund Y. Yoo Nicolas Monet Jihwan Bang Nojun Kwak SSeg 22 23 0 20 Nov 2019
Dual Reconstruction with Densely Connected Residual Network for Single Image Super-Resolution Chih-Chung Hsu Chia-Hsiang Lin SupR 6 10 0 20 Nov 2019
DRNet: Dissect and Reconstruct the Convolutional Neural Network via Interpretable Manners Xiaolong Hu Zhulin An Chuanguang Yang Hui Zhu Kaiqiang Xu Yongjun Xu 7 3 0 20 Nov 2019
Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition Bing Xu Andrew Tulloch Yunpeng Chen Xiaomeng Yang Lin Qiao 16 4 0 19 Nov 2019
ISP4ML: Understanding the Role of Image Signal Processing in Efficient Deep Learning Vision Systems Patrick Hansen Alexey Vilkin Yu. V. Khrustalev J. Imber David Hanwell Matthew Mattina P. Whatmough VLM 9 10 0 18 Nov 2019
Fine-Grained Neural Architecture Search Heewon Kim Seokil Hong Bohyung Han Heesoo Myeong Kyoung Mu Lee AI4CE 14 13 0 18 Nov 2019
Any-Precision Deep Neural Networks Haichao Yu Haoxiang Li Humphrey Shi Thomas S. Huang G. Hua MQ 20 63 0 17 Nov 2019
Iteratively Training Look-Up Tables for Network Quantization Fabien Cardinaux Stefan Uhlich K. Yoshiyama Javier Alonso García Lukas Mauch Stephen Tiedemann Thomas Kemp Akira Nakamura MQ 27 16 0 12 Nov 2019
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results Kai Zhang Shuhang Gu Radu Timofte Zheng Hui Xiumei Wang ... Y. Niu Peijin Zhuo Xiangzhen Kong Long Sun Wenhao Wang SupR 28 53 0 04 Nov 2019
Eye Semantic Segmentation with a Lightweight Model V. Huynh Soohyung Kim Gueesang Lee Hyung-Jeong Yang VLM 3DV 23 14 0 04 Nov 2019
Ternary MobileNets via Per-Layer Hybrid Filter Banks Dibakar Gope Jesse G. Beu Urmish Thakker Matthew Mattina MQ 24 15 0 04 Nov 2019
On-Device Machine Learning: An Algorithms and Learning Theory Perspective Sauptik Dhar Junyao Guo Jiayi Liu S. Tripathi Unmesh Kurup Mohak Shah 17 141 0 02 Nov 2019
Decomposable-Net: Scalable Low-Rank Compression for Neural Networks A. Yaguchi Taiji Suzuki Shuhei Nitta Y. Sakata A. Tanizawa 19 9 0 29 Oct 2019
Fast Hardware-Aware Neural Architecture Search Li Lyna Zhang Yuqing Yang Yuhang Jiang Wenwu Zhu Yunxin Liu 3DV 20 0 0 25 Oct 2019
Animal Detection in Man-made Environments Abhineet Singh M. Pietrasik Gabriell Natha Nehla Ghouaiel Ken Brizel Nilanjan Ray 22 28 0 24 Oct 2019
Tiny Video Networks A. Piergiovanni A. Angelova Michael S. Ryoo 20 46 0 15 Oct 2019
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 18 605 0 10 Oct 2019
EdgeCNN: Convolutional Neural Network Classification Model with small inputs for Edge Computing Shunzhi Yang Zheng Gong Kai Ye Yungen Wei Zheng Huang Zhenhua Huang 21 12 0 30 Sep 2019
A Dual Camera System for High Spatiotemporal Resolution Video Acquisition Ming Cheng Zhan Ma M. Salman Asif Yiling Xu Haojie Liu Wenbo Bao Jun Sun 30 21 0 28 Sep 2019
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution Taojiannan Yang Sijie Zhu Cheng Chen Shen Yan Mi Zhang Andrew Willis OOD 17 74 0 27 Sep 2019
Model Pruning Enables Efficient Federated Learning on Edge Devices Yuang Jiang Shiqiang Wang Victor Valls Bongjun Ko Wei-Han Lee Kin K. Leung Leandros Tassiulas 30 444 0 26 Sep 2019
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems Xiaofan Zhang Haoming Lu Cong Hao Jiachen Li Bowen Cheng ... Jinjun Xiong Thomas Huang Humphrey Shi Wen-mei W. Hwu Deming Chen 39 92 0 20 Sep 2019
Boosting Real-Time Driving Scene Parsing with Shared Semantics Zhenzhen Xiang Anbo Bao Jie Li Jianbo Su SSeg 29 6 0 16 Sep 2019
Street Crossing Aid Using Light-weight CNNs for the Visually Impaired Samuel Yu Heon Lee Jung Hoon Kim 9 16 0 14 Sep 2019
Non-discriminative data or weak model? On the relative importance of data and model resolution Mark Sandler Jonathan Baccash A. Zhmoginov Andrew G. Howard 16 31 0 07 Sep 2019
Linear Context Transform Block D. Ruan Jun Wen Nenggan Zheng Min Zheng ViT 19 22 0 06 Sep 2019
Finite size corrections for neural network Gaussian processes J. Antognini BDL 14 29 0 27 Aug 2019
Once-for-All: Train One Network and Specialize it for Efficient Deployment Han Cai Chuang Gan Tianzhe Wang Zhekai Zhang Song Han OOD 28 1,258 0 26 Aug 2019
SeesawFaceNets: sparse and robust face verification model for mobile platform Jintao Zhang 3DH CVBM 33 9 0 24 Aug 2019
Efficient Deep Neural Networks Bichen Wu 20 12 0 20 Aug 2019
SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search Xiangxiang Chu Bo-Wen Zhang Qingyuan Li Ruijun Xu Xudong Li 18 24 0 16 Aug 2019
SqueezeNAS: Fast neural architecture search for faster semantic segmentation Albert Eaton Shaw D. Hunter F. Iandola Sammy Sidhu SSeg 21 73 0 05 Aug 2019
MoGA: Searching Beyond MobileNetV3 Xiangxiang Chu Bo-Wen Zhang Ruijun Xu 27 42 0 04 Aug 2019
Attentive Normalization Xilai Li Wei Sun Tianfu Wu OOD ViT 28 31 0 04 Aug 2019
Highlight Every Step: Knowledge Distillation via Collaborative Teaching Haoran Zhao Xin Sun Junyu Dong Changrui Chen Zihe Dong 11 57 0 23 Jul 2019
MixConv: Mixed Depthwise Convolutional Kernels Mingxing Tan Quoc V. Le 27 374 0 22 Jul 2019
Single Image based Head Pose Estimation with Spherical Parameterization and 3D Morphing Hui Yuan Mengyu Li Junhui Hou Jimin Xiao 3DH 15 30 0 22 Jul 2019
S&CNet: Monocular Depth Completion for Autonomous Systems and 3D Reconstruction Lei Zhang Weihai Chen Chao Hu Xingming Wu Zhengguo Li 3DPC 3DV MDE 13 0 0 13 Jul 2019
And the Bit Goes Down: Revisiting the Quantization of Neural Networks Pierre Stock Armand Joulin Rémi Gribonval Benjamin Graham Hervé Jégou MQ 29 149 0 12 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Yujun Lin Song Han 3DPC 41 660 0 08 Jul 2019
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search Xiangxiang Chu Bo-Wen Zhang Ruijun Xu 13 331 0 03 Jul 2019