Title
Extending Label Smoothing Regularization with Self-Knowledge Distillation Jiyue Wang Pei Zhang Wenjie Pang Jie Li 6 0 0 11 Sep 2020
Activate or Not: Learning Customized Activation Ningning Ma Xinming Zhang Ming Liu Jian Sun 22 114 0 10 Sep 2020
S3NAS: Fast NPU-aware Neural Architecture Search Methodology Jaeseong Lee Duseok Kang S. Ha 35 10 0 04 Sep 2020
DARTS-: Robustly Stepping out of Performance Collapse Without Indicators Xiangxiang Chu Xiaoxing Wang Bo-Wen Zhang Shun Lu Xiaolin K. Wei Junchi Yan 9 161 0 02 Sep 2020
Iris Liveness Detection Competition (LivDet-Iris) -- The 2020 Edition Priyanka Das Joseph McGrath Zhaoyuan Fang Aidan Boyd Ganghee Jang ... Fadi Boutros Arjan Kuijper Renu Sharma Cunjian Chen Arun Ross VLM 15 40 0 01 Sep 2020
Recognition Oriented Iris Image Quality Assessment in the Feature Space Leyuan Wang Kunbo Zhang Min Ren Yunlong Wang Zhenan Sun CVBM 9 3 0 01 Sep 2020
Moderately Supervised Learning: Definition, Framework and Generality Yongquan Yang OffRL 21 3 0 27 Aug 2020
OpenBot: Turning Smartphones into Robots Matthias Muller V. Koltun 11 20 0 24 Aug 2020
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition Zitong Yu Benjia Zhou Jun Wan Pichao Wang Haoyu Chen Xin Liu Stan Z. Li Guoying Zhao 3DPC 27 88 0 21 Aug 2020
Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded Platform Shijie Li Xieyuanli Chen Yun-Hai Liu Dengxin Dai C. Stachniss Juergen Gall 3DPC 26 78 0 20 Aug 2020
Learning Connectivity of Neural Networks from a Topological Perspective Kun Yuan Quanquan Li Jing Shao Junjie Yan 14 3 0 19 Aug 2020
Discovering Multi-Hardware Mobile Models via Architecture Search Grace Chu Okan Arikan Gabriel Bender Weijun Wang Achille Brighton Pieter-Jan Kindermans Hanxiao Liu Berkin Akin Suyog Gupta Andrew G. Howard MQ 23 16 0 18 Aug 2020
Cascaded channel pruning using hierarchical self-distillation Roy Miles K. Mikolajczyk 24 7 0 16 Aug 2020
Can weight sharing outperform random architecture search? An investigation with TuNAS Gabriel Bender Hanxiao Liu Bo Chen Grace Chu Shuyang Cheng Pieter-Jan Kindermans Quoc V. Le OOD 10 121 0 13 Aug 2020
Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network Anh-Huy Phan Konstantin Sobolev Konstantin Sozykin Dmitry Ermilov Julia Gusak P. Tichavský Valeriy Glukhov Ivan V. Oseledets A. Cichocki BDL 24 128 0 12 Aug 2020
TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search Yibo Hu Xiang Wu Ran He 10 45 0 12 Aug 2020
PROFIT: A Novel Training Method for sub-4-bit MobileNet Models Eunhyeok Park S. Yoo MQ 8 84 0 11 Aug 2020
NASB: Neural Architecture Search for Binary Convolutional Neural Networks Baozhou Zhu Zaid Al-Ars P. Hofstee MQ 24 23 0 08 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 41 108 0 04 Aug 2020
The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study Xiyang Luo Hossein Talebi Feng Yang Michael Elad P. Milanfar 23 38 0 03 Aug 2020
Cassandra: Detecting Trojaned Networks from Adversarial Perturbations Xiaoyu Zhang Ajmal Mian Rohit Gupta Nazanin Rahnavard M. Shah AAML 30 26 0 28 Jul 2020
Split Computing for Complex Object Detectors: Challenges and Preliminary Results Yoshitomo Matsubara Marco Levorato 43 24 0 27 Jul 2020
HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images Sachin Mehta Ximing Lu D. Weaver J. Elmore Hannaneh Hajishirzi Linda G. Shapiro 23 5 0 25 Jul 2020
WeightNet: Revisiting the Design Space of Weight Networks Ningning Ma Xinming Zhang Jiawei Huang Jian Sun 16 106 0 23 Jul 2020
TinyTL: Reduce Activations, Not Trainable Parameters for Efficient On-Device Learning Han Cai Chuang Gan Ligeng Zhu Song Han 21 51 0 22 Jul 2020
NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search Zhichao Lu Kalyanmoy Deb E. Goodman W. Banzhaf Vishnu Naresh Boddeti 26 144 0 20 Jul 2020
MCUNet: Tiny Deep Learning on IoT Devices Ji Lin Wei-Ming Chen Yujun Lin J. Cohn Chuang Gan Song Han 59 475 0 20 Jul 2020
HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs H. Habi Roy H. Jennings Arnon Netzer MQ 29 65 0 20 Jul 2020
Survey on Deep Learning-based Kuzushiji Recognition K. Ueki Tomoka Kojima 9 4 0 19 Jul 2020
Resolution Switchable Networks for Runtime Efficient Image Recognition Yikai Wang F. Sun Duo Li Anbang Yao 36 25 0 19 Jul 2020
Learning to Learn Parameterized Classification Networks for Scalable Input Images Duo Li Anbang Yao Qifeng Chen 22 11 0 13 Jul 2020
Accuracy Prediction with Non-neural Model for Neural Architecture Search Renqian Luo Xu Tan Rui Wang Tao Qin Enhong Chen Tie-Yan Liu 8 14 0 09 Jul 2020
GOLD-NAS: Gradual, One-Level, Differentiable Kaifeng Bi Lingxi Xie Xin Chen Longhui Wei Qi Tian OOD AI4CE 22 42 0 07 Jul 2020
Discretization-Aware Architecture Search Yunjie Tian Chang-rui Liu Lingxi Xie Jianbin Jiao QiXiang Ye 12 31 0 07 Jul 2020
Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones V. Parmar Narayani Bhatia Shubham Negi Manan Suri SSeg 17 9 0 06 Jul 2020
Rethinking Bottleneck Structure for Efficient Mobile Network Design Zhou Daquan Qibin Hou Yunpeng Chen Jiashi Feng Shuicheng Yan 26 197 0 05 Jul 2020
Low-Power Object Counting with Hierarchical Neural Networks Abhinav Goel Caleb Tung Sarah Aghajanzadeh Isha Ghodgaonkar Shreya Ghosh George K. Thiruvathukal Yung-Hsiang Lu 8 9 0 02 Jul 2020
Rethinking Channel Dimensions for Efficient Model Design Dongyoon Han Sangdoo Yun Byeongho Heo Y. Yoo 3DV 19 83 0 02 Jul 2020
Go Wide, Then Narrow: Efficient Training of Deep Thin Networks Denny Zhou Mao Ye Chen Chen Tianjian Meng Mingxing Tan Xiaodan Song Quoc V. Le Qiang Liu Dale Schuurmans 6 19 0 01 Jul 2020
Testing match-3 video games with Deep Reinforcement Learning Nicholas Napolitano 8 3 0 30 Jun 2020
Asymmetric metric learning for knowledge transfer Mateusz Budnik Yannis Avrithis 19 35 0 29 Jun 2020
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures Yawei Li Wen Li Martin Danelljan Peng Sun Shuhang Gu Luc Van Gool Radu Timofte 32 18 0 29 Jun 2020
MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation Jun Liu Qing Li Rui Cao Wenming Tang Guoping Qiu MDE 27 35 0 27 Jun 2020
Making DensePose fast and light Ruslan Rakhimov Emil Bogomolov A. Notchenko Fung Mao Alexey Artemov Denis Zorin Evgeny Burnaev CVBM 3DH 14 5 0 26 Jun 2020
Neural Architecture Design for GPU-Efficient Networks Ming Lin Hesen Chen Xiuyu Sun Qi Qian Hao Li R. L. Jin GNN 34 20 0 24 Jun 2020
Time for a Background Check! Uncovering the impact of Background Features on Deep Neural Networks Vikash Sehwag Rajvardhan Oak M. Chiang Prateek Mittal FAtt 20 7 0 24 Jun 2020
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks Eugene Lee Chen-Yi Lee 6 14 0 23 Jun 2020
DO-Conv: Depthwise Over-parameterized Convolutional Layer Jinming Cao Yangyan Li Mingchao Sun Ying Chen Dani Lischinski Daniel Cohen-Or Baoquan Chen Changhe Tu OOD 33 165 0 22 Jun 2020
Sparse GPU Kernels for Deep Learning Trevor Gale Matei A. Zaharia C. Young Erich Elsen 17 227 0 18 Jun 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 25 48 0 18 Jun 2020