Title
ConvMLP: Hierarchical Convolutional MLPs for Vision Jiachen Li Ali Hassani Steven Walton Humphrey Shi 43 66 0 09 Sep 2021
FIDNet: LiDAR Point Cloud Semantic Segmentation with Fully Interpolation Decoding Yiming Zhao Lin Bai Xinming Huang 3DV 3DPC 33 55 0 08 Sep 2021
Application of Ghost-DeblurGAN to Fiducial Marker Detection Yibo Liu Amaldev Haridevan Hunter Schofield J. Shan 30 10 0 08 Sep 2021
PP-OCRv2: Bag of Tricks for Ultra Lightweight OCR System Yuning Du Chenxia Li Ruoyu Guo Cheng Cui Weiwei Liu ... Yehua Yang Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma 19 66 0 07 Sep 2021
BioNetExplorer: Architecture-Space Exploration of Bio-Signal Processing Deep Neural Networks for Wearables B. Prabakaran Asima Akhtar Semeen Rehman Osman Hasan Mohamed Bennai 19 9 0 07 Sep 2021
Training Meta-Surrogate Model for Transferable Adversarial Attack Yunxiao Qin Yuanhao Xiong Jinfeng Yi Cho-Jui Hsieh AAML 30 18 0 05 Sep 2021
Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study Xuhong Li Haoyi Xiong Siyu Huang Shilei Ji Dejing Dou 39 10 0 02 Sep 2021
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation Guangwei Gao Guoan Xu Juncheng Li Yi Yu Huimin Lu Jian Yang 33 74 0 02 Sep 2021
Searching for Efficient Multi-Stage Vision Transformers Yi-Lun Liao S. Karaman Vivienne Sze ViT 26 19 0 01 Sep 2021
Architecture Aware Latency Constrained Sparse Neural Networks Tianli Zhao Qinghao Hu Xiangyu He Weixiang Xu Jiaxing Wang Cong Leng Jian Cheng 46 0 0 01 Sep 2021
Quantized Convolutional Neural Networks Through the Lens of Partial Differential Equations Ido Ben-Yair Gil Ben Shalom Moshe Eliasof Eran Treister MQ 47 5 0 31 Aug 2021
Exploring and Improving Mobile Level Vision Transformers Pengguang Chen Yixin Chen Shu Liu Ming-Hsuan Yang Jiaya Jia ViT 29 4 0 30 Aug 2021
Robust High-Resolution Video Matting with Temporal Guidance Shanchuan Lin Linjie Yang Imran Saleemi Soumyadip Sengupta 3DH VOS 19 149 0 25 Aug 2021
Design and Scaffolded Training of an Efficient DNN Operator for Computer Vision on the Edge Vinod Ganesan Pratyush Kumar 45 2 0 25 Aug 2021
Lightweight Monocular Depth with a Novel Neural Architecture Search Method Lam Huynh Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä 34 10 0 25 Aug 2021
Training and Profiling a Pediatric Emotion Recognition Classifier on Mobile Devices Agnik Banerjee Peter Washington Cezmi Mutlu A. Kline Dennis Paul Wall 34 11 0 22 Aug 2021
Supervised Compression for Resource-Constrained Edge Computing Systems Yoshitomo Matsubara Ruihan Yang Marco Levorato Stephan Mandt 32 58 0 21 Aug 2021
An Information Theory-inspired Strategy for Automatic Network Pruning Xiawu Zheng Yuexiao Ma Teng Xi Gang Zhang Errui Ding Yuchao Li Jie Chen Yonghong Tian Rongrong Ji 54 13 0 19 Aug 2021
An Attention Module for Convolutional Neural Networks Zhu Baozhou P. Hofstee Jinho Lee Zaid Al-Ars 22 24 0 18 Aug 2021
Adaptive Convolutions with Per-pixel Dynamic Filter Atom Ze Wang Zichen Miao Jun Hu Qiang Qiu 30 16 0 17 Aug 2021
Towards Efficient and Data Agnostic Image Classification Training Pipeline for Embedded Systems K. Prokofiev V. Sovrasov 3DH 24 2 0 16 Aug 2021
Probeable DARTS with Application to Computational Pathology Sheyang Tang Mahdi S. Hosseini Lina Chen Sonal Varma C. Rowsell S. Damaskinos Konstantinos N. Plataniotis Zhou Wang 36 3 0 16 Aug 2021
FOX-NAS: Fast, On-device and Explainable Neural Architecture Search Chia-Hsiang Liu Yu-Shin Han Yuan-Yao Sung Yi Lee Hung-Yueh Chiang Kai-Chiang Wu 27 11 0 14 Aug 2021
SIAM: Chiplet-based Scalable In-Memory Acceleration with Mesh for Deep Neural Networks Gokul Krishnan Sumit K. Mandal Manvitha Pannala C. Chakrabarti Jae-sun Seo Ümit Y. Ogras Yu Cao 31 41 0 14 Aug 2021
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search C. Termritthikun Yeshi Jamtsho Jirarat Ieamsaard P. Muneesawang Ivan Lee 22 45 0 13 Aug 2021
Mobile-Former: Bridging MobileNet and Transformer Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu ViT 183 477 0 12 Aug 2021
MicroNet: Improving Image Recognition with Extremely Low FLOPs Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Lei Zhang Nuno Vasconcelos 35 78 0 12 Aug 2021
m-RevNet: Deep Reversible Neural Networks with Momentum Duo Li Shangqi Gao 36 5 0 12 Aug 2021
RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality? Yuki Tatsunami Masato Taki 42 12 0 09 Aug 2021
Two-stream Convolutional Networks for Multi-frame Face Anti-spoofing Zhuoyi Zhang Cheng Jiang Xiya Zhong Chang Song Yifeng Zhang CVBM PICV 21 4 0 09 Aug 2021
NASOA: Towards Faster Task-oriented Online Fine-tuning with a Zoo of Models Hang Xu Ning Kang Gengwei Zhang Chuanlong Xie Xiaodan Liang Zhenguo Li OnRL 39 7 0 07 Aug 2021
Computation and Communication Co-Design for Real-Time Monitoring and Control in Multi-Agent Systems Vishrant Tripathi Luca Ballotta Luca Carlone E. Modiano 32 10 0 06 Aug 2021
Learning to Rank Ace Neural Architectures via Normalized Discounted Cumulative Gain Yuge Zhang Quan Zhang Li Zhang Yaming Yang Chenqian Yan Xiaotian Gao Yuqing Yang 57 0 0 06 Aug 2021
Rapid Elastic Architecture Search under Specialized Classes and Resource Constraints Jing Liu Bohan Zhuang Mingkui Tan Xu Liu Dinh Q. Phung Yuanqing Li Jianfei Cai 35 0 0 03 Aug 2021
Developing a Compressed Object Detection Model based on YOLOv4 for Deployment on Embedded GPU Platform of Autonomous System Issac Sim Junho Lim Young-Wan Jang Jihwan You Seontaek Oh Young-Keun Kim 31 7 0 01 Aug 2021
Greedy Network Enlarging Chuanjian Liu Kai Han An Xiao Yiping Deng Wei Zhang Chunjing Xu Yunhe Wang 18 3 0 31 Jul 2021
On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals Haizhou Shi Youcai Zhang Siliang Tang Wenjie Zhu Yaqian Li Yandong Guo Yueting Zhuang SyDa 42 15 0 30 Jul 2021
Dynamic Neural Network Architectural and Topological Adaptation and Related Methods -- A Survey Lorenz Kummer AI4CE 45 0 0 28 Jul 2021
A Low-Cost Neural ODE with Depthwise Separable Convolution for Edge Domain Adaptation on FPGAs Hiroki Kawakami Hirohisa Watanabe Keisuke Sugiura Hiroki Matsutani 19 4 0 27 Jul 2021
CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows Denis A. Gudovskiy Shun Ishizaka Kazuki Kozuka 25 395 0 27 Jul 2021
On-Device Content Moderation Anchal Pandey Sukumar Moharana D. Mohanty Archit Panwar D. Agarwal S. Thota 27 7 0 25 Jul 2021
Developing efficient transfer learning strategies for robust scene recognition in mobile robotics using pre-trained convolutional neural networks H. Baumgartl Ricardo Buettner 3DPC 59 3 0 23 Jul 2021
Bias Loss for Mobile Neural Networks L. Abrahamyan Valentin Ziatchin Yiming Chen Nikos Deligiannis 20 14 0 23 Jul 2021
Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks A. Zhmoginov D. Bashkirova Mark Sandler KELM 21 2 0 23 Jul 2021
You Better Look Twice: a new perspective for designing accurate detectors with reduced computations Alexandra Dana M. Shutman Yotam Perlitz Ran Vitek Tomer Peleg R. Jevnisek ObjD 22 3 0 21 Jul 2021
A High-Performance Adaptive Quantization Approach for Edge CNN Applications Hsu-Hsun Chin R. Tsay Hsin-I Wu MQ 29 5 0 18 Jul 2021
AutoFL: Enabling Heterogeneity-Aware Energy Efficient Federated Learning Young Geun Kim Carole-Jean Wu 31 85 0 16 Jul 2021
Merging Tasks for Video Panoptic Segmentation Jake Rap Panagiotis Meletis VOS 15 0 0 10 Jul 2021
Mutually-aware Sub-Graphs Differentiable Architecture Search Hao Tan Sheng Guo Yujie Zhong Matthew R. Scott Weilin Huang 56 2 0 09 Jul 2021
Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs Yikang Zhang Zhuo Chen Zhaobai Zhong MoE 36 8 0 08 Jul 2021