NAS

NAS

• 2021-05-13 Network Architecture Search for Face Enhancement    Rajeev Yasarla, Hamid Reza Vaezi Joze, Vishal M Patel arXiv_CV arXiv_CV  NAS  Enhancement  Recognition  Restoration  Pose  Face  Quantitative  PDF
• 2021-05-13 Neighborhood-Aware Neural Architecture Search    Xiaofang Wang, Shengcao Cao, Mengtian Li, Kris M. Kitani arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-05-13 Compatibility-aware Heterogeneous Visual Search    Rahul Duggal, Hao Zhou, Shuo Yang, Yuanjun Xiong, Wei Xia, Zhuowen Tu, Stefano Soatto arXiv_AI arXiv_AI  NAS  Embedding  Face  PDF
• 2021-05-11 Operation Embeddings for Neural Architecture Search    Michail Chatzianastasis, George Dasoulas, Georgios Siolas, Michalis Vazirgiannis arXiv_AI arXiv_AI  NAS  Embedding  Optimization  Pose  Relation  Attention  PDF
• 2021-05-09 End-to-End Optical Character Recognition for Bengali Handwritten Words    Farisa Benta Safir, Abu Quwsar Ohi, M.F. Mridha, Muhammad Mostafa Monowar, Md. Abdul Hamid arXiv_CV arXiv_CV  NAS  Recognition  OCR  RNN  Optical_Character  Review  Pose  CNN  PDF
• 2021-05-09 Lightweight Image Super-Resolution with Hierarchical and Differentiable Neural Architecture Search    Han Huang, Li Shen, Chaoyang He, Weisheng Dong, Haozhi Huang, Guangming Shi arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Super_Resolution  Pose  PDF
• 2021-05-08 Latency-Controlled Neural Architecture Search for Streaming Speech Recognition    Liqiang He, Shulin Feng, Dan Su, Dong Yu arXiv_SD arXiv_SD  NAS  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-05-05 CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis    Chi-Shiang Wang, Fang-Yi Su, Tsung-Lu Michael Lee, Yi-Shan Tsai, Jung-Hsien Chiang arXiv_CV arXiv_CV  NAS  Segmentation  Recognition  Pose  Detection  Object_Detection  Attention  Medical  CNN  PDF
• 2021-05-03 Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization    Julia Guerrero-Viu, Sven Hauns, Sergio Izquierdo, Guilherme Miotto, Simon Schrodi, Andre Biedenkapp, Thomas Elsken, Difan Deng, Marius Lindauer, Frank Hutter arXiv_AI arXiv_AI  NAS  Optimization  Pose  Deep_Learning  PDF
• 2021-04-29 LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search    Bin Yan, Houwen Peng, Kan Wu, Dong Wang, Jianlong Fu, Huchuan Lu arXiv_CV arXiv_CV  NAS  Tracking  Object_Tracking  PDF
• 2021-04-28 Filter Distribution Templates in Convolutional Networks for Image Classification Tasks    Ramon Izquierdo-Cordova, Walterio Mayol-Cuevas arXiv_CV arXiv_CV  NAS  Classification  CNN  Image_Classification  PDF
• 2021-04-28 Exploring Relational Context for Multi-Task Dense Prediction    David Bruggemann, Menelaos Kanakis, Anton Obukhov, Stamatios Georgoulis, Luc Van Gool arXiv_CV arXiv_CV  NAS  Pose  Relation  Attention  Prediction  PDF
• 2021-04-28 Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding    Yongqi Zhang, Quanming Yao, Lei Chen arXiv_CV arXiv_CV  NAS  Embedding  Knowledge  Knowledge_Graph  Pose  Action  Relation  PDF
• 2021-04-26 HAO: Hardware-aware neural Architecture Optimization for Efficient Inference    Zhen Dong, Yizhao Gao, Qijing Huang, John Wawrzynek, Hayden K.H. So, Kurt Keutzer arXiv_CV arXiv_CV  NAS  Quantization  Optimization  Classification  Image_Classification  Inference  PDF
• 2021-04-23 Bayesian Neural Architecture Search using A Training-Free Performance Metric    Andrés Camero, Hao Wang, Enrique Alba, Thomas Bäck arXiv_AI arXiv_AI  NAS  Optimization  RNN  Pose  Prediction  PDF
• 2021-04-22 Network Space Search for Pareto-Efficient Spaces    Min-Fong Hong, Hao-Yun Chen, Min-Hung Chen, Yu-Syuan Xu, Hsien-Kai Kuo, Yi-Min Tsai, Hung-Jen Chen, Kevin Jou arXiv_AI arXiv_AI  NAS  Knowledge  Pose  PDF
• 2021-04-21 Automating Visual Blockage Classification of Culverts with Deep Learning    Umair Iqbal, Johan Barthelemy, Wanqing Li, Pascal Perez arXiv_CV arXiv_CV  NAS  Classification  Deep_Learning  CNN  PDF
• 2021-04-19 Memory Efficient 3D U-Net with Reversible Mobile Inverted Bottlenecks for Brain Tumor Segmentation    Mihir Pendse, Vithursan Thangarasa, Vitaliy Chiley, Ryan Holmdahl, Joel Hestness, Dennis DeCoste arXiv_CV arXiv_CV  NAS  Segmentation  3D  Pose  CNN  PDF
• 2021-04-19 BM-NAS: Bilevel Multimodal Neural Architecture Search    Yihang Yin, Siyu Huang, Xiang Zhang, Dejing Dou arXiv_CV arXiv_CV  Transformer  NAS  Pose  Attention  PDF
• 2021-04-19 Coarse-to-Fine Searching for Efficient Generative Adversarial Networks    Jiahao Wang, Han Shu, Weihao Xia, Yujiu Yang, Yunhe Wang arXiv_CV arXiv_CV  NAS  Recognition  Optimization  Adversarial  GAN  PDF
• 2021-04-19 Neural Architecture Search for Image Super-Resolution Using Densely Constructed Search Space: DeCoNAS    Joon Young Ahn, Nam Ik Cho arXiv_CV arXiv_CV  NAS  Super_Resolution  CNN  PDF
• 2021-04-15 Quantum Architecture Search via Deep Reinforcement Learning    En-Jui Kuo, Yao-Lung L. Fang, Samuel Yen-Chi Chen arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Optimization  Knowledge  Pose  Attention  PDF
• 2021-04-14 End-to-end Keyword Spotting using Neural Architecture Search and Quantization    David Peter, Wolfgang Roth, Franz Pernkopf arXiv_SD arXiv_SD  NAS  Quantization  Speech  CNN  PDF
• 2021-04-12 Improved Conformer-based End-to-End Speech Recognition Using Neural Architecture Search    Yukun Liu, Ta Li, Pengyuan Zhang, Yonghong Yan arXiv_SD arXiv_SD  Transformer  NAS  Recognition  Speech  Pose  Classification  Speech_Recognition  Image_Classification  PDF
• 2021-04-12 Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search    Kaicheng Yu, Rene Ranftl, Mathieu Salzmann arXiv_CV arXiv_CV  NAS  Regularization  Relation  PDF
• 2021-04-09 TaylorMade VDD: Domain-adaptive Visual Defect Detector for High-mix Low-volume Production of Non-convex Cylindrical Metal Objects    Kyosuke Tashiro, Koji Takeda, Kanji Tanaka, Tomoe Hiroki arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Pose  Detection  Object_Detection  PDF
• 2021-04-09 Combined Depth Space based Architecture Search For Person Re-identification    Hanjun Li, Gaojie Wu, Wei-Shi Zheng arXiv_CV arXiv_CV  NAS  Person_Re-identification  Pose  Action  Classification  Re-identification  Image_Classification  Inference  PDF
• 2021-04-07 Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection    Wanying Ge, Michele Panariello, Jose Patino, Massimiliano Todisco, Nicholas Evans arXiv_SD arXiv_SD  NAS  Gradient_Descent  Pose  Detection  CNN  PDF
• 2021-04-07 Darts-Conformer: Towards Efficient Gradient-Based Neural Architecture Search For End-to-End ASR    Xian Shi, Pan Zhou, Wei Chen, Lei Xie arXiv_SD arXiv_SD  NAS  Knowledge  Pose  Classification  Attention  Image_Classification  Language_Model  PDF
• 2021-04-07 Interpreting A Pre-trained Model Is A Key For Model Architecture Optimization: A Case Study On Wav2Vec 2.0    Liu Chen, Meysam Asgari arXiv_CL arXiv_CL  Transformer  NAS  Optimization  Speech  Pose  Attention  Language_Model  PDF
• 2021-04-06 Searching Efficient Model-guided Deep Network for Image Denoising    Qian Ning, Weisheng Dong, Xin Li, Jinjian Wu, Leida Li, Guangming Shi arXiv_CV arXiv_CV  NAS  Gradient_Descent  Optimization  Pose  Denoising  PDF
• 2021-04-01 One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking    Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling arXiv_CV arXiv_CV  NAS  Pose  Detection  PDF
• 2021-04-01 EfficientNetV2: Smaller Models and Faster Training    Mingxing Tan, Quoc V. Le arXiv_CV arXiv_CV  NAS  Regularization  Pose  CNN  PDF
• 2021-03-31 NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization    Tien-Ju Yang, Yi-Lun Liao, Vivienne Sze arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2021-03-31 Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition    Guangrun Wang, Liang Lin, Rongcong Chen, Guangcong Wang, Jiqi Zhang arXiv_CV arXiv_CV  NAS  Person_Re-identification  Unsupervised  Recognition  Self-Supervised  Classification  Re-identification  Image_Classification  PDF
• 2021-03-30 Differentiable Network Adaption with Elastic Search Space    Shaopeng Guo, Yujie Wang, Kun Yuan, Quanquan Li arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2021-03-30 A resource-efficient method for repeated HPO and NAS problems    Giovanni Zappella, David Salinas, Cédric Archambeau arXiv_AI arXiv_AI  NAS  Transfer_Learning  Pose  PDF
• 2021-03-29 DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation    Yufan He, Dong Yang, Holger Roth, Can Zhao, Daguang Xu arXiv_CV arXiv_CV  NAS  Segmentation  3D  Pose  Medical  PDF
• 2021-03-29 Rethinking Neural Operations for Diverse Tasks    Nicholas Roberts, Mikhail Khodak, Tri Dao, Liam Li, Christopher Ré, Ameet Talwalkar arXiv_AI arXiv_AI  NAS  Classification  Image_Classification  PDF
• 2021-03-26 Visionary: Vision architecture discovery for robot learning    Iretiayo Akinola, Anelia Angelova, Yao Lu, Yevgen Chebotar, Dmitry Kalashnikov, Jacob Varley, Julian Ibarz, Michael S. Ryoo arXiv_CV arXiv_CV  NAS  Pose  Action  Attention  PDF
• 2021-03-26 Rethinking Graph Neural Network Search from Message-passing    Shaofei Cai, Liang Li, Jincan Deng, Beichen Zhang, Zheng-Jun Zha, Li Su, Qingming Huang arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2021-03-25 EfficientTDNN: Efficient Architecture Search for Speaker Recognition in the Wild    Rui Wang, Zhihua Wei, Shouling Ji, Zhen Hong arXiv_AI arXiv_AI  NAS  Embedding  Recognition  Pose  Action  Inference  PDF
• 2021-03-24 Learning Versatile Neural Architectures by Propagating Network Codes    Mingyu Ding, Yuqi Huo, Haoyu Lu, Linjie Yang, Zhe Wang, Zhiwu Lu, Jingdong Wang, Ping Luo arXiv_CV arXiv_CV  NAS  Segmentation  Recognition  3D  Classification  Detection  PDF
• 2021-03-24 MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising    Zexin Lu, Wenjun Xia, Yongqiang Huang, Hongming Shan, Hu Chen, Jiliu Zhou, Yi Zhang arXiv_CV arXiv_CV  NAS  Pose  Denoising  CNN  PDF
• 2021-03-23 Enhanced Gradient for Differentiable Architecture Search    Haichao Zhang, Kuangrong Hao, Lei Gao, Xuesong Tang, Bing Wei arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  PDF
• 2021-03-23 BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search    Changlin Li, Tao Tang, Guangrun Wang, Jiefeng Peng, Bing Wang, Xiaodan Liang, Xiaojun Chang arXiv_CV arXiv_CV  Transformer  NAS  Unsupervised  Recognition  Self-Supervised  Relation  PDF
• 2021-03-22 Prediction of lung and colon cancer through analysis of histopathological images by utilizing Pre-trained CNN models with visualization of class activation and saliency maps    Satvik Garg, Somya Garg arXiv_AI arXiv_AI  NAS  Salient  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-03-22 Prioritized Architecture Sampling with Monto-Carlo Tree Search    Xiu Su, Tao Huang, Yanxi Li, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-03-22 AutoSpace: Neural Architecture Search with Less Human Interference    Daquan Zhou, Xiaojie Jin, Xiaochen Lian, Linjie Yang, Yujing Xue, Qibin Hou, Jiashi Feng arXiv_CV arXiv_CV  NAS  Knowledge  Pose  Face  PDF
• 2021-03-22 Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal Fusion    Peng Sun, Wenhu Zhang, Huanyu Wang, Songyuan Li, Xi Li arXiv_CV arXiv_CV  NAS  Enhancement  Salient  Pose  Action  Classification  Detection  Object_Detection  Attention  PDF
• 2021-03-21 MoViNets: Mobile Video Networks for Efficient Video Recognition    Dan Kondratyuk, Liangzhe Yuan, Yandong Li, Li Zhang, Mingxing Tan, Matthew Brown, Boqing Gong arXiv_AI arXiv_AI  NAS  Recognition  3D  Pose  Action_Recognition  Action  CNN  Inference  PDF
• 2021-03-19 GNAS: A Generalized Neural Network Architecture Search Framework    Dige Ai arXiv_CV arXiv_CV  NAS  Optimization  Pose  Face  PDF
• 2021-03-18 Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs    Jianwei Feng, Dong Huang arXiv_CV arXiv_CV  NAS  PDF
• 2021-03-17 The Untapped Potential of Off-the-Shelf Convolutional Neural Networks    Matthew Inkawhich, Nathan Inkawhich, Eric Davis, Hai Li, Yiran Chen arXiv_AI arXiv_AI  NAS  Recognition  Pose  CNN  Inference  PDF
• 2021-03-17 NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition    Pengzhen Ren, Gang Xiao, Xiaojun Chang, Yun Xiao, Zhihui Li, Xiaojiang Chen arXiv_CV arXiv_CV  NAS  Recognition  3D  Knowledge  Pose  Action_Recognition  Action  Attention  CNN  PDF
• 2021-03-12 Interleaving Learning, with Application to Neural Architecture Search    Hao Ban, Pengtao Xie arXiv_AI arXiv_AI  NAS  Optimization  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-03-11 Learning by Teaching, with Application to Neural Architecture Search    Parth Sheth, Yueyu Jiang, Pengtao Xie arXiv_AI arXiv_AI  NAS  Optimization  PDF
• 2021-03-11 Neural Predictor based Quantum Architecture Search    Shi-Xin Zhang, Chang-Yu Hsieh, Shengyu Zhang, Hong Yao arXiv_CV arXiv_CV  NAS  Pose  Deep_Learning  VQA  QA  PDF
• 2021-03-08 F-CAD: A Framework to Explore Hardware Accelerators for Codec Avatar Decoding    Xiaofan Zhang, Dawei Wang, Pierce Chuang, Shugao Ma, Deming Chen, Yuecheng Li arXiv_CV arXiv_CV  NAS  Optimization  Knowledge  Pose  Face  PDF
• 2021-03-08 Contrastive Neural Architecture Search with Neural Architecture Comparators    Yaofo Chen, Yong Guo, Qi Chen, Minli Li, Yaowei Wang, Wei Zeng, Mingkui Tan arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-03-08 OPANAS: One-Shot Path Aggregation Network Architecture Search for Object    Tingting Liang, Yongtao Wang, Guosheng Hu, Zhi Tang, Haibin Ling arXiv_CV arXiv_CV  NAS  Pose  Detection  Object_Detection  PDF
• 2021-03-07 Efficient Model Performance Estimation via Feature Histories    Shengcao Cao, Xiaofang Wang, Kris Kitani arXiv_CV arXiv_CV  NAS  Optimization  Pose  Classification  Image_Classification  PDF
• 2021-03-05 Deep reinforcement learning in medical imaging: A literature review    S. Kevin Zhou, Hoang Ngan Le, Khoa Luu, Hien V. Nguyen, Nicholas Ayache arXiv_CV arXiv_CV  NAS  Segmentation  Reinforcement_Learning  Optimization  Gesture  Review  Action  Detection  Medical  PDF
• 2021-02-28 Tiny Adversarial Mulit-Objective Oneshot Neural Architecture Search    Guoyang Xie, Jinbao Wang, Guo Yu, Feng Zheng, Yaochu Jin arXiv_AI arXiv_AI  NAS  Adversarial  Pose  PDF
• 2021-02-27 Neural Architecture Search From Task Similarity Measure    Cat P. Le, Mohammadreza Soltani, Robert Ravier, Vahid Tarokh arXiv_CV arXiv_CV  NAS  Pose  Relation  PDF
• 2021-02-26 MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures    Luyan Liu, Zhiwei Wen, Songwei Liu, Hong-Yu Zhou, Hongwei Zhu, Weicheng Xie, Linlin Shen, Kai Ma, Yefeng Zheng arXiv_AI arXiv_AI  NAS  Segmentation  Pose  Medical  PDF
• 2021-02-23 HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search    Niv Nayman, Yonathan Aflalo, Asaf Noy, Lihi Zelnik-Manor arXiv_CV arXiv_CV  NAS  PDF
• 2021-02-23 Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective    Wuyang Chen, Xinyu Gong, Zhangyang Wang arXiv_CV arXiv_CV  NAS  PDF
• 2021-02-22 Sandwich Batch Normalization    Xinyu Gong, Wuyang Chen, Tianlong Chen, Zhangyang Wang arXiv_CV arXiv_CV  NAS  Style_Transfer  Optimization  Adversarial  GAN  PDF
• 2021-02-21 Contrastive Self-supervised Neural Architecture Search    Nam Nguyen, J. Morris Chang arXiv_AI arXiv_AI  Image_Caption  NAS  Optimization  Self-Supervised  Pose  Face  PDF
• 2021-02-21 Weak NAS Predictors Are All You Need    Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen, Lu Yuan arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-02-20 BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization    Huanrui Yang, Lin Duan, Yiran Chen, Hai Li arXiv_CV arXiv_CV  NAS  Quantization  Optimization  Pose  PDF
• 2021-02-20 Towards Accurate and Compact Architectures via Neural Architecture Transformer    Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Zhipeng Li, Jian Chen, Peilin Zhao, Junzhou Huang arXiv_CV arXiv_CV  Transformer  NAS  Optimization  Pose  PDF
• 2021-02-16 EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search    Vasco Lopes, Saeid Alirezazadeh, Luís A. Alexandre arXiv_CV arXiv_CV  NAS  Pose  Relation  PDF
• 2021-02-16 AlphaNet: Improved Training of Supernet with Alpha-Divergence    Dilin Wang, Chengyue Gong, Meng Li, Qiang Liu, Vikas Chandra arXiv_AI arXiv_AI  NAS  Knowledge  Pose  PDF
• 2021-02-14 Multi-Objective Meta Learning    Feiyang Ye, Baijiong Lin, Zhixiong Yue, Pengxin Guo, Qiao Xiao, Yu Zhang arXiv_AI arXiv_AI  NAS  Gradient_Descent  Optimization  Pose  Few-Shot  PDF
• 2021-02-12 Adversarial Branch Architecture Search for Unsupervised Domain Adaptation    Luca Robbiano, Muhammad Rameez Ur Rahman, Fabio Galasso, Barbara Caputo, Fabio Maria Carlucci arXiv_CV arXiv_CV  NAS  Unsupervised  Recognition  Knowledge  Adversarial  Pose  Deep_Learning  PDF
• 2021-02-10 Searching for Fast Model Families on Datacenter Accelerators    Sheng Li, Mingxing Tan, Ruoming Pang, Andrew Li, Liqun Cheng, Quoc Le, Norman P. Jouppi arXiv_CV arXiv_CV  NAS  Pose  CNN  Inference  PDF
• 2021-02-10 Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition    Benjia Zhou, Yunan Li, Jun Wan arXiv_CV arXiv_CV  NAS  Recognition  3D  Gesture  Pose  Attention  PDF
• 2021-02-09 Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search    Peidong Liu, Gengwei Zhang, Bochao Wang, Hang Xu, Xiaodan Liang, Yong Jiang, Zhenguo Li arXiv_AI arXiv_AI  NAS  Recognition  Optimization  Pose  Face  Classification  Detection  Object_Detection  Face_Recognition  Image_Classification  PDF
• 2021-02-08 Rapid Classification of Glaucomatous Fundus Images    Hardit Singh, Simarjeet Saini, Vasudevan Lakshminarayanan arXiv_CV arXiv_CV  NAS  Transfer_Learning  Gradient_Descent  Reinforcement_Learning  Pose  Classification  Detection  CNN  Prediction  PDF
• 2021-02-08 LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search    Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu arXiv_AI arXiv_AI  NAS  Speech  Pose  Inference  PDF
• 2021-02-03 MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records    Zhen Xu, David R. So, Andrew M. Dai arXiv_AI arXiv_AI  Transformer  NAS  Sparse  Pose  Deep_Learning  Prediction  PDF
• 2021-02-01 Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition    Ming Lin, Pichao Wang, Zhenhong Sun, Hesen Chen, Xiuyu Sun, Qi Qian, Hao Li, Rong Jin arXiv_CV arXiv_CV  NAS  Recognition  Zero-Shot  Pose  Deep_Learning  CNN  Inference  PDF
• 2021-01-31 AACP: Model Compression by Accurate and Automatic Channel Pruning    Lanbo Lin, Yujiu Yang, Zhenhua Guo arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-01-28 Self-supervised Cross-silo Federated Neural Architecture Search    Xinle Liang, Yang Liu, Jiahuan Luo, Yuanqin He, Tianjian Chen, Qiang Yang arXiv_CV arXiv_CV  NAS  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-01-28 Neural Architecture Search with Random Labels    Xuanyang Zhang, Pengfei Hou, Xiangyu Zhang, Jian Sun arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-01-27 Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond    Risheng Liu, Jiaxin Gao, Jin Zhang, Deyu Meng, Zhouchen Lin arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Optimization  Adversarial  Survey  PDF
• 2021-01-27 Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search    Yibo Yang, Shan You, Hongyang Li, Fei Wang, Chen Qian, Zhouchen Lin arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2021-01-26 Efficient Multi-objective Evolutionary 3D Neural Architecture Search for COVID-19 Detection with Chest CT Scans    Xin He, Shihao Wang, Guohao Ying, Jiyong Zhang, Xiaowen Chu arXiv_CV arXiv_CV  NAS  3D  Pose  Classification  Detection  Medical  PDF
• 2021-01-22 AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search    Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou arXiv_CL arXiv_CL  NAS  Bert  Knowledge  Pose  Inference  Language_Model  PDF
• 2021-01-21 CM-NAS: Rethinking Cross-Modality Neural Architectures for Visible-Infrared Person Re-Identification    Chaoyou Fu, Yibo Hu, Xiang Wu, Hailin Shi, Tao Mei, Ran He arXiv_CV arXiv_CV  NAS  Person_Re-identification  Optimization  Pose  Relation  Re-identification  Matching  PDF
• 2021-01-20 Zero-Cost Proxies for Lightweight NAS    Mohamed S. Abdelfattah, Abhinav Mehrotra, Łukasz Dudziak, Nicholas D. Lane arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Pose  Relation  PDF
• 2021-01-19 Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules Classification    Hanliang Jiang, Fuhao Shen, Fei Gao, Weidong Han arXiv_CV arXiv_CV  NAS  3D  Classification  Deep_Learning  Attention  CNN  Inference  Prediction  PDF
• 2021-01-19 GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and Attention    Haiwei Wu, Jiantao Zhou arXiv_AI arXiv_AI  NAS  Enhancement  Inpainting  Pose  Action  Deep_Learning  Detection  Attention  PDF
• 2021-01-19 ES-ENAS: Combining Evolution Strategies with Neural Architecture Search at No Extra Cost for Reinforcement Learning    Xingyou Song, Krzysztof Choromanski, Jack Parker-Holder, Yunhao Tang, Daiyi Peng, Deepali Jain, Wenbo Gao, Aldo Pacchiano, Tamas Sarlos, Yuxiang Yang arXiv_RO arXiv_RO  NAS  Reinforcement_Learning  Optimization  Pose  PDF
• 2021-01-17 Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution    Yan Wu, Zhiwu Huang, Suryansh Kumar, Rhea Sanjay Sukthanker, Radu Timofte, Luc Van Gool arXiv_CV arXiv_CV  NAS  Super_Resolution  Optimization  Sparse  Pose  PDF
• 2021-01-14 Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans    Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding arXiv_CV arXiv_CV  NAS  3D  Pose  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-01-12 Stabilizing Differentiable Architecture Search via Perturbation-based Regularization    Xiangning Chen, Cho-Jui Hsieh arXiv_CV arXiv_CV  NAS  Regularization  Adversarial  Pose  PDF
• 2021-01-12 3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image Classification    Haokui Zhang, Chengrong Gong, Yunpeng Bai, Zongwen Bai, Ying Li arXiv_CV arXiv_CV  NAS  3D  Knowledge  Pose  Classification  Deep_Learning  Image_Classification  Inference  PDF
• 2021-01-11 Unchain the Search Space with Hierarchical Differentiable Architecture Search    Guanting Liu, Yujie Zhong, Sheng Guo, Matthew R. Scott, Weilin Huang arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-01-07 DICE: Deep Significance Clustering for Outcome-Aware Stratification    Yufang Huang, Kelly M. Axsom, John Lee, Lakshminarayanan Subramanian, Yiye Zhang arXiv_AI arXiv_AI  NAS  Represenation_Learning  Classification  PDF
• 2021-01-04 Generalized Latency Performance Estimation for Once-For-All Neural Architecture Search    Muhtadyuzzaman Syed, Arvind Akpuram Srinivasan arXiv_CV arXiv_CV  NAS  Pose  CNN  Prediction  PDF
• 2021-01-01 Neural Architecture Search via Combinatorial Multi-Armed Bandit    Hanxun Huang, Xingjun Ma, Sarah M. Erfani, James Bailey arXiv_CV arXiv_CV  NAS  PDF
• 2020-12-24 Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration    Haokui Zhang, Ying Li, Chengrong Gong, Hao Chen, Zongwen Bai, Chunhua Shen arXiv_CV arXiv_CV  NAS  Super_Resolution  Restoration  Pose  Denoising  Attention  Inference  PDF
• 2020-12-23 AutonoML: Towards an Integrated Framework for Autonomous Machine Learning    David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys arXiv_AI arXiv_AI  NAS  Review  Survey  Action  Autonomous  PDF
• 2020-12-23 Evolving Neural Architecture Using One Shot Model    Nilotpal Sinha, Kuan-Wen Chen arXiv_AI arXiv_AI  NAS  Pose  Prediction  PDF
• 2020-12-23 Learning by Self-Explanation, with Application to Neural Architecture Search    Ramtin Hosseini, Pengtao Xie arXiv_AI arXiv_AI  NAS  Optimization  Pose  Prediction  PDF
• 2020-12-23 Small-Group Learning, with Application to Neural Architecture Search    Xuefeng Du, Pengtao Xie arXiv_AI arXiv_AI  NAS  Optimization  Pose  PDF
• 2020-12-22 Multi-shot NAS for Discovering Adversarially Robust Convolutional Neural Architectures at Targeted Capacities    Xuefei Ning, Junbo Zhao, Wenshuo Li, Tianchen Zhao, Huazhong Yang, Yu Wang arXiv_AI arXiv_AI  NAS  Adversarial  Pose  CNN  PDF
• 2020-12-21 Searching for Controllable Image Restoration Networks    Heewon Kim, Sungyong Baik, Myungsub Choi, Janghoon Choi, Kyoung Mu Lee arXiv_CV arXiv_CV  NAS  Restoration  Pose  Inference  PDF
• 2020-12-17 Joint Search of Data Augmentation Policies and Network Architectures    Taiga Kashima, Yoshihiro Yamada, Shunta Saito arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2020-12-16 AutoCaption: Image Captioning with Neural Architecture Search    Xinxin Zhu, Weining Wang, Longteng Guo, Jing Liu arXiv_CV arXiv_CV  Image_Caption  NAS  Recognition  Reinforcement_Learning  RNN  Caption  PDF
• 2020-12-16 Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces    Bert Moons, Parham Noorzad, Andrii Skliar, Giovanni Mariani, Dushyant Mehta, Chris Lott, Tijmen Blankevoort arXiv_AI arXiv_AI  NAS  Knowledge  Classification  Attention  PDF
• 2020-12-13 EfficientPose: Efficient Human Pose Estimation with Neural Architecture Search    Wenqiang Zhang, Jiemin Fang, Xinggang Wang, Wenyu Liu arXiv_CV arXiv_CV  NAS  Pose_Estimation  Pose  Action  Classification  Image_Classification  Prediction  PDF
• 2020-12-11 AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment    Rei Sato, Jun Sakuma, Youhei Akimoto arXiv_AI arXiv_AI  NAS  Sparse  Knowledge  Pose  PDF
• 2020-12-10 Deep Learning Approach Combining Lightweight CNN Architecture with Transfer Learning: An Automatic Approach for the Detection and Recognition of Bangladeshi Banknotes    Ali Hasan Md. Linkon, Md. Mahir Labib, Faisal Haque Bappy, Soumik Sarker, Marium-E-Jannat, Md Saiful Islam arXiv_AI arXiv_AI  NAS  Transfer_Learning  Recognition  Optimization  Deep_Learning  Detection  CNN  PDF
• 2020-12-10 Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement    Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhongxuan Luo arXiv_CV arXiv_CV  NAS  Enhancement  Optimization  Pose  Image_Enhancement  Deep_Learning  PDF
• 2020-12-10 Auto-MVCNN: Neural Architecture Search for Multi-view 3D Shape Recognition    Zhaoqun Li, Hongren Wang, Jinxing Li arXiv_CV arXiv_CV  NAS  Recognition  3D  Pose  Action  Deep_Learning  Relation  PDF
• 2020-12-09 Skillearn: Machine Learning Inspired by Humans' Learning Skills    Pengtao Xie, Xuefeng Du, Hao Ban arXiv_AI arXiv_AI  NAS  PDF
• 2020-12-04 Batch Group Normalization    Xiao-Yun Zhou, Jiacheng Sun, Nanyang Ye, Xu Lan, Qijun Luo, Bo-Lin Lai, Pedro Esperanca, Guang-Zhong Yang, Zhenguo Li arXiv_CV arXiv_CV  NAS  Unsupervised  Adversarial  Pose  Classification  CNN  Image_Classification  PDF
• 2020-12-01 6.7ms on Mobile with over 78% ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration    Zhengang Li, Geng Yuan, Wei Niu, Yanyu Li, Pu Zhao, Yuxuan Cai, Xuan Shen, Zheng Zhan, Zhenglun Kong, Qing Jin, Zhiyu Chen, Sijia Liu, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Optimization  Pose  Inference  PDF
• 2020-11-30 Learning by Passing Tests, with Application to Neural Architecture Search    Xuefeng Du, Pengtao Xie arXiv_AI arXiv_AI  NAS  Optimization  Pose  PDF
• 2020-11-30 Optimizing the Neural Architecture of Reinforcement Learning Agents    N. Mazyavkina, S. Moustafa, I. Trofimov, E. Burnaev arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Pose  PDF
• 2020-11-30 ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition    Hsin-Pai Cheng, Feng Liang, Meng Li, Bowen Cheng, Feng Yan, Hai Li, Vikas Chandra, Yiran Chen arXiv_AI arXiv_AI  NAS  Segmentation  Semantic_Segmentation  Recognition  Pose_Estimation  Pose  PDF
• 2020-11-30 Inter-layer Transition in Neural Architecture Search    Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2020-11-27 Multi-objective Neural Architecture Search with Almost No Training    Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu arXiv_CV arXiv_CV  NAS  Transfer_Learning  Gradient_Descent  Pose  Classification  Relation  Attention  PDF
• 2020-11-25 Bringing AI To Edge: From Deep Learning's Perspective    Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam arXiv_AI arXiv_AI  NAS  Optimization  Review  Pose  Survey  Deep_Learning  PDF
• 2020-11-25 Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS    Han Shi, Renjie Pi, Hang Xu, Zhenguo Li, James T. Kwok, Tong Zhang arXiv_CV arXiv_CV  NAS  Optimization  Pose  CNN  PDF
• 2020-11-24 Efficient Sampling for Predictor-Based Neural Architecture Search    Lukas Mauch, Stephen Tiedemann, Javier Alonso Garcia, Bac Nguyen Cong, Kazuki Yoshiyama, Fabien Cardinaux, Thomas Kemp arXiv_AI arXiv_AI  NAS  Optimization  PDF
• 2020-11-24 A Review of Recent Advances of Binary Neural Networks for Edge Computing    Wenyu Zhao, Teli Ma, Xuan Gong, Baochang Zhang, David Doermann arXiv_AI arXiv_AI  NAS  Quantization  Recognition  Optimization  Review  Speech  Speech_Recognition  PDF
• 2020-11-23 ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradients Accumulation    Xiaoxing Wang, Xiangxiang Chu, Yuda Fan, Zhexi Zhang, Xiaolin Wei, Junchi Yan, Xiaokang Yang arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2020-11-22 FP-NAS: Fast Probabilistic Neural Architecture Search    Zhicheng Yan, Xiaoliang Dai, Peizhao Zhang, Yuandong Tian, Bichen Wu, Matt Feiszli arXiv_CV arXiv_CV  NAS  Pose  Attention  PDF
• 2020-11-22 Evolving Search Space for Neural Architecture Search    Yuanzheng Ci, Chen Lin, Ming Sun, Boyu Chen, Hongwen Zhang, Wanli Ouyang arXiv_CV arXiv_CV  NAS  Knowledge  Pose  PDF
• 2020-11-21 Continuous Ant-Based Neural Topology Search    AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Alexander Ororbia, Travis Desell arXiv_AI arXiv_AI  NAS  Optimization  Pose  Prediction  PDF
• 2020-11-21 BARS: Joint Search of Cell Topology and Layout for Accurate and Efficient Binary ARchitectures    Tianchen Zhao, Xuefei Ning, Songyi Yang, Shuang Liang, Peng Lei, Jianfei Chen, Huazhong Yang, Yu Wang arXiv_AI arXiv_AI  NAS  Pose  Attention  PDF
• 2020-11-20 Large Scale Neural Architecture Search with Polyharmonic Splines    Ulrich Finkler, Michele Merler, Rameswar Panda, Mayoore S. Jaiswal, Hui Wu, Kandan Ramakrishnan, Chun-Fu Chen, Minsik Cho, David Kung, Rogerio Feris, Bishwaranjan Bhattacharjee arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  PDF
• 2020-11-18 Explicitly Learning Topology for Differentiable Neural Architecture Search    Tao Huang, Shan You, Yibo Yang, Zhuozhuo Tu, Fei Wang, Chen Qian, Changshui Zhang arXiv_CV arXiv_CV  NAS  Regularization  Pose  Action  PDF
• 2020-11-18 AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling    Dilin Wang, Meng Li, Chengyue Gong, Vikas Chandra arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-11-17 EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Neuroevolution    William McNally, Kanav Vats, Alexander Wong, John McPhee arXiv_AI arXiv_AI  NAS  Pose_Estimation  Pose  CNN  PDF
• 2020-11-13 Reducing Inference Latency with Concurrent Architectures for Image Recognition    Ramyad Hadidi, Jiashen Cao, Michael S. Ryoo, Hyesoon Kim arXiv_CV arXiv_CV  NAS  Recognition  Pose  Quantitative  Deep_Learning  Attention  Inference  PDF
• 2020-11-09 Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework    Maria Baldeon Calisto, Susana Lai-Yuen arXiv_AI arXiv_AI  NAS  Segmentation  Recognition  3D  Optimization  Speech  Pose  Classification  Deep_Learning  Speech_Recognition  Image_Classification  PDF
• 2020-11-08 Adaptive Linear Span Network for Object Skeleton Detection    Chang Liu, Yunjie Tian, Jianbin Jiao, Qixiang Ye arXiv_AI arXiv_AI  NAS  Edge_Detection  Knowledge  Pose  Action  Detection  PDF
• 2020-11-06 Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs    Emma Rocheteau, Doyoon Kim arXiv_CV arXiv_CV  NAS  Transfer_Learning  Deep_Learning  Detection  Medical  PDF
• 2020-11-06 FDNAS: Improving Data Privacy and Model Diversity in AutoML    Chunhui Zhang, Yongyuan Liang, Xiaoming Yuan, Lei Cheng arXiv_AI arXiv_AI  NAS  Pose  Deep_Learning  PDF
• 2020-11-04 Channel Planting for Deep Neural Networks using Knowledge Distillation    Kakeru Mitsuno, Yuichiro Nomura, Takio Kurita arXiv_CV arXiv_CV  NAS  Knowledge  Pose  PDF
• 2020-11-04 DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search    Yushuo Guan, Ning Liu, Pengyu Zhao, Zhengping Che, Kaigui Bian, Yanzhi Wang, Jian Tang arXiv_CV arXiv_CV  NAS  Optimization  Regularization  Knowledge  Pose  CNN  PDF
• 2020-11-03 NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing    Zitong Yu, Jun Wan, Yunxiao Qin, Xiaobai Li, Stan Z. Li, Guoying Zhao arXiv_CV arXiv_CV  NAS  Recognition  3D  Knowledge  Pose  Face  Classification  Face_Recognition  Attention  PDF
• 2020-11-03 VEGA: Towards an End-to-End Configurable AutoML Pipeline    Bochao Wang, Hang Xu, Jiajin Zhang, Chen Chen, Xiaozhi Fang, Ning Kang, Lanqing Hong, Wei Zhang, Yong Li, Zhicheng Liu, Zhenguo Li, Weizhi Liu, Tong Zhang arXiv_CV arXiv_CV  NAS  Optimization  Face  Deep_Learning  PDF
• 2020-11-02 PV-NAS: Practical Neural Architecture Search for Video Recognition    Zihao Wang, Chen Lin, Lu Sheng, Junjie Yan, Jing Shao arXiv_CV arXiv_CV  NAS  Recognition  Pose  Deep_Learning  PDF
• 2020-10-31 Self-supervised Representation Learning for Evolutionary Neural Architecture Search    Chen Wei, Yiping Tang, Chuang Niu, Haihong Hu, Yue Wang, Jimin Liang arXiv_CV arXiv_CV  NAS  Embedding  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Prediction  PDF
• 2020-10-30 Resource-Aware Pareto-Optimal Automated Machine Learning Platform    Yao Yang, Andrew Nam, Mohamad M. Nasr-Azadani, Teresa Tung arXiv_AI arXiv_AI  NAS  Optimization  PDF
• 2020-10-30 Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation    Yangxin Wu, Gengwei Zhang, Hang Xu, Xiaodan Liang, Liang Lin arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Knowledge  Pose  Relation  PDF
• 2020-10-29 Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search    Houwen Peng, Hao Du, Hongyuan Yu, Qi Li, Jing Liao, Jianlong Fu arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Knowledge  Pose  Detection  Object_Detection  Attention  PDF
• 2020-10-29 SAR-NAS: Skeleton-based Action Recognition via Neural Architecture Searching    Haoyuan Zhang, Yonghong Hou, Pichao Wang, Zihui Guo, Wanqing Li arXiv_CV arXiv_CV  NAS  Recognition  Pose  Action_Recognition  Action  PDF
• 2020-10-28 Differentiable Channel Pruning Search    Yu Zhao, Chung-Kuei Lee arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  Classification  GAN  CNN  Image_Classification  Matching  PDF
• 2020-10-27 Neural Architecture Search of SPD Manifold Networks    Rhea Sanjay Sukthanker, Zhiwu Huang, Suryansh Kumar, Erik Goron Endsjo, Yan Wu, Luc Van Gool arXiv_CV arXiv_CV  NAS  Recognition  Pose  Emotion  Action  Drone  PDF
• 2020-10-27 Task-Aware Neural Architecture Search    Cat P. Le, Mohammadreza Soltani, Robert Ravier, Vahid Tarokh arXiv_AI arXiv_AI  NAS  Knowledge  Pose  PDF
• 2020-10-26 Hierarchical Neural Architecture Search for Deep Stereo Matching    Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Yuchao Dai, Xiaojun Chang, Tom Drummond, Hongdong Li, Zongyuan Ge arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Knowledge  Pose  Action  Classification  Inference  Matching  PDF
• 2020-10-20 Optimal Subarchitecture Extraction For BERT    Adrian de Wynter, Daniel J. Perry arXiv_CL arXiv_CL  NAS  Embedding  Bert  Action  PDF
• 2020-10-19 Neural Architecture Performance Prediction Using Graph Neural Networks    Jovita Lukasik, David Friede, Heiner Stuckenschmidt, Margret Keuper arXiv_CV arXiv_CV  NAS  Pose  Prediction  PDF
• 2020-10-17 Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection    William Thomson, Neelanjan Bhowmik, Toby P. Breckon arXiv_CV arXiv_CV  NAS  Pose  Classification  Detection  CNN  PDF
• 2020-10-16 G-DARTS-A: Groups of Channel Parallel Sampling with Attention    Zhaowen Wang, Wei Zhang, Zhiming Wang arXiv_CV arXiv_CV  NAS  Pose  Attention  PDF
• 2020-10-16 DrNAS: Dirichlet Neural Architecture Search    Xiangning Chen, Ruochen Wang, Minhao Cheng, Xiaocheng Tang, Cho-Jui Hsieh arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-10-16 How Does Supernet Help in Neural Architecture Search?    Yuge Zhang, Quanlu Zhang, Yaming Yang arXiv_CV arXiv_CV  NAS  Optimization  Attention  PDF
• 2020-10-14 AutoADR: Automatic Model Design for Ad Relevance    Yiren Chen, Yaming Yang, Hong Sun, Yujing Wang, Yu Xu, Wei Shen, Rong Zhou, Yunhai Tong, Jing Bai, Ruofei Zhang arXiv_CL arXiv_CL  NAS  Bert  Knowledge  Pose  Attention  Language_Model  PDF
• 2020-10-13 ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding    Yibo Yang, Hongyang Li, Shan You, Fei Wang, Chen Qian, Zhouchen Lin arXiv_CV arXiv_CV  NAS  Sparse  Pose  PDF
• 2020-10-10 Automated Concatenation of Embeddings for Structured Prediction    Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu arXiv_AI arXiv_AI  NAS  Embedding  Reinforcement_Learning  Pose  Prediction  PDF
• 2020-10-10 Multi-path Neural Networks for On-device Multi-domain Visual Classification    Qifei Wang, Junjie Ke, Joshua Greaves, Grace Chu, Gabriel Bender, Luciano Sbaiz, Alec Go, Andrew Howard, Feng Yang, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Knowledge  Pose  Classification  Inference  PDF
• 2020-10-09 Smooth Variational Graph Embeddings for Efficient Neural Architecture Search    Jovita Lukasik, David Friede, Arber Zela, Heiner Stuckenschmidt, Frank Hutter, Margret Keuper arXiv_AI arXiv_AI  NAS  Embedding  Pose  Inference  PDF
• 2020-10-09 Once Quantized for All: Progressively Searching for Quantized Efficient Models    Mingzhu Shen, Feng Liang, Chuming Li, Chen Lin, Ming Sun, Junjie Yan, Wanli Ouyang arXiv_CV arXiv_CV  NAS  Quantization  Attention  QA  PDF
• 2020-10-08 Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks    Ansel MacLaughlin, Jwala Dhamala, Anoop Kumar, Sriram Venkatapathy, Ragav Venkatesan, Rahul Gupta arXiv_CL arXiv_CL  NAS  Embedding  Bert  RNN  Classification  Detection  Image_Classification  Inference  Language_Model  PDF
• 2020-10-06 LETI: Latency Estimation Tool and Investigation of Neural Networks inference on Mobile GPU    Evgeny Ponomarev, Sergey Matveev, Ivan Oseledets arXiv_CV arXiv_CV  NAS  Deep_Learning  Inference  Prediction  PDF
• 2020-10-02 DOTS: Decoupling Operation and Topology in Differentiable Architecture Search    Yu-Chao Gu, Yun Liu, Yi Yang, Yu-Huan Wu, Shao-Ping Lu, Ming-Ming Cheng arXiv_CV arXiv_CV  NAS  Optimization  Pose  Attention  PDF
• 2020-09-29 MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search    Cristian Cioflan, Radu Timofte arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  Prediction  PDF
• 2020-09-28 Visual Steering for One-Shot Deep Neural Network Synthesis    Anjul Tyagi, Cong Xie, Klaus Mueller arXiv_CV arXiv_CV  NAS  Optimization  Knowledge  Pose  Face  Deep_Learning  PDF
• 2020-09-23 Multi-Pass Transformer for Machine Translation    Peng Gao, Chiori Hori, Shijie Geng, Takaaki Hori, Jonathan Le Roux arXiv_CL arXiv_CL  Transformer  NAS  Pose  PDF
• 2020-09-22 Scalable NAS with Factorizable Architectural Parameters    Lanfei Wang, Lingxi Xie, Tianyi Zhang, Jun Guo, Qi Tian arXiv_CV arXiv_CV  NAS  Classification  Image_Classification  PDF
• 2020-09-22 AutoRC: Improving BERT Based Relation Classification Models via Architecture Search    Wei Zhu, Xiaoling Wang, Xipeng Qiu, Yuan Ni, Guotong Xie arXiv_CL arXiv_CL  NAS  Bert  Action  Classification  Deep_Learning  Relation  PDF
• 2020-09-22 Using Neural Architecture Search for Improving Software Flaw Detection in Multimodal Deep Learning Models    Alexis Cooper, Xin Zhou, Scott Heidbrink, Daniel M. Dunlavy arXiv_AI arXiv_AI  NAS  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2020-09-22 Design of Efficient Deep Learning models for Determining Road Surface Condition from Roadside Camera Images and Weather Data    Juan Carrillo, Mark Crowley, Guangyuan Pan, Liping Fu arXiv_AI arXiv_AI  NAS  Face  Deep_Learning  Activity  PDF
• 2020-09-19 Adversarial Consistent Learning on Partial Domain Adaptation of PlantCLEF 2020 Challenge    Youshan Zhang, Brian D. Davison arXiv_CV arXiv_CV  NAS  Knowledge  Adversarial  Pose  Classification  PDF
• 2020-09-19 Neural Architecture Search Using Stable Rank of Convolutional Layers    Kengo Machida, Kuniaki Uto, Koichi Shinoda, Taiji Suzuki arXiv_AI arXiv_AI  NAS  Optimization  Pose  Attention  CNN  PDF
• 2020-09-19 ENAS4D: Efficient Multi-stage CNN Architecture Search for Dynamic Inference    Zhihang Yuan, Xin Liu, Bingzhe Wu, Guangyu Sun arXiv_CV arXiv_CV  NAS  Pose  Classification  CNN  Inference  Prediction  PDF
• 2020-09-18 Faster Gradient-based NAS Pipeline Combining Broad Scalable Architecture with Confident Learning Rate    Ding Zixiang, Chen Yaran, Li Nannan, Zhao Dongbin arXiv_CV arXiv_CV  NAS  Optimization  Pose  CNN  PDF
• 2020-09-16 UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation    Yuanfeng Ji, Ruimao Zhang, Zhen Li, Jiamin Ren, Shaoting Zhang, Ping Luo arXiv_CV arXiv_CV  NAS  Segmentation  3D  Pose  Medical  PDF
• 2020-09-16 EfficientNet-eLite: Extremely Lightweight and Efficient CNN Models for Edge Devices by Network Candidate Search    Ching-Chen Wang, Ching-Te Chiu, Jheng-Yi Chang arXiv_CV arXiv_CV  NAS  Embedding  Pose  CNN  Inference  PDF
• 2020-09-15 Achieving Real-Time Execution of Transformer-based Large-scale Models on Mobile with Compiler-aware Neural Architecture Optimization    Wei Niu, Zhenglun Kong, Geng Yuan, Weiwen Jiang, Jiexiong Guan, Caiwen Ding, Pu Zhao, Sijia Liu, Bin Ren, Yanzhi Wang arXiv_AI arXiv_AI  Transformer  NAS  Bert  Optimization  Pose  Language_Model  PDF
• 2020-09-14 DANCE: Differentiable Accelerator/Network Co-Exploration    Kanghyun Choi, Deokki Hong, Hojae Yoon, Joonsang Yu, Youngsok Kim, Jinho Lee arXiv_AI arXiv_AI  NAS  Pose  Relation  PDF
• 2020-09-14 RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning    Hao Tan, Ran Cheng, Shihua Huang, Cheng He, Changxiao Qiu, Fan Yang, Ping Luo arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  Detection  Object_Detection  CNN  PDF
• 2020-09-11 Optimizing Convolutional Neural Network Architecture via Information Field    Yuke Wang, Boyuan Feng, Xueqiao Peng, Yufei Ding arXiv_CV arXiv_CV  NAS  Pose  Attention  CNN  PDF
• 2020-09-09 On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective    SeongUk Park, Kiyoon Yoo, Nojun Kwak arXiv_AI arXiv_AI  NAS  Quantization  Regularization  Knowledge  PDF
• 2020-09-08 Binarized Neural Architecture Search for Efficient Object Recognition    Hanlin Chen, Li'an Zhuo, Baochang Zhang, Xiawu Zheng, Jianzhuang Liu, Rongrong Ji, David Doermann, Guodong Guo arXiv_CV arXiv_CV  NAS  Recognition  Optimization  Pose  Face  Face_Recognition  PDF
• 2020-09-08 AutoKWS: Keyword Spotting with Differentiable Architecture Search    Bo Zhang, WenFeng Li, Qingyuan Li, Weiji Zhuang, Xiangxiang Chu, Yujun Wang arXiv_SD arXiv_SD  NAS  RNN  Speech  Pose  PDF
• 2020-09-04 AutoTrans: Automating Transformer Design via Reinforced Architecture Search    Wei Zhu, Xiaoling Wang, Xipeng Qiu, Yuan Ni, Guotong Xie arXiv_CL arXiv_CL  Transformer  NAS  Attention  PDF
• 2020-09-04 S3NAS: Fast NPU-aware Neural Architecture Search Methodology    Jaeseong Lee, Duseok Kang, Soonhoi Ha arXiv_CV arXiv_CV  NAS  Pose  Classification  CNN  Image_Classification  PDF
• 2020-09-02 Real Image Super Resolution Via Heterogeneous Model using GP-NAS    Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding arXiv_CV arXiv_CV  NAS  Super_Resolution  Pose  PDF
• 2020-09-02 DARTS-: Robustly Stepping out of Performance Collapse Without Indicators    Xiangxiang Chu, Xiaoxing Wang, Bo Zhang, Shun Lu, Xiaolin Wei, Junchi Yan arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2020-09-01 Neural Architecture Search For Keyword Spotting    Tong Mo, Yakun Yu, Mohammad Salameh, Di Niu, Shangling Jui arXiv_SD arXiv_SD  NAS  Speech  Pose  Classification  CNN  PDF
• 2020-08-30 A New Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms    Yanan Sun, Xian Sun, Yuhan Fang, Gary Yen arXiv_AI arXiv_AI  NAS  Pose  Prediction  PDF
• 2020-08-27 UNAS: Differentiable Architecture Search Meets Reinforcement Learning    Arash Vahdat, Arun Mallya, Ming-Yu Liu, Jan Kautz arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  PDF
• 2020-08-26 NAS-DIP: Learning Deep Image Prior with Neural Architecture Search    Yun-Chun Chen, Chen Gao, Esther Robb, Jia-Bin Huang arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Restoration  Pose  CNN  PDF
• 2020-08-25 Learned Transferable Architectures Can Surpass Hand-Designed Architectures for Large Scale Speech Recognition    Liqiang He, Dan Su, Dong Yu arXiv_SD arXiv_SD  NAS  Recognition  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2020-08-24 LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks    Guohao Li, Mengmeng Xu, Silvio Giancola, Ali Thabet, Bernard Ghanem arXiv_AI arXiv_AI  NAS  Segmentation  Point_Cloud  3D  Classification  Deep_Learning  Detection  Inference  PDF
• 2020-08-24 Automated Search for Resource-Efficient Branched Multi-Task Networks    David Bruggemann, Menelaos Kanakis, Stamatios Georgoulis, Luc Van Gool arXiv_CV arXiv_CV  NAS  Pose  Prediction  PDF
• 2020-08-21 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 arXiv_CV arXiv_CV  NAS  Recognition  3D  Gesture  Pose  Relation  Attention  PDF
• 2020-08-19 Enhanced MRI Reconstruction Network using Neural Architecture Search    Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris Metaxas arXiv_CV arXiv_CV  NAS  Reconstruction  Pose  Deep_Learning  PDF
• 2020-08-18 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 Howard arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-08-18 NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture Search    Xiaoyu Kou, Bingfeng Luo, Huang Hu, Yan Zhang arXiv_CL arXiv_CL  NAS  Embedding  Knowledge  Knowledge_Graph  Pose  Relation  Prediction  PDF
• 2020-08-17 Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation    Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi arXiv_CV arXiv_CV  NAS  Segmentation  Gradient_Descent  3D  Optimization  Regularization  Pose  PDF
• 2020-08-16 AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation    Xinyu Gong, Wuyang Chen, Yifan Jiang, Ye Yuan, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Optimization  Pose_Estimation  Pose  CNN  PDF
• 2020-08-13 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 Le arXiv_CV arXiv_CV  NAS  OCR  Pose  Classification  Detection  Image_Classification  PDF
• 2020-08-13 Network Architecture Search for Domain Adaptation    Yichen Li, Xingchao Peng arXiv_CV arXiv_CV  NAS  Adversarial  Classification  PDF
• 2020-08-13 Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification    Xiaoyang Qu, Jianzong Wang, Jing Xiao arXiv_SD arXiv_SD  NAS  Pose  Deep_Learning  PDF
• 2020-08-12 TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search    Yibo Hu, Xiang Wu, Ran He arXiv_CV arXiv_CV  NAS  Pose  Classification  PDF
• 2020-08-10 RARTS: a Relaxed Architecture Search Method    Fanghui Xue, Yingyong Qi, Jack Xin arXiv_CV arXiv_CV  NAS  Optimization  PDF
• 2020-08-08 NASB: Neural Architecture Search for Binary Convolutional Neural Networks    Baozhou Zhu, Zaid Al-Ars, Peter Hofstee arXiv_CV arXiv_CV  NAS  Pose  CNN  PDF
• 2020-08-07 A Surgery of the Neural Architecture Evaluators    Xuefei Ning, Wenshuo Li, Zixuan Zhou, Tianchen Zhao, Yin Zheng, Shuang Liang, Huazhong Yang, Yu Wang arXiv_CV arXiv_CV  NAS  Relation  Attention  PDF
• 2020-08-05 Neural Architecture Search on Acoustic Scene Classification    Jixiang Li, Chuming Liang, Bo Zhang, Zhao Wang, Fei Xiang, Xiangxiang Chu arXiv_SD arXiv_SD  NAS  Scene_Classification  Pose  Classification  CNN  PDF
• 2020-08-04 Weight-Sharing Neural Architecture Search:A Battle to Shrink the Optimization Gap    Lingxi Xie, Xin Chen, Kaifeng Bi, Longhui Wei, Yuhui Xu, Zhengsu Chen, Lanfei Wang, An Xiao, Jianlong Chang, Xiaopeng Zhang, Qi Tian arXiv_CV arXiv_CV  NAS  Optimization  Review  Pose  Attention  PDF
• 2020-08-03 Evolving Multi-Resolution Pooling CNN for Monaural Singing Voice Separation    Weitao Yuan, Bofei Dong, Shengbei Wang, Masashi Unoki, Wenwu Wang arXiv_SD arXiv_SD  NAS  Pose  Quantitative  CNN  PDF
• 2020-08-03 Anti-Bandit Neural Architecture Search for Model Defense    Hanlin Chen, Baochang Zhang, Song Xue, Xuan Gong, Hong Liu, Rongrong Ji, David Doermann arXiv_CV arXiv_CV  NAS  Adversarial  Denoising  CNN  PDF
• 2020-08-02 Differentiable Feature Aggregation Search for Knowledge Distillation    Yushuo Guan, Pengyu Zhao, Bingxuan Wang, Yuanxing Zhang, Cong Yao, Kaigui Bian, Jian Tang arXiv_CV arXiv_CV  NAS  Optimization  Knowledge  PDF
• 2020-07-31 HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization    Vasco Lopes, Luís A. Alexandre arXiv_CV arXiv_CV  NAS  Optimization  Knowledge  Pose  Autonomous  PDF
• 2020-07-31 Neural Architecture Search as Sparse Supernet    Yan Wu, Aoming Liu, Zhiwu Huang, Siwei Zhang, Luc Van Gool arXiv_CV arXiv_CV  NAS  Optimization  Sparse  Pose  PDF
• 2020-07-31 Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution    Haotian Tang, Zhijian Liu, Shengyu Zhao, Yujun Lin, Ji Lin, Hanrui Wang, Song Han arXiv_CV arXiv_CV  NAS  3D  Sparse  Pose  Detection  Object_Detection  PDF
• 2020-07-30 $grid2vec$: Learning Efficient Visual Representations via Flexible Grid-Graphs    Ali Hamdi, Du Yong Kim, Flora D. Salim arXiv_CV arXiv_CV  Image_Caption  NAS  Embedding  Recognition  Represenation_Learning  Pose  Classification  CNN  Image_Classification  PDF
• 2020-07-30 Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound    Yuhao Huang, Xin Yang, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Haoran Dou, Chaoyu Chen, Yuanji Zhang, Huanjia Luo, Alejandro Frangi, Yi Xiong, Dong Ni arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  3D  RNN  Pose  Relation  PDF
• 2020-07-28 Efficient OCT Image Segmentation Using Neural Architecture Search    Saba Heidari Gheshlaghi, Omid Dehzangi, Ali Dabouei, Annahita Amireskandari, Ali Rezai, Nasser M Nasrabadi arXiv_CV arXiv_CV  NAS  Segmentation  Super_Resolution  Pose  PDF
• 2020-07-27 Towards Learning Convolutions from Scratch    Behnam Neyshabur arXiv_AI arXiv_AI  NAS  Pose  Classification  CNN  Image_Classification  PDF
• 2020-07-24 Study of Different Deep Learning Approach with Explainable AI for Screening Patients with COVID-19 Symptoms: Using CT Scan and Chest X-ray Image Dataset    Md Manjurul Ahsan, Kishor Datta Gupta, Mohammad Maminur Islam, Sajib Sen, Md. Lutfar Rahman, Mohammad Shakhawat Hossain arXiv_CV arXiv_CV  NAS  Pose  Deep_Learning  PDF
• 2020-07-24 What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning    Hanbin Zhao, Hao Zeng, Xin Qin, Yongjian Fu, Hui Wang, Bourahla Omar, Xi Li arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-07-23 CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending    Hang Xu, Shaoju Wang, Xinyue Cai, Wei Zhang, Xiaodan Liang, Zhenguo Li arXiv_CV arXiv_CV  NAS  Pose  Detection  Autonomous  Prediction  PDF
• 2020-07-23 Representation Sharing for Fast Object Detector Search and Beyond    Yujie Zhong, Zelu Deng, Sheng Guo, Matthew R. Scott, Weilin Huang arXiv_CV arXiv_CV  NAS  Segmentation  Pose  Detection  Object_Detection  PDF
• 2020-07-20 NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search    Zhichao Lu, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti arXiv_CV arXiv_CV  NAS  Transfer_Learning  Gradient_Descent  Pose  GAN  PDF
• 2020-07-20 MCUNet: Tiny Deep Learning on IoT Devices    Ji Lin, Wei-Ming Chen, Yujun Lin, John Cohn, Chuang Gan, Song Han arXiv_CV arXiv_CV  NAS  Optimization  Pose  Deep_Learning  Inference  PDF
• 2020-07-18 CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search    Xin Chen, Yawen Duan, Zewei Chen, Hang Xu, Zihao Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Knowledge  Pose  PDF
• 2020-07-17 Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search    Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Adversarial  Pose  GAN  PDF
• 2020-07-17 Neural Architecture Search for Speech Recognition    Shoukang Hu, Xurong Xie, Shansong Liu, Mengzhe Geng, Xunying Liu, Helen Meng arXiv_CL arXiv_CL  NAS  Recognition  Knowledge  Speech  Speech_Recognition  PDF
• 2020-07-16 An Empirical Study on the Robustness of NAS based Architectures    Chaitanya Devaguptapu, Devansh Agarwal, Gaurav Mittal, Vineeth N Balasubramanian arXiv_CV arXiv_CV  NAS  Adversarial  PDF
• 2020-07-15 Finding Non-Uniform Quantization Schemes usingMulti-Task Gaussian Processes    Marcelo Gennari do Nascimento, Theo W. Costain, Victor Adrian Prisacariu arXiv_CV arXiv_CV  NAS  Quantization  Pose  PDF
• 2020-07-13 MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation    Xingang Yan, Weiwen Jiang, Yiyu Shi, Cheng Zhuo arXiv_CV arXiv_CV  NAS  Segmentation  Optimization  Medical  PDF
• 2020-07-12 VINNAS: Variational Inference-based Neural Network Architecture Search    Martin Ferianc, Hongxiang Fan, Miguel Rodrigues arXiv_CV arXiv_CV  NAS  Sparse  Classification  Detection  Object_Detection  CNN  Image_Classification  Inference  PDF
• 2020-07-12 Multi-Modality Information Fusion for Radiomics-based Neural Architecture Search    Yige Peng, Lei Bi, Michael Fulham, Dagan Feng, Jinman Kim arXiv_CV arXiv_CV  NAS  Pose  Action  Quantitative  Medical  CNN  Prediction  PDF
• 2020-07-11 To filter prune, or to layer prune, that is the question    Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray arXiv_CV arXiv_CV  NAS  Knowledge  Pose  PDF
• 2020-07-09 Neural Architecture Search with GBDT    Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu arXiv_AI arXiv_AI  NAS  Pose  Prediction  PDF
• 2020-07-08 NASGEM: Neural Architecture Search via Graph Embedding Method    Hsin-Pai Cheng, Tunhou Zhang, Shiyu Li, Feng Yan, Meng Li, Vikas Chandra, Hai Li, Yiran Chen arXiv_AI arXiv_AI  NAS  Embedding  Pose  PDF
• 2020-07-08 Journey Towards Tiny Perceptual Super-Resolution    Royson Lee, Łukasz Dudziak, Mohamed Abdelfattah, Stylianos I. Venieris, Hyeji Kim, Hongkai Wen, Nicholas D. Lane arXiv_CV arXiv_CV  NAS  Super_Resolution  Adversarial  Pose  GAN  CNN  PDF
• 2020-07-07 GOLD-NAS: Gradual, One-Level, Differentiable    Kaifeng Bi, Lingxi Xie, Xin Chen, Longhui Wei, Qi Tian arXiv_CV arXiv_CV  NAS  Recognition  Optimization  Pose  Classification  Image_Classification  PDF
• 2020-07-07 Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search    Yong Guo, Yaofo Chen, Yin Zheng, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan arXiv_CV arXiv_CV  NAS  Knowledge  Pose  Face  PDF
• 2020-07-07 Discretization-Aware Architecture Search    Yunjie Tian, Chang Liu, Lingxi Xie, Jianbin Jiao, Qixiang Ye arXiv_AI arXiv_AI  NAS  Classification  Image_Classification  PDF
• 2020-07-06 Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation    Chunnan Wang, Hongzhi Wang, Guocheng Feng, Fei Geng arXiv_CV arXiv_CV  NAS  Pose  CNN  Recommendation  PDF
• 2020-07-05 Rethinking Bottleneck Structure for Efficient Mobile Network Design    Zhou Daquan, Qibin Hou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan arXiv_CV arXiv_CV  NAS  Pose  Classification  Detection  Object_Detection  PDF
• 2020-07-03 Balanced Symmetric Cross Entropy for Large Scale Imbalanced and Noisy Data    Feifei Huang, Jie Li, Xuelin Zhu arXiv_CV arXiv_CV  NAS  Recognition  Pose  Classification  Attention  CNN  PDF
• 2020-07-03 Surrogate-assisted Particle Swarm Optimisation for Evolving Variable-length Transferable Blocks for Image Classification    Bin Wang, Bing Xue, Mengjie Zhang arXiv_CV arXiv_CV  NAS  Pose  Classification  CNN  Image_Classification  PDF
• 2020-07-03 Self-supervised Neural Architecture Search    Sapir Kaplan, Raja Giryes arXiv_CV arXiv_CV  NAS  Self-Supervised  Pose  Action  Classification  Image_Classification  PDF
• 2020-07-01 Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search    Linnan Wang, Rodrigo Fonseca, Yuandong Tian arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Optimization  PDF
• 2020-06-30 Theory-Inspired Path-Regularized Differential Network Architecture Search    Pan Zhou, Caiming Xiong, Richard Socher, Steven C.H. Hoi arXiv_CV arXiv_CV  NAS  Optimization  Sparse  Regularization  Pose  Classification  Image_Classification  PDF
• 2020-06-26 Traditional and accelerated gradient descent for neural architecture search    Nicolas Garcia Trillos, Felix Morales, Javier Morales arXiv_AI arXiv_AI  NAS  Gradient_Descent  Optimization  PDF
• 2020-06-26 AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation    David Kügler, Marc Uecker, Arjan Kuijper, Anirban Mukhopadhyay arXiv_CV arXiv_CV  NAS  Segmentation  Optimization  Pose_Estimation  Pose  Classification  Deep_Learning  PDF
• 2020-06-25 Searching towards Class-Aware Generators for Conditional Generative Adversarial Networks    Peng Zhou, Lingxi Xie, Xiaopeng Zhang, Bingbing Ni, Qi Tian arXiv_CV arXiv_CV  NAS  Optimization  Adversarial  GAN  PDF
• 2020-06-24 Neural Architecture Design for GPU-Efficient Networks    Ming Lin, Hesen Chen, Xiuyu Sun, Qi Qian, Hao Li, Rong Jin arXiv_CV arXiv_CV  NAS  Recognition  Pose  Inference  PDF
• 2020-06-24 Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL    Lucas Zimmer, Marius Lindauer, Frank Hutter arXiv_AI arXiv_AI  NAS  Optimization  Deep_Learning  PDF
• 2020-06-24 CALPA-NET: Channel-pruning-assisted Deep Residual Network for Steganalysis of Digital Images    Shunquan Tan, Weilong Wu, Zilong Shao, Qiushi Li, Bin Li, Jiwu Huang arXiv_CV arXiv_CV  NAS  Pose  Detection  GAN  CNN  PDF
• 2020-06-23 NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search    Rameswar Panda, Michele Merler, Mayoore Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu Chen, Minsik Cho, David Kung, Rogerio Feris, Bishwaranjan Bhattacharjee arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2020-06-21 FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search    Jiemin Fang, Yuzhu Sun, Qian Zhang, Kangjian Peng, Yuan Li, Wenyu Liu, Xinggang Wang arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose_Estimation  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2020-06-19 AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning    Yuening Li, Zhengzhang Chen, Daochen Zha, Kaixiong Zhou, Haifeng Jin, Haifeng Chen, Xia Hu arXiv_AI arXiv_AI  Surveillance  NAS  Segmentation  Semantic_Segmentation  Pose  Action  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2020-06-18 Cyclic Differentiable Architecture Search    Hongyuan Yu, Houwen Peng arXiv_CV arXiv_CV  NAS  Optimization  Regularization  Pose  Classification  Attention  PDF
• 2020-06-17 Revealing the Invisible with Model and Data Shrinking for Composite-database Micro-expression Recognition    Zhaoqiang Xia, Wei Peng, Huai-Qian Khor, Xiaoyi Feng, Guoying Zhao arXiv_CV arXiv_CV  NAS  Recognition  Pose  Attention  CNN  PDF
• 2020-06-16 AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks    Yuesong Tian, Li Shen, Li Shen, Guinan Su, Zhifeng Li, Wei Liu arXiv_CV arXiv_CV  NAS  Optimization  Adversarial  Pose  GAN  PDF
• 2020-06-16 Fine-Tuning DARTS for Image Classification    Muhammad Suhaib Tanveer, Muhammad Umar Karim Khan, Chong-Min Kyung arXiv_CV arXiv_CV  NAS  Pose  Action  Classification  Image_Classification  PDF
• 2020-06-15 Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement    Do-Guk Kim, Heung-Chang Lee arXiv_CV arXiv_CV  Transformer  NAS  Pose  PDF
• 2020-06-12 NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing    Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim Fedorov, Evgeny Burnaev arXiv_CL arXiv_CL  NAS  RNN  Language_Model  PDF
• 2020-06-12 Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?    Shen Yan, Yu Zheng, Wei Ao, Xiao Zeng, Mi Zhang arXiv_CV arXiv_CV  NAS  Unsupervised  Represenation_Learning  PDF
• 2020-06-08 Neural Architecture Search without Training    Joseph Mellor, Jack Turner, Amos Storkey, Elliot J. Crowley arXiv_CV arXiv_CV  NAS  PDF
• 2020-06-07 Efficient Architecture Search for Continual Learning    Qiang Gao, Zhipeng Luo, Diego Klabjan arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Knowledge  Pose  Classification  PDF
• 2020-06-05 AutoHAS: Differentiable Hyper-parameter and Architecture Search    Xuanyi Dong, Mingxing Tan, Adams Wei Yu, Daiyi Peng, Bogdan Gabrys, Quoc V. Le arXiv_CV arXiv_CV  NAS  Bert  Pose  PDF
• 2020-06-05 Learning to Rank Learning Curves    Martin Wistuba, Tejaswini Pedapati arXiv_CV arXiv_CV  NAS  Transfer_Learning  Optimization  PDF
• 2020-06-03 FBNetV3: Joint Architecture-Recipe Search using Neural Acquisition Function    Xiaoliang Dai, Alvin Wan, Peizhao Zhang, Bichen Wu, Zijian He, Zhen Wei, Kan Chen, Yuandong Tian, Matthew Yu, Peter Vajda, Joseph E. Gonzalez arXiv_CV arXiv_CV  NAS  PDF
• 2020-05-29 HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens    Zhaohui Yang, Yunhe Wang, Dacheng Tao, Xinghao Chen, Jianyuan Guo, Chunjing Xu, Chao Xu, Chang Xu arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-05-28 HAT: Hardware-Aware Transformers for Efficient Natural Language Processing    Hanrui Wang, Zhanghao Wu, Zhijian Liu, Han Cai, Ligeng Zhu, Chuang Gan, Song Han arXiv_CL arXiv_CL  Transformer  NAS  Pose  Attention  Inference  PDF
• 2020-05-27 An ENAS Based Approach for Constructing Deep Learning Models for Breast Cancer Recognition from Ultrasound Images    Mohammed Ahmed, Hongbo Du, Alaa AlZoubi arXiv_CV arXiv_CV  NAS  Recognition  Deep_Learning  Medical  CNN  PDF
• 2020-05-27 Evolutionary NAS with Gene Expression Programming of Cellular Encoding    Clifford Broni-Bediako, Yuki Murata, Luiz Henrique Mormille, Masayasu Atsumi arXiv_CV arXiv_CV  NAS  Classification  CNN  Image_Classification  PDF
• 2020-05-27 Synthetic Petri Dish: A Novel Surrogate Model for Rapid Architecture Search    Aditya Rawal, Joel Lehman, Felipe Petroski Such, Jeff Clune, Kenneth O. Stanley arXiv_AI arXiv_AI  NAS  Pose  Prediction  PDF
• 2020-05-21 Powering One-shot Topological NAS with Stabilized Share-parameter Proxy    Ronghao Guo, Chen Lin, Chuming Li, Keyu Tian, Ming Sun, Lu Sheng, Junjie Yan arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-05-21 AOWS: Adaptive and optimal network width search with latency constraints    Maxim Berman, Leonid Pishchulin, Ning Xu, Matthew B. Blaschko, Gerard Medioni arXiv_CV arXiv_CV  NAS  Pose  Classification  Inference  PDF
• 2020-05-20 Rethinking Performance Estimation in Neural Architecture Search    Xiawu Zheng, Rongrong Ji, Qiang Wang, Qixiang Ye, Zhenguo Li, Yonghong Tian, Qi Tian arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Pose  PDF
• 2020-05-15 Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach    Jeovane Honorio Alves, Lucas Ferrari de Oliveira arXiv_CV arXiv_CV  NAS  Segmentation  Knowledge  Pose  Action  Deep_Learning  CNN  PDF
• 2020-05-15 HNAS: Hierarchical Neural Architecture Search on Mobile Devices    Xin Xia, Wenrui Ding arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-05-14 A Semi-Supervised Assessor of Neural Architectures    Yehui Tang, Yunhe Wang, Yixing Xu, Hanting Chen, Chunjing Xu, Boxin Shi, Chao Xu, Qi Tian, Chang Xu arXiv_CV arXiv_CV  NAS  Relation  CNN  PDF
• 2020-05-13 Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging    Feifan Wang, Bharat Biswal arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Medical  PDF
• 2020-05-13 Binarizing MobileNet via Evolution-based Searching    Hai Phan, Zechun Liu, Dang Huynh, Marios Savvides, Kwang-Ting Cheng, Zhiqiang Shen arXiv_CV arXiv_CV  NAS  Pose  CNN  PDF
• 2020-05-13 DARTS-ASR: Differentiable Architecture Search for Multilingual Speech Recognition and Adaptation    Yi-Chen Chen, Jui-Yang Hsu, Cheng-Kuang Lee, Hung-yi Lee arXiv_CL arXiv_CL  NAS  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2020-05-12 Neural Architecture Transfer    Zhichao Lu, Gautam Sreekumar, Erik Goodman, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti arXiv_CV arXiv_CV  NAS  Transfer_Learning  Pose  Classification  Image_Classification  PDF
• 2020-05-07 Noisy Differentiable Architecture Search    Xiangxiang Chu, Bo Zhang, Xudong Li arXiv_CV arXiv_CV  NAS  Optimization  PDF
• 2020-05-07 Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices    Chunjie Luo, Xiwen He, Jianfeng Zhan, Lei Wang, Wanling Gao, Jiahui Dai arXiv_AI arXiv_AI  NAS  Pose  Deep_Learning  Attention  Inference  PDF
• 2020-05-06 Learning Architectures from an Extended Search Space for Language Modeling    Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li arXiv_CL arXiv_CL  NAS  Recognition  CNN  Language_Model  PDF
• 2020-05-05 Adaptive Interaction Modeling via Graph Operations Search    Haoxin Li, Wei-Shi Zheng, Yu Tao, Haifeng Hu, Jian-Huang Lai arXiv_CV arXiv_CV  NAS  Pose  Action  Relation  PDF
• 2020-05-04 Generalized Reinforcement Meta Learning for Few-Shot Optimization    Raviteja Anantha, Stephen Pulman, Srinivas Chappidi arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Optimization  Pose  Face  Few-Shot  PDF
• 2020-05-03 Learning Digital Circuits: A Journey Through Weight Invariant Self-Pruning Neural Networks    Amey Agrawal, Rohit Karlupia arXiv_CV arXiv_CV  NAS  Knowledge  PDF
• 2020-05-01 Angle-based Search Space Shrinking for Neural Architecture Search    Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-04-30 CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs    Li'an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen, Yanjun Zhu, David Doermann arXiv_CV arXiv_CV  NAS  Pose  CNN  PDF
• 2020-04-30 Periodic Spectral Ergodicity: A Complexity Measure for Deep Neural Networks and Neural Architecture Search    Mehmet Süzen, J.J. Cerdà, Cornelius Weber arXiv_CV arXiv_CV  NAS  Sketch  PDF
• 2020-04-30 MobileDets: Searching for Object Detection Architectures for Mobile Accelerators    Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen arXiv_CV arXiv_CV  NAS  Detection  Object_Detection  Inference  PDF
• 2020-04-29 Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images    Matthew Purri, Kristin Dana arXiv_CV arXiv_CV  NAS  Adversarial  Face  Classification  PDF
• 2020-04-26 DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images    Ramy A. Zeineldin, Mohamed E. Karar, Jan Coburger, Christian R. Wirtz, Oliver Burgert arXiv_CV arXiv_CV  NAS  Segmentation  Pose  Action  Deep_Learning  Detection  Relation  CNN  PDF
• 2020-04-26 AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching    Zitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao arXiv_CV arXiv_CV  NAS  Represenation_Learning  Pose  PDF
• 2020-04-25 Deep Multimodal Neural Architecture Search    Zhou Yu, Yuhao Cui, Jun Yu, Meng Wang, Dacheng Tao, Qi Tian arXiv_CV arXiv_CV  NAS  VQA  Matching  PDF
• 2020-04-24 Lite Transformer with Long-Short Range Attention    Zhanghao Wu, Zhijian Liu, Ji Lin, Yujun Lin, Song Han arXiv_CL arXiv_CL  Transformer  NAS  Quantization  Relation  Attention  Summarization  Language_Model  PDF
• 2020-04-24 Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers    Loc Truong, Chace Jones, Brian Hutchinson, Andrew August, Brenda Praggastis, Robert Jasper, Nicole Nichols, Aaron Tuor arXiv_CV arXiv_CV  NAS  Regularization  PDF
• 2020-04-23 Depth-Wise Neural Architecture Search    Artur Jordao, Fernando Akio, Maiko Lie, William Robson Schwartz arXiv_CV arXiv_CV  NAS  Pose  CNN  Inference  Prediction  PDF
• 2020-04-23 Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks    Narinder Singh Punn, Sonali Agarwal arXiv_CV arXiv_CV  NAS  Transfer_Learning  Action  Classification  Deep_Learning  PDF
• 2020-04-22 Automatic Detection of Coronavirus Disease in X-ray and CT Images: A Machine Learning-Based Approach    Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassasni, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters arXiv_CV arXiv_CV  NAS  Pose  Action  Classification  Deep_Learning  Detection  GAN  Medical  CNN  PDF
• 2020-04-20 C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation    Qihang Yu, Dong Yang, Holger Roth, Yutong Bai, Yixiao Zhang, Alan L. Yuille, Daguang Xu arXiv_CV arXiv_CV  NAS  Segmentation  3D  Pose  GAN  Medical  CNN  PDF
• 2020-04-19 When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks    Zhiyu Zhu, Zhen-Peng Bian, Junhui Hou, Yi Wang, Lap-Pui Chau arXiv_CV arXiv_CV  NAS  Pose  Classification  CNN  PDF
• 2020-04-18 FedNAS: Federated Deep Learning via Neural Architecture Search    Chaoyang He, Murali Annavaram, Salman Avestimehr arXiv_CV arXiv_CV  NAS  Pose  Deep_Learning  PDF
• 2020-04-17 Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search    Dazhou Guo, Dakai Jin, Zhuotun Zhu, Tsung-Ying Ho, Adam P. Harrison, Chun-Hung Chao, Jing Xiao, Alan Yuille, Chien-Yu Lin, Le Lu arXiv_CV arXiv_CV  NAS  Segmentation  3D  Quantitative  GAN  CNN  PDF
• 2020-04-17 Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks    Xin Chen, Lingxi Xie, Jun Wu, Longhui Wei, Yuhui Xu, Qi Tian arXiv_CV arXiv_CV  NAS  Pose  Relation  Attention  CNN  PDF
• 2020-04-16 Geometry-Aware Gradient Algorithms for Neural Architecture Search    Liam Li, Mikhail Khodak, Maria-Florina Balcan, Ameet Talwalkar arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2020-04-12 NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search    Arber Zela, Julien Siems, Frank Hutter arXiv_CV arXiv_CV  NAS  PDF
• 2020-04-12 FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions    Alvin Wan, Xiaoliang Dai, Peizhao Zhang, Zijian He, Yuandong Tian, Saining Xie, Bichen Wu, Matthew Yu, Tao Xu, Kan Chen, Peter Vajda, Joseph E. Gonzalez arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2020-04-11 Meta-Learning in Neural Networks: A Survey    Timothy Hospedales, Antreas Antoniou, Paul Micaelli, Amos Storkey arXiv_AI arXiv_AI  NAS  Transfer_Learning  Reinforcement_Learning  Optimization  Pose  Survey  Deep_Learning  Few-Shot  PDF
• 2020-04-10 ModuleNet: Knowledge-inherited Neural Architecture Search    Yaran Chen, Ruiyuan Gao, Fenggang Liu, Dongbin Zhao arXiv_CV arXiv_CV  NAS  Knowledge  Pose  CNN  PDF
• 2020-04-09 Fast Neural Network Adaptation via Parameter Remapping and Architecture Search    Jiemin Fang, Yuzhu Sun, Kangjian Peng, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2020-04-07 Feature Pyramid Grids    Kai Chen, Yuhang Cao, Chen Change Loy, Dahua Lin, Christoph Feichtenhofer arXiv_CV arXiv_CV  NAS  Recognition  Detection  Object_Detection  PDF
• 2020-04-06 Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio    Zhengsu Chen, Jianwei Niu, Lingxi Xie, Xuefeng Liu, Longhui Wei, Qi Tian arXiv_CV arXiv_CV  NAS  Classification  Attention  Image_Classification  PDF
• 2020-04-06 Exploration of Input Patterns for Enhancing the Performance of Liquid State Machines    Shasha Guo, Lianhua Qu, Lei Wang, Xulong Tang, Shuo Tian, Shiming Li, Weixia Xu arXiv_CV arXiv_CV  NAS  Pose  Attention  PDF
• 2020-04-04 Neural Architecture Search for Lightweight Non-Local Networks    Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan Yuille arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-04-04 A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS    Xuefei Ning, Yin Zheng, Tianchen Zhao, Yu Wang, Huazhong Yang arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2020-03-31 Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation    Peng Sun, Jiaxiang Wu, Songyuan Li, Peiwen Lin, Junzhou Huang, Xi Li arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  PDF
• 2020-03-31 MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning    Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia, Wei Liu arXiv_CV arXiv_CV  NAS  Regularization  Pose  PDF
• 2020-03-30 DHP: Differentiable Meta Pruning via HyperNetworks    Yawei Li, Shuhang Gu, Kai Zhang, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Super_Resolution  Optimization  Sparse  Regularization  Pose  Classification  Denoising  Image_Classification  Inference  PDF
• 2020-03-30 AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Dataset    S.H.Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee arXiv_CV arXiv_CV  NAS  Transfer_Learning  Optimization  Knowledge  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2020-03-29 Disturbance-immune Weight Sharing for Neural Architecture Search    Shuaicheng Niu, Jiaxiang Wu, Yifan Zhang, Yong Guo, Peilin Zhao, Junzhou Huang, Mingkui Tan arXiv_CV arXiv_CV  NAS  Gradient_Descent  Knowledge  Pose  Attention  PDF
• 2020-03-28 NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search    Chen Wei, Chuang Niu, Yiping Tang, Jimin Liang arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2020-03-28 CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Network    Qihang Yu, Yingwei Li, Jieru Mei, Yuyin Zhou, Alan L. Yuille arXiv_CV arXiv_CV  NAS  Segmentation  Recognition  3D  Pose  Action_Recognition  Action  Medical  CNN  PDF
• 2020-03-27 DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search    Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan arXiv_CV arXiv_CV  NAS  Knowledge  PDF
• 2020-03-27 MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation    Chaoyang He, Haishan Ye, Li Shen, Tong Zhang arXiv_CV arXiv_CV  NAS  Optimization  Pose  CNN  PDF
• 2020-03-26 Are Labels Necessary for Neural Architecture Search?    Chenxi Liu, Piotr Dollár, Kaiming He, Ross Girshick, Alan Yuille, Saining Xie arXiv_CV arXiv_CV  NAS  Unsupervised  PDF
• 2020-03-26 DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation    Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang, Wenqi Ren arXiv_CV arXiv_CV  NAS  Segmentation  Pose  Prediction  PDF
• 2020-03-26 Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection    Jianyuan Guo, Kai Han, Yunhe Wang, Chao Zhang, Zhaohui Yang, Han Wu, Xinghao Chen, Chang Xu arXiv_CV arXiv_CV  NAS  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2020-03-26 Latency-Aware Differentiable Neural Architecture Search    Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Bowen Shi, Qi Tian, Hongkai Xiong arXiv_CV arXiv_CV  NAS  Optimization  Prediction  PDF
• 2020-03-25 GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet    Shan You, Tao Huang, Mingmin Yang, Fei Wang, Chen Qian, Changshui Zhang arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-03-25 ASFD: Automatic and Scalable Face Detector    Bin Zhang, Jian Li, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yili Xia, Wenjiang Pei, Rongrong Ji arXiv_CV arXiv_CV  NAS  Enhancement  Pose  Face  Classification  Detection  Object_Detection  PDF
• 2020-03-24 BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models    Jiahui Yu, Pengchong Jin, Hanxiao Liu, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Thomas Huang, Xiaodan Song, Ruoming Pang, Quoc Le arXiv_CV arXiv_CV  NAS  Pose  Prediction  PDF
• 2020-03-24 A Survey of Methods for Low-Power Deep Learning and Computer Vision    Abhinav Goel, Caleb Tung, Yung-Hsiang Lu, George K. Thiruvathukal arXiv_CV arXiv_CV  NAS  Quantization  Knowledge  Survey  Deep_Learning  CNN  Inference  PDF
• 2020-03-21 Probabilistic Dual Network Architecture Search on Graphs    Yiren Zhao, Duo Wang, Xitong Gao, Robert Mullins, Pietro Lio, Mateja Jamnik arXiv_AI arXiv_AI  NAS  Pose  Attention  PDF
• 2020-03-21 Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators    Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-03-19 GAN Compression: Efficient Architectures for Interactive Conditional GANs    Muyang Li, Ji Lin, Yaoyao Ding, Zhijian Liu, Jun-Yan Zhu, Song Han arXiv_CV arXiv_CV  NAS  Recognition  Knowledge  Adversarial  Pose  GAN  Inference  PDF
• 2020-03-19 Lifelong Learning with Searchable Extension Units    Wenjin Wang, Yunqing Hu, Yin Zhang arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-03-17 Evolutionary Neural Architecture Search for Retinal Vessel Segmentation    Zhun Fan, Jiahong Wei, Guijie Zhu, Jiajie Mo, Wenji Li arXiv_CV arXiv_CV  NAS  Segmentation  Pose  PDF
• 2020-03-14 Efficient Backbone Search for Scene Text Recognition    Hui Zhang, Quanming Yao, Mingkun Yang, Yongchao Xu, Xiang Bai arXiv_CV arXiv_CV  NAS  Recognition  Pose  Scene_Text  Attention  PDF
• 2020-03-11 PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment    Sian-Yao Huang, Wei-Ta Chu arXiv_CV arXiv_CV  NAS  Pose  Classification  Deep_Learning  PDF
• 2020-03-10 MixPath: A Unified Approach for One-shot Neural Architecture Search    Xiangxiang Chu, Xudong Li, Shun Lu, Bo Zhang, Jixiang Li arXiv_CV arXiv_CV  NAS  Pose  CNN  PDF
• 2020-03-10 Hierarchical Neural Architecture Search for Single Image Super-Resolution    Yong Guo, Yongsheng Luo, Zhenhao He, Jin Huang, Jian Chen arXiv_CV arXiv_CV  NAS  Super_Resolution  Pose  PDF
• 2020-03-09 How to Train Your Super-Net: An Analysis of Training Heuristics in Weight-Sharing NAS    Kaicheng Yu, Rene Ranftl, Mathieu Salzmann arXiv_CV arXiv_CV  NAS  Relation  PDF
• 2020-03-09 Searching Central Difference Convolutional Networks for Face Anti-Spoofing    Zitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su, Xiaobai Li, Feng Zhou, Guoying Zhao arXiv_CV arXiv_CV  NAS  Recognition  Pose  Face  Face_Recognition  Attention  CNN  PDF
• 2020-03-04 Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices    Byung Hoon Ahn, Jinwon Lee, Jamie Menjay Lin, Hsin-Pai Cheng, Jilei Hou, Hadi Esmaeilzadeh arXiv_CV arXiv_CV  NAS  PDF
• 2020-03-03 BATS: Binary ArchitecTure Search    Adrian Bulat, Brais Martinez, Georgios Tzimiropoulos arXiv_CV arXiv_CV  NAS  Knowledge  Pose  PDF
• 2020-03-03 BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation    Wei Hao Khoong arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  RNN  Pose  Medical  CNN  PDF
• 2020-03-03 ADWPNAS: Architecture-Driven Weight Prediction for Neural Architecture Search    XuZhang, ChenjunZhou, BoGu arXiv_AI arXiv_AI  NAS  Pose  Prediction  PDF
• 2020-03-02 RandomNet: Towards Fully Automatic Neural Architecture Design for Multimodal Learning    Stefano Alletto, Shenyang Huang, Vincent Francois-Lavet, Yohei Nakata, Guillaume Rabusseau arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-02-29 NAS-Count: Counting-by-Density with Neural Architecture Search    Yutao Hu, Xiaolong Jiang, Xuhui Liu, Baochang Zhang, Jungong Han, Xianbin Cao, David Doermann arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-02-28 Neural Inheritance Relation Guided One-Shot Layer Assignment Search    Rang Meng, Weijie Chen, Di Xie, Yuan Zhang, Shiliang Pu arXiv_CV arXiv_CV  NAS  Pose  Relation  PDF
• 2020-02-27 EcoNAS: Finding Proxies for Economical Neural Architecture Search    Dongzhan Zhou, Xinchi Zhou, Wenwei Zhang, Chen Change Loy, Shuai Yi, Xuesen Zhang, Wanli Ouyang arXiv_CV arXiv_CV  NAS  Pose  Matching  PDF
• 2020-02-26 Automatically Searching for U-Net Image Translator Architecture    Han Shu, Yunhe Wang arXiv_CV arXiv_CV  NAS  Segmentation  Pose  Quantitative  Medical  PDF
• 2020-02-25 Searching for Winograd-aware Quantized Networks    Javier Fernandez-Marques, Paul N. Whatmough, Andrew Mundy, Matthew Mattina arXiv_CV arXiv_CV  NAS  Quantization  Pose  Classification  CNN  PDF
• 2020-02-23 AtomNAS: Fine-Grained End-to-End Neural Architecture Search    Jieru Mei, Yingwei Li, Xiaochen Lian, Xiaojie Jin, Linjie Yang, Alan Yuille, Jianchao Yang arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2020-02-22 Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction    Jiangpeng Yan, Shuo Chen, Xiu Li, Yongbing Zhang arXiv_CV arXiv_CV  NAS  Reconstruction  Pose  Deep_Learning  Medical  CNN  PDF
• 2020-02-19 Neural Architecture Search For Fault Diagnosis    Xudong Li, Yang Hu, Jianhua Zheng, Mingtao Li arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Knowledge  Pose  Action  Deep_Learning  PDF
• 2020-02-13 NAS evaluation is frustratingly hard    Antoine Yang, Pedro M. Esperança, Fabio M. Carlucci arXiv_CV arXiv_CV  NAS  Pose  CNN  PDF
• 2020-02-13 Training Large Neural Networks with Constant Memory using a New Execution Algorithm    Bharadwaj Pudipeddi, Maral Mesmakhosroshahi, Jinwen Xi, Sujeeth Bharadwaj arXiv_CV arXiv_CV  Transformer  NAS  Bert  Optimization  PDF
• 2020-02-11 To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing    Aloïs Pourchot, Alexis Ducarouge, Olivier Sigaud arXiv_CV arXiv_CV  NAS  Relation  PDF
• 2020-01-23 BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget    Jack Turner, Elliot J. Crowley, Michael O'Boyle, Amos Storkey, Gavin Gray arXiv_CV arXiv_CV  NAS  Classification  Detection  CNN  PDF
• 2019-12-13 PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices    Delia Velasco-Montero (1), Jorge Fernández-Berni (1), Ricardo Carmona-Galán (1), Ángel Rodríguez-Vázquez (1) ((1) Instituto de Microelectrónica de Sevilla (Universidad de Sevilla-CSIC)) arXiv_CV arXiv_CV  NAS  Knowledge  Pose  CNN  Inference  Prediction  PDF
• 2019-12-12 STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods    Shayan Hassantabar, Xiaoliang Dai, Niraj K. Jha arXiv_CV arXiv_CV  NAS  Knowledge  Pose  CNN  Inference  PDF
• 2019-12-11 A Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction    David Friede, Jovita Lukasik, Heiner Stuckenschmidt, Margret Keuper arXiv_CV arXiv_CV  NAS  Embedding  Pose  Prediction  PDF
• 2019-12-11 Leveraging End-to-End Speech Recognition with Neural Architecture Search    Ahmed Baruwa, Mojeed Abisiga, Ibrahim Gbadegesin, Afeez Fakunle arXiv_SD arXiv_SD  NAS  Recognition  Optimization  Speech  Attention  Speech_Recognition  PDF
• 2019-12-11 UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation    Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh, Jianming Liang arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  Medical  CNN  Inference  PDF
• 2019-12-10 SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization    Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Golnaz Ghiasi, Mingxing Tan, Yin Cui, Quoc V. Le, Xiaodan Song arXiv_CV arXiv_CV  NAS  Recognition  Pose  Classification  Detection  Object_Detection  CNN  PDF
• 2019-12-10 Efficient Differentiable Neural Architecture Search with Meta Kernels    Shoufa Chen, Yunpeng Chen, Shuicheng Yan, Jiashi Feng arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-12-06 NASNet: A Neuron Attention Stage-by-Stage Net for Single Image Deraining    Xu Qin, Zhilin Wang arXiv_CV arXiv_CV  NAS  Pose  Quantitative  Relation  Attention  PDF
• 2019-12-05 Ultrafast Photorealistic Style Transfer via Neural Architecture Search    Jie An, Haoyi Xiong, Jun Huan, Jiebo Luo arXiv_CV arXiv_CV  NAS  Style_Transfer  Pose  PDF
• 2019-12-04 AdversarialNAS: Adversarial Neural Architecture Search for GANs    Chen Gao, Yunpeng Chen, Si Liu, Zhenxiong Tan, Shuicheng Yan arXiv_CV arXiv_CV  NAS  Adversarial  Pose  GAN  PDF
• 2019-12-03 Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks    Zhichao Lu, Ian Whalen, Yashesh Dhebar, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti arXiv_CV arXiv_CV  NAS  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2019-12-03 EDAS: Efficient and Differentiable Architecture Search    Hyeong Gwon Hong, Pyunghwan Ahn, Junmo Kim arXiv_CV arXiv_CV  NAS  Quantization  Optimization  Regularization  PDF
• 2019-12-02 MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices    Bo Chen, Golnaz Ghiasi, Hanxiao Liu, Tsung-Yi Lin, Dmitry Kalenichenko, Hartwig Adams, Quoc V. Le arXiv_CV arXiv_CV  NAS  Pose  Detection  Object_Detection  PDF
• 2019-12-02 Learning to reinforcement learn for Neural Architecture Search    J. Gomez Robles, J. Vanschoren arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Pose  PDF
• 2019-12-02 DEGAS: Differentiable Efficient Generator Search    Sivan Doveh, Raja Giryes arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Reinforcement_Learning  Optimization  Adversarial  Pose  Classification  GAN  PDF
• 2019-12-01 MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification    Sivan Doveh, Eli Schwartz, Chao Xue, Rogerio Feris, Alex Bronstein, Raja Giryes, Leonid Karlinsky arXiv_CV arXiv_CV  NAS  Pose  Classification  Few-Shot  Attention  PDF
• 2019-11-30 SGAS: Sequential Greedy Architecture Search    Guohao Li, Guocheng Qian, Itzel C. Delgadillo, Matthias Müller, Ali Thabet, Bernard Ghanem arXiv_CV arXiv_CV  NAS  Point_Cloud  Action  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2019-11-29 Blockwisely Supervised Neural Architecture Search with Knowledge Distillation    Changlin Li, Jiefeng Peng, Liuchun Yuan, Guangrun Wang, Xiaodan Liang, Liang Lin, Xiaojun Chang arXiv_CV arXiv_CV  NAS  Knowledge  Pose  PDF
• 2019-11-29 Towards Oracle Knowledge Distillation with Neural Architecture Search    Minsoo Kang, Jonghwan Mun, Bohyung Han arXiv_CV arXiv_CV  NAS  Knowledge  Classification  Image_Classification  PDF
• 2019-11-28 Data-Driven Compression of Convolutional Neural Networks    Ramit Pahwa, Manoj Ghuhan Arivazhagan, Ankur Garg, Siddarth Krishnamoorthy, Rohit Saxena, Sunav Choudhary arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Knowledge  Action  CNN  PDF
• 2019-11-27 Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search    Xiangxiang Chu, Tianbao Zhou, Bo Zhang, Jixiang Li arXiv_AI arXiv_AI  NAS  Optimization  Pose  PDF
• 2019-11-26 Ranking architectures using meta-learning    Alina Dubatovka, Efi Kokiopoulou, Luciano Sbaiz, Andrea Gesmundo, Gabor Bartok, Jesse Berent arXiv_CV arXiv_CV  NAS  Pose  Prediction  PDF
• 2019-11-25 Binarized Neural Architecture Search    Hanlin Chen, Li'an Zhuo, Baochang Zhang, Xiawu Zheng, Jianzhuang Liu, David Doermann, Rongrong Ji arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2019-11-25 When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks    Minghao Guo, Yuzhe Yang, Rui Xu, Ziwei Liu arXiv_CV arXiv_CV  NAS  Adversarial  PDF
• 2019-11-24 Exploiting Operation Importance for Differentiable Neural Architecture Search    Xukai Xie, Yuan Zhou, Sun-Yuan Kung arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-11-22 SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection    Lewei Yao, Hang Xu, Wei Zhang, Xiaodan Liang, Zhenguo Li arXiv_CV arXiv_CV  NAS  Detection  Object_Detection  Inference  PDF
• 2019-11-22 DBSN: Measuring Uncertainty through Bayesian Learning of Deep Neural Network Structures    Zhijie Deng, Yucen Luo, Jun Zhu, Bo Zhang arXiv_AI arXiv_AI  NAS  Segmentation  Pose  Classification  Deep_Learning  Inference  PDF
• 2019-11-21 Data Proxy Generation for Fast and Efficient Neural Architecture Search    Minje Park arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-11-21 AutoShrink: A Topology-aware NAS for Discovering Efficient Neural Architecture    Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Li, Yiran Chen arXiv_CV arXiv_CV  NAS  RNN  Pose  Classification  Image_Classification  PDF
• 2019-11-20 Search to Distill: Pearls are Everywhere but not the Eyes    Yu Liu, Xuhui Jia, Mingxing Tan, Raviteja Vemulapalli, Yukun Zhu, Bradley Green, Xiaogang Wang arXiv_CV arXiv_CV  NAS  Recognition  Knowledge  Pose  Face  Classification  Face_Recognition  PDF
• 2019-11-19 Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition    Bing Xu, Andrew Tulloch, Yunpeng Chen, Xiaomeng Yang, Lin Qiao arXiv_CV arXiv_CV  NAS  Recognition  Pose  PDF
• 2019-11-18 ImmuNeCS: Neural Committee Search by an Artificial Immune System    Luc Frachon, Wei Pang, George M. Coghill arXiv_AI arXiv_AI  NAS  Deep_Learning  CNN  PDF
• 2019-11-18 Fine-Grained Neural Architecture Search    Heewon Kim, Seokil Hong, Bohyung Han, Heesoo Myeong, Kyoung Mu Lee arXiv_CV arXiv_CV  NAS  Gradient_Descent  Super_Resolution  Pose  Classification  GAN  Image_Classification  PDF
• 2019-11-16 S2DNAS: Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search    Zhihang Yuan, Bingzhe Wu, Zheng Liang, Shiwan Zhao, Weichen Bi, Guangyu Sun arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Pose  Deep_Learning  CNN  Inference  PDF
• 2019-11-16 Optimized CNN for PolSAR Image Classification via Differentiable Neural Architecture Search    Hongwei Dong, Siyu Zhang, Bin Zou, Lamei Zhang arXiv_CV arXiv_CV  NAS  Gradient_Descent  Knowledge  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2019-11-11 Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching    Wei Peng, Xiaopeng Hong, Haoyu Chen, Guoying Zhao arXiv_CV arXiv_CV  NAS  Recognition  Pose  Action_Recognition  Action  Relation  Attention  CNN  PDF
• 2019-11-08 RAPDARTS: Resource-Aware Progressive Differentiable Architecture Search    Sam Green, Craig M. Vineyard, Ryan Helinski, Çetin Kaya Koç arXiv_CV arXiv_CV  NAS  Optimization  Pose  Classification  PDF
• 2019-11-07 Microsoft Research Asia's Systems for WMT19    Yingce Xia, Xu Tan, Fei Tian, Fei Gao, Weicong Chen, Yang Fan, Linyuan Gong, Yichong Leng, Renqian Luo, Yiren Wang, Lijun Wu, Jinhua Zhu, Tao Qin, Tie-Yan Liu arXiv_CL arXiv_CL  Transformer  NAS  Optimization  Knowledge  PDF
• 2019-11-06 Auptimizer -- an Extensible, Open-Source Framework for Hyperparameter Tuning    Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah arXiv_CV arXiv_CV  NAS  Tracking  Optimization  PDF
• 2019-10-31 On Neural Architecture Search for Resource-Constrained Hardware Platforms    Qing Lu, Weiwen Jiang, Xiaowei Xu, Yiyu Shi, Jingtong Hu arXiv_CV arXiv_CV  NAS  Quantization  Pose  PDF
• 2019-10-28 Combinatorial Bayesian Optimization using the Graph Cartesian Product    Changyong Oh, Jakub M. Tomczak, Efstratios Gavves, Max Welling arXiv_CV arXiv_CV  NAS  Optimization  Pose  Action  PDF
• 2019-10-25 Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters    Kaifeng Bi, Changping Hu, Lingxi Xie, Xin Chen, Longhui Wei, Qi Tian arXiv_CV arXiv_CV  NAS  Optimization  Pose  Deep_Learning  PDF
• 2019-10-25 Hardware-aware One-Shot Neural Architecture Search in Coordinate Ascent Framework    Li Lyna Zhang, Yuqing Yang, Yuhang Jiang, Wenwu Zhu, Yunxin Liu arXiv_CV arXiv_CV  NAS  Pose  CNN  Inference  PDF
• 2019-10-23 Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands    Hans Pinckaers, Geert Litjens arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Optimization  Pose  Quantitative  Medical  CNN  PDF
• 2019-10-23 Efficient Decoupled Neural Architecture Search by Structure and Operation Sampling    Heung-Chang Lee, Do-Guk Kim, Bohyung Han arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  RNN  Pose  Action  PDF
• 2019-10-19 NASIB: Neural Architecture Search withIn Budget    Abhishek Singh, Anubhav Garg, Jinan Zhou, Shiv Ram Dubey, Debo Dutta arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  PDF
• 2019-10-15 Learning Generalisable Omni-Scale Representations for Person Re-Identification    Kaiyang Zhou, Xiatian Zhu, Yongxin Yang, Andrea Cavallaro, Tao Xiang arXiv_CV arXiv_CV  NAS  Person_Re-identification  Unsupervised  Re-identification  CNN  PDF
• 2019-10-15 State of Compact Architecture Search For Deep Neural Networks    Mohammad Javad Shafiee, Andrew Hryniowski, Francis Li, Zhong Qiu Lin, Alexander Wong arXiv_CV arXiv_CV  NAS  Regularization  PDF
• 2019-10-13 One-Shot Neural Architecture Search via Self-Evaluated Template Network    Xuanyi Dong, Yi Yang arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-10-10 Searching for A Robust Neural Architecture in Four GPU Hours    Xuanyi Dong, Yi Yang arXiv_CV arXiv_CV  NAS  Gradient_Descent  Reinforcement_Learning  Pose  PDF
• 2019-10-07 Energy-Aware Neural Architecture Optimization with Fast Splitting Steepest Descent    Dilin Wang, Meng Li, Lemeng Wu, Vikas Chandra, Qiang Liu arXiv_AI arXiv_AI  NAS  Optimization  Deep_Learning  PDF
• 2019-10-06 Improving One-shot NAS by Suppressing the Posterior Fading    Xiang Li, Chen Lin, Chuming Li, Ming Sun, Wei Wu, Junjie Yan, Wanli Ouyang arXiv_CV arXiv_CV  NAS  Person_Re-identification  Detection  Object_Detection  Re-identification  PDF
• 2019-10-01 Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation    Kenton Murray, Jeffery Kinnison, Toan Q. Nguyen, Walter Scheirer, David Chiang arXiv_CL arXiv_CL  Transformer  NAS  Regularization  PDF
• 2019-10-01 Sub-Architecture Ensemble Pruning in Neural Architecture Search    Yijun Bian, Qingquan Song, Mengnan Du, Jun Yao, Huanhuan Chen, Xia Hu arXiv_AI arXiv_AI  NAS  Pose  Attention  PDF
• 2019-09-30 Towards modular and programmable architecture search    Renato Negrinho, Darshan Patil, Nghia Le, Daniel Ferreira, Matthew Gormley, Geoffrey Gordon arXiv_AI arXiv_AI  NAS  Optimization  Pose  Face  Deep_Learning  CNN  Language_Model  PDF
• 2019-09-26 Exascale Deep Learning to Accelerate Cancer Research    Robert M. Patton, J. Travis Johnston, Steven R. Young, Catherine D. Schuman, Thomas E. Potok, Derek C. Rose, Seung-Hwan Lim, Junghoon Chae, Le Hou, Shahira Abousamra, Dimitris Samaras, Joel Saltz arXiv_AI arXiv_AI  NAS  Deep_Learning  Inference  Prediction  PDF
• 2019-09-26 StacNAS: Towards stable and consistent optimization for differentiable Neural Architecture Search    Guilin Li, Xing Zhang, Zitong Wang, Zhenguo Li, Tong Zhang arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2019-09-23 Scheduled Differentiable Architecture Search for Visual Recognition    Zhaofan Qiu, Ting Yao, Yiheng Zhang, Yongdong Zhang, Tao Mei arXiv_CV arXiv_CV  NAS  Gradient_Descent  Recognition  Pose  CNN  PDF
• 2019-09-20 Understanding and Robustifying Differentiable Architecture Search    Arber Zela, Thomas Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, Frank Hutter arXiv_AI arXiv_AI  NAS  Optimization  Regularization  Pose  Classification  Attention  Image_Classification  Language_Model  PDF
• 2019-09-20 Understanding Architectures Learnt by Cell-based Neural Architecture Search    Yao Shu, Wei Wang, Shaofeng Cai arXiv_CV arXiv_CV  NAS  Recognition  Pose  Classification  Attention  Image_Classification  Language_Model  PDF
• 2019-09-20 Genetic Neural Architecture Search for automatic assessment of human sperm images    Erfan Miahi, Seyed Abolghasem Mirroshandel, Alexis Nasr arXiv_CV arXiv_CV  NAS  Pose  Detection  Medical  CNN  PDF
• 2019-09-18 IR-NAS: Neural Architecture Search for Image Restoration    Haokui Zhang, Ying Li, Hao Chen, Chunhua Shen arXiv_CV arXiv_CV  NAS  Restoration  Pose  Denoising  Attention  Inference  PDF
• 2019-09-16 Pose Neural Fabrics Search    Sen Yang, Wankou Yang, Zhen Cui arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose_Estimation  Knowledge  Pose  Classification  Relation  Image_Classification  PDF
• 2019-09-15 Graph-guided Architecture Search for Real-time Semantic Segmentation    Peiwen Lin, Peng Sun, Guangliang Cheng, Sirui Xie, Xi Li, Jianping Shi arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  PDF
• 2019-09-13 DARTS+: Improved Differentiable Architecture Search with Early Stopping    Hanwen Liang, Shifeng Zhang, Jiacheng Sun, Xingqiu He, Weiran Huang, Kechen Zhuang, Zhenguo Li arXiv_CV arXiv_CV  NAS  Gradient_Descent  Optimization  Pose  PDF
• 2019-09-12 SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation    Ken C. L. Wong, Mehdi Moradi arXiv_CV arXiv_CV  NAS  Segmentation  3D  Optimization  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2019-09-12 Human-Machine Collaborative Design for Accelerated Design of Compact Deep Neural Networks for Autonomous Driving    Mohammad Javad Shafiee, Mirko Nentwig, Yohannes Kassahun, Francis Li, Stanislav Bochkarev, Akif Kamal, David Dolson, Secil Altintas, Arif Virani, Alexander Wong arXiv_CV arXiv_CV  NAS  Pose  Quantitative  Deep_Learning  Detection  Object_Detection  Autonomous  PDF
• 2019-09-11 CARS: Continuous Evolution for Efficient Neural Architecture Search    Zhaohui Yang, Yunhe Wang, Xinghao Chen, Boxin Shi, Chao Xu, Chunjing Xu, Qi Tian, Chang Xu arXiv_CV arXiv_CV  NAS  PDF
• 2019-09-06 Efficient Automatic Meta Optimization Search for Few-Shot Learning    Xinyue Zheng, Peng Wang, Qigang Wang, Zhongchao shi, Feiyu Xu arXiv_CV arXiv_CV  NAS  Optimization  Pose  Few-Shot  PDF
• 2019-09-05 Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection    Junran Peng, Ming Sun, Zhaoxiang Zhang, Tieniu Tan, Junjie Yan arXiv_CV arXiv_CV  NAS  Optimization  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2019-09-04 Rethinking the Number of Channels for the Convolutional Neural Network    Hui Zhu, Zhulin An, Chuanguang Yang, Xiaolong Hu, Kaiqiang Xu, Yongjun Xu arXiv_CV arXiv_CV  NAS  Pose  Classification  CNN  PDF
• 2019-09-03 MANAS: Multi-Agent Neural Architecture Search    Fabio Maria Carlucci, Pedro Esperanca, Rasul Tutunov, Marco Singh, Victor Gabillon, Antoine Yang, Hang Xu, Zewei Chen, Jun Wang arXiv_CV arXiv_CV  NAS  PDF
• 2019-09-02 Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation    Woong Bae, Seungho Lee, Yeha Lee, Beomhee Park, Minki Chung, Kyu-Hwan Jung arXiv_CV arXiv_CV  NAS  Segmentation  Reinforcement_Learning  3D  Pose  Deep_Learning  Medical  PDF
• 2019-08-31 HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking    Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Hui Xu, Mi Zhang arXiv_CV arXiv_CV  NAS  Pose  Attention  PDF
• 2019-08-30 Learning Rich Representations For Structured Visual Prediction Tasks    Mohammadreza Mostajabi arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Weakly_Supervised  Sparse  Regularization  Pose  Action  Classification  Inference  Prediction  PDF
• 2019-08-26 On the Bounds of Function Approximations    Adrian de Wynter arXiv_CV arXiv_CV  NAS  Relation  Attention  PDF
• 2019-08-26 Once for All: Train One Network and Specialize it for Efficient Deployment    Han Cai, Chuang Gan, Song Han arXiv_CV arXiv_CV  NAS  Pose  Deep_Learning  PDF
• 2019-08-26 Customizable Architecture Search for Semantic Segmentation    Yiheng Zhang, Zhaofan Qiu, Jingen Liu, Ting Yao, Dong Liu, Tao Mei arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Optimization  Pose  PDF
• 2019-08-20 Efficient Deep Neural Networks    Bichen Wu arXiv_CV arXiv_CV  NAS  Point_Cloud  Autonomous  Inference  PDF
• 2019-08-19 Architecture Search by Estimation of Network Structure Distributions    Anton Muravev, Jenni Raitoharju, Moncef Gabbouj arXiv_CV arXiv_CV  NAS  Pose  Deep_Learning  PDF
• 2019-08-19 Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters    Marius Lindauer, Matthias Feurer, Katharina Eggensperger, André Biedenkapp, Frank Hutter arXiv_AI arXiv_AI  NAS  Optimization  PDF
• 2019-08-16 ScarletNAS: Bridging the Gap Between Scalability and Fairness in Neural Architecture Search    Xiangxiang Chu, Bo Zhang, Jixiang Li, Qingyuan Li, Ruijun Xu arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-08-16 BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters    Marius Lindauer, Katharina Eggensperger, Matthias Feurer, André Biedenkapp, Joshua Marben, Philipp Müller, Frank Hutter arXiv_AI arXiv_AI  NAS  Optimization  PDF
• 2019-08-13 Einconv: Exploring Unexplored Tensor Decompositions for Convolutional Neural Networks    Kohei Hayashi, Taiki Yamaguchi, Yohei Sugawara, Shin-ichi Maeda arXiv_CV arXiv_CV  NAS  CNN  Inference  Prediction  PDF
• 2019-08-11 AutoGAN: Neural Architecture Search for Generative Adversarial Networks    Xinyu Gong, Shiyu Chang, Yifan Jiang, Zhangyang Wang arXiv_CV arXiv_CV  NAS  Segmentation  RNN  Adversarial  Face  Classification  GAN  Image_Classification  PDF
• 2019-08-05 SqueezeNAS: Fast neural architecture search for faster semantic segmentation    Albert Shaw, Daniel Hunter, Forrest Iandola, Sammy Sidhu arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Classification  Image_Classification  Inference  PDF
• 2019-08-04 MoGA: Searching Beyond MobileNetV3    Xiangxiang Chu, Bo Zhang, Ruijun Xu arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-08-02 AutoML: A Survey of the State-of-the-Art    Xin He, Kaiyong Zhao, Xiaowen Chu arXiv_CV arXiv_CV  NAS  Survey  Deep_Learning  PDF
• 2019-07-29 Particle Swarm Optimisation for Evolving Deep Neural Networks for Image Classification by Evolving and Stacking Transferable Blocks    Bin Wang, Bing Xue, Mengjie Zhang arXiv_CV arXiv_CV  NAS  Transfer_Learning  Reinforcement_Learning  Pose  Classification  CNN  Image_Classification  PDF
• 2019-07-22 MixNet: Mixed Depthwise Convolutional Kernels    Mingxing Tan, Quoc V. Le arXiv_CV arXiv_CV  NAS  Pose  Classification  Detection  Object_Detection  CNN  PDF
• 2019-07-22 MemNet: Memory-Efficiency Guided Neural Architecture Search with Augment-Trim learning    Peiye Liu, Bo Wu, Huadong Ma, Pavan Kumar Chundi, Mingoo Seok arXiv_CV arXiv_CV  NAS  Pose  Inference  PDF
• 2019-07-22 Efficient Novelty-Driven Neural Architecture Search    Miao Zhang, Huiqi Li, Shirui Pan, Taoping Liu, Steven Su arXiv_CV arXiv_CV  NAS  Relation  Attention  PDF
• 2019-07-18 XferNAS: Transfer Neural Architecture Search    Martin Wistuba arXiv_CV arXiv_CV  NAS  Optimization  Knowledge  Pose  PDF
• 2019-07-16 A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera    Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A Velastin arXiv_CV arXiv_CV  NAS  Recognition  3D  Pose_Estimation  Pose  Action_Recognition  Action  Deep_Learning  Detection  Object_Detection  Inference  PDF
• 2019-07-15 Controlling Model Complexity in Probabilistic Model-Based Dynamic Optimization of Neural Network Structures    Shota Saito, Shinichi Shirakawa arXiv_CV arXiv_CV  NAS  Gradient_Descent  Optimization  Pose  CNN  PDF
• 2019-07-12 PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search    Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Qi Tian, Hongkai Xiong arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-07-12 Deep Model Compression via Filter Auto-sampling    Daquan Zhou, Xiaojie Jin, Kaixin Wang, Jianchao Yang, Jiashi Feng arXiv_CV arXiv_CV  NAS  Pose  Classification  PDF
• 2019-07-10 Video Action Recognition Via Neural Architecture Searching    Wei Peng, Xiaopeng Hong, Guoying Zhao arXiv_CV arXiv_CV  NAS  Recognition  3D  Action_Recognition  Action  PDF
• 2019-07-07 EPNAS: Efficient Progressive Neural Architecture Search    Yanqi Zhou, Peng Wang, Sercan Arik, Haonan Yu, Syed Zawad, Feng Yan, Greg Diamos arXiv_CV arXiv_CV  NAS  Recognition  Pose  Prediction  PDF
• 2019-07-06 Hardware/Software Co-Exploration of Neural Architectures    Weiwen Jiang, Lei Yang, Edwin Sha, Qingfeng Zhuge, Shouzhen Gu, Yiyu Shi, Jingtong Hu arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Pose  PDF
• 2019-07-03 Neural Network Architecture Search with Differentiable Cartesian Genetic Programming for Regression    Marcus Märtens, Dario Izzo arXiv_CV arXiv_CV  NAS  Gradient_Descent  Pose  Deep_Learning  Relation  PDF
• 2019-07-03 FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search    Xiangxiang Chu, Bo Zhang, Ruijun Xu, Jixiang Li arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2019-07-01 Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization    Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu arXiv_CV arXiv_CV  NAS  Optimization  Pose  Classification  CNN  Image_Classification  PDF
• 2019-06-27 Evolving Robust Neural Architectures to Defend from Adversarial Attacks    Danilo Vasconcellos Vargas, Shashank Kotyan arXiv_AI arXiv_AI  NAS  Adversarial  Pose  PDF
• 2019-06-25 AGAN: Towards Automated Design of Generative Adversarial Networks    Hanchao Wang, Jun Huan arXiv_CV arXiv_CV  NAS  Unsupervised  Regularization  Adversarial  Classification  GAN  Image_Classification  PDF
• 2019-06-23 Densely Connected Search Space for More Flexible Neural Architecture Search    Jiemin Fang, Yuzhu Sun, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-06-23 One-Shot Neural Architecture Search Through A Posteriori Distribution Guided Sampling    Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  PDF
• 2019-06-20 Clustering and Classification Networks    Jin-mo Choi arXiv_CV arXiv_CV  NAS  Classification  PDF
• 2019-06-19 SwiftNet: Using Graph Propagation as Meta-knowledge to Search HighlyvRepresentative Neural Architectures    Hsin-Pai (Dave) Cheng, Tunhou Zhang, Yukun Yang, Feng Yan, Shiyu Li, Harris Teague, Hai (Helen)Li, Yiran Chen arXiv_AI arXiv_AI  NAS  Knowledge  Pose  Inference  PDF
• 2019-06-19 Transfer NAS: Knowledge Transfer between Search Spaces with Transformer Agents    Zalán Borsos, Andrey Khorlin, Andrea Gesmundo arXiv_CV arXiv_CV  Transformer  NAS  Knowledge  Pose  PDF
• 2019-06-19 XNAS: Neural Architecture Search with Expert Advice    Niv Nayman, Asaf Noy, Tal Ridnik, Itamar Friedman, Rong Jin, Lihi Zelnik-Manor arXiv_CV arXiv_CV  NAS  Optimization  Classification  Image_Classification  Prediction  PDF
• 2019-06-18 A Study of the Learning Progress in Neural Architecture Search Techniques    Prabhant Singh, Tobias Jacobs, Sebastien Nicolas, Mischa Schmidt arXiv_CV arXiv_CV  NAS  Pose  Attention  PDF
• 2019-06-17 Hardware Aware Neural Network Architectures using FbNet    Sai Vineeth Kalluru Srinivas, Harideep Nair, Vinay Vidyasagar arXiv_CV arXiv_CV  NAS  PDF
• 2019-06-17 Sample-Efficient Neural Architecture Search by Learning Action Space    Linnan Wang, Saining Xie, Teng Li, Rodrigo Fonseca, Yuandong Tian arXiv_CV arXiv_CV  NAS  Pose  Action  PDF
• 2019-06-14 Fixing the train-test resolution discrepancy    Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou arXiv_AI arXiv_AI  NAS  Pose  Classification  Image_Classification  PDF
• 2019-06-13 Scalable Neural Architecture Search for 3D Medical Image Segmentation    Sungwoong Kim, Ildoo Kim, Sungbin Lim, Woonhyuk Baek, Chiheon Kim, Hyungjoo Cho, Boogeon Yoon, Taesup Kim arXiv_CV arXiv_CV  NAS  Segmentation  3D  Optimization  Pose  Medical  PDF
• 2019-06-12 Continual and Multi-Task Architecture Search    Ramakanth Pasunuru, Mohit Bansal arXiv_CV arXiv_CV  NAS  Video_Caption  Knowledge  Classification  Caption  Image_Classification  Language_Model  PDF
• 2019-06-11 NAS-FCOS: Fast Neural Architecture Search for Object Detection    Ning Wang, Yang Gao, Hao Chen, Peng Wang, Zhi Tian, Chunhua Shen arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Pose  Detection  Object_Detection  Prediction  PDF
• 2019-06-08 DiCENet: Dimension-wise Convolutions for Efficient Networks    Sachin Mehta, Hannaneh Hajishirzi, Mohammad Rastegari arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Recognition  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2019-06-07 AutoGrow: Automatic Layer Growing in Deep Convolutional Networks    Wei Wen, Feng Yan, Hai Li arXiv_CV arXiv_CV  NAS  Pose  GAN  CNN  PDF
• 2019-06-07 One-Shot Neural Architecture Search via Compressive Sensing    Minsu Cho, Mohammadreza Soltani, Chinmay Hegde arXiv_CV arXiv_CV  NAS  Sparse  Knowledge  Pose  Compressive_Sensing  PDF
• 2019-06-06 V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation    Zhuotun Zhu, Chenxi Liu, Dong Yang, Alan Yuille, Daguang Xu arXiv_CV arXiv_CV  NAS  Segmentation  3D  Pose  Deep_Learning  GAN  Medical  CNN  PDF
• 2019-06-06 StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks    Jie An, Haoyi Xiong, Jinwen Ma, Jiebo Luo, Jun Huan arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Style_Transfer  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2019-06-05 Butterfly Transform: An Efficient FFT Based Neural Architecture Design    Keivan Alizadeh, Ali Farhadi, Mohammad Rastegari arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-06-04 Neuromorphic Architecture Optimization for Task-Specific Dynamic Learning    Sandeep Madireddy, Angel Yanguas-Gil, Prasanna Balaprakash arXiv_CV arXiv_CV  NAS  Optimization  PDF
• 2019-06-03 Discovering Neural Wirings    Mitchell Wortsman, Ali Farhadi, Mohammad Rastegari arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-05-31 Efficient Forward Architecture Search    Hanzhang Hu, John Langford, Rich Caruana, Saurajit Mukherjee, Eric Horvitz, Debadeepta Dey arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-05-30 On Network Design Spaces for Visual Recognition    Ilija Radosavovic, Justin Johnson, Saining Xie, Wan-Yen Lo, Piotr Dollár arXiv_CV arXiv_CV  NAS  Recognition  Pose  PDF
• 2019-05-30 Differentiable Neural Architecture Search via Proximal Iterations    Quanming Yao, Ju Xu, Wei-Wei Tu, Zhanxing Zhu arXiv_CV arXiv_CV  NAS  Gradient_Descent  Optimization  Pose  Relation  Attention  PDF
• 2019-05-28 SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers    Igor Fedorov, Ryan P. Adams, Matthew Mattina, Paul N. Whatmough arXiv_CV arXiv_CV  NAS  Recognition  Sparse  Pose  Medical  CNN  Inference  Prediction  PDF
• 2019-05-28 EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks    Mingxing Tan, Quoc V. Le arXiv_CV arXiv_CV  NAS  Transfer_Learning  Pose  CNN  Inference  PDF
• 2019-05-28 Dynamic Distribution Pruning for Efficient Network Architecture Search    Xiawu Zheng, Rongrong Ji, Lang Tang, Yan Wan, Baochang Zhang, Yongjian Wu, Yunsheng Wu, Ling Shao arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-05-25 Dynamic Cell Structure via Recursive-Recurrent Neural Networks    Xin Qian, Matthew Kennedy, Diego Klabjan arXiv_CV arXiv_CV  NAS  RNN  Pose  Sentiment  Language_Model  Prediction  PDF
• 2019-05-23 ISBNet: Instance-aware Selective Branching Network    Shaofeng Cai, Yao Shu, Wei Wang, Beng Chin Ooi arXiv_CV arXiv_CV  NAS  Sparse  Pose  Inference  PDF
• 2019-05-23 Network Pruning via Transformable Architecture Search    Xuanyi Dong, Yi Yang arXiv_CV arXiv_CV  NAS  Knowledge  Pose  PDF
• 2019-05-23 Multinomial Distribution Learning for Effective Neural Architecture Search    Xiawu Zheng, Rongrong Ji, Lang Tang, Baochang Zhang, Jianzhuang Liu, Qi Tian arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-05-21 Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search    Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari, Kento Uchida, Shota Saito, Kouhei Nishida arXiv_CV arXiv_CV  NAS  Inpainting  Optimization  Pose  Classification  Image_Classification  PDF
• 2019-05-20 DARC: Differentiable ARchitecture Compression    Shashank Singh, Ashish Khetan, Zohar Karnin arXiv_CV arXiv_CV  NAS  Classification  CNN  Image_Classification  Inference  PDF
• 2019-05-20 EENA: Efficient Evolution of Neural Architecture    Hui Zhu, Zhulin An, Chuanguang Yang, Kaiqiang Xu, Yongjun Xu arXiv_CV arXiv_CV  NAS  Pose  Classification  PDF
• 2019-05-17 AutoDispNet: Improving Disparity Estimation with AutoML    Tonmoy Saikia, Yassine Marrakchi, Arber Zela, Frank Hutter, Thomas Brox arXiv_CV arXiv_CV  NAS  Optimization  Classification  PDF
• 2019-05-17 DeepSwarm: Optimising Convolutional Neural Networks using Swarm Intelligence    Edvinas Byla, Wei Pang arXiv_CV arXiv_CV  NAS  Optimization  Pose  Deep_Learning  CNN  PDF
• 2019-05-15 Regularized Evolutionary Algorithm for Dynamic Neural Topology Search    Cristiano Saltori, Subhankar Roy, Nicu Sebe, Giovanni Iacca arXiv_CV arXiv_CV  NAS  Recognition  Pose  PDF
• 2019-05-14 Deep Neural Architecture Search with Deep Graph Bayesian Optimization    Lizheng Ma, Jiaxu Cui, Bo Yang arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2019-05-13 BayesNAS: A Bayesian Approach for Neural Architecture Search    Hongpeng Zhou, Minghao Yang, Jun Wang, Wei Pan arXiv_CV arXiv_CV  NAS  Sparse  CNN  PDF
• 2019-05-12 Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints    Mengtian Li, Ersin Yumer, Deva Ramanan arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Optimization  Classification  Detection  Object_Detection  Image_Classification  Video_Classification  PDF
• 2019-05-10 Single-Path NAS: Device-Aware Efficient ConvNet Design    Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu arXiv_CV arXiv_CV  NAS  Pose  Classification  CNN  Image_Classification  Inference  PDF
• 2019-05-09 Seesaw-Net: Convolution Neural Network With Uneven Group Convolution    Jintao Zhang arXiv_CV arXiv_CV  NAS  Pose  Classification  CNN  Image_Classification  PDF
• 2019-05-07 Efficient Neural Architecture Search on Low-Dimensional Data for OCT Image Segmentation    Nils Gessert, Alexander Schlaefer arXiv_CV arXiv_CV  NAS  Segmentation  Optimization  Pose  Deep_Learning  Medical  PDF
• 2019-05-07 Neural Architecture Refinement: A Practical Way for Avoiding Overfitting in NAS    Yang Jiang, Cong Zhao, Lei Pang arXiv_CV arXiv_CV  NAS  Recognition  Optimization  Pose  Face  Classification  Face_Recognition  PDF
• 2019-05-06 Searching for MobileNetV3    Andrew Howard, Mark Sandler, Grace Chu, Liang-Chieh Chen, Bo Chen, Mingxing Tan, Weijun Wang, Yukun Zhu, Ruoming Pang, Vijay Vasudevan, Quoc V. Le, Hartwig Adam arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Prediction  PDF
• 2019-05-06 Fast and Reliable Architecture Selection for Convolutional Neural Networks    Lukas Hahn, Lutz Roese-Koerner, Klaus Friedrichs, Anton Kummert arXiv_CV arXiv_CV  NAS  CNN  PDF
• 2019-05-06 Differentiable Architecture Search with Ensemble Gumbel-Softmax    Jianlong Chang, Xinbang Zhang, Yiwen Guo, Gaofeng Meng, Shiming Xiang, Chunhong Pan arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2019-05-04 A Survey on Neural Architecture Search    Martin Wistuba, Ambrish Rawat, Tejaswini Pedapati arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Optimization  Knowledge  Survey  Deep_Learning  PDF
• 2019-04-29 Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation    Xin Chen, Lingxi Xie, Jun Wu, Qi Tian arXiv_CV arXiv_CV  NAS  Regularization  PDF
• 2019-04-26 Neural Architecture Search: A Survey    Thomas Elsken, Jan Hendrik Metzen, Frank Hutter arXiv_CV arXiv_CV  NAS  Recognition  Speech  Survey  Deep_Learning  Speech_Recognition  PDF
• 2019-04-25 TreeGrad: Transferring Tree Ensembles to Neural Networks    Chapman Siu arXiv_CV arXiv_CV  NAS  PDF
• 2019-04-24 D-VAE: A Variational Autoencoder for Directed Acyclic Graphs    Muhan Zhang, Shali Jiang, Zhicheng Cui, Roman Garnett, Yixin Chen arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2019-04-22 Towards Learning of Filter-Level Heterogeneous Compression of Convolutional Neural Networks    Yochai Zur, Chaim Baskin, Evgenii Zheltonozhskii, Brian Chmiel, Itay Evron, Alex M. Bronstein arXiv_CV arXiv_CV  NAS  Quantization  Pose  Deep_Learning  CNN  Inference  PDF
• 2019-04-22 GraphNAS: Graph Neural Architecture Search with Reinforcement Learning    Yang Gao, Hong Yang, Peng Zhang, Chuan Zhou, Yue Hu arXiv_AI arXiv_AI  NAS  Reinforcement_Learning