NAS

NAS

• 2022-01-17 Landscape of Neural Architecture Search across sensors: how much do they differ ?    Kalifou René Traoré, Andrés Camero, Xiao Xiang Zhu arXiv_AI arXiv_AI  NAS  Optimization  Pose  Classification  Image_Classification  PDF
• 2022-01-11 Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019    Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Julio C. S. Jacques Junior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sebastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arbe r Zela, Yang Zhang arXiv_AI arXiv_AI  NAS  Pose  Classification  Deep_Learning  GAN  Matching  PDF
• 2022-01-08 Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks    Shoukang Hu, Xurong Xie, Mingyu Cui, Jiajun Deng, Shansong Liu, Jianwei Yu, Mengzhe Geng, Xunying Liu, Helen Meng arXiv_SD arXiv_SD  NAS  Recognition  RNN  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2022-01-04 Automated Graph Machine Learning: Approaches, Libraries and Directions    Xin Wang, Ziwei Zhang, Wenwu Zhu arXiv_AI arXiv_AI  NAS  Optimization  Attention  PDF
• 2022-01-04 Quantum circuit architecture search on a superconducting processor    Kehuan Linghu, Yang Qian, Ruixia Wang, Meng-Jun Hu, Zhiyuan Li, Xuegang Li, Huikai Xu, Jingning Zhang, Teng Ma, Peng Zhao, Dong E. Liu, Min-Hsiu Hsieh, Xingyao Wu, Yuxuan Du, Dacheng Tao, Yirong Jin, Haifeng Yu arXiv_CV arXiv_CV  NAS  Classification  VQA  QA  PDF
• 2021-12-30 Automatic Mixed-Precision Quantization Search of BERT    Changsheng Zhao, Ting Hua, Yilin Shen, Qian Lou, Hongxia Jin arXiv_AI arXiv_AI  NAS  Quantization  Bert  Knowledge  Pose  Language_Model  PDF
• 2021-12-27 SPIDER: Searching Personalized Neural Architecture for Federated Learning    Erum Mushtaq, Chaoyang He, Jie Ding, Salman Avestimehr arXiv_CV arXiv_CV  NAS  Regularization  Inference  PDF
• 2021-12-27 Learn Layer-wise Connections in Graph Neural Networks    Lanning Wei, Huan Zhao, Zhiqiang He arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2021-12-24 DARTS without a Validation Set: Optimizing the Marginal Likelihood    Miroslav Fil, Binxin Ru, Clare Lyle, Yarin Gal arXiv_AI arXiv_AI  NAS  Optimization  Attention  PDF
• 2021-12-22 Neuroevolution deep learning architecture search for estimation of river surface elevation from photogrammetric Digital Surface Models    Radosław Szostak, Marcin Pietroń, Mirosław Zimnoch, Przemysław Wachniew, Paweł Ćwiąkała, Edyta Puniach arXiv_CV arXiv_CV  NAS  Knowledge  Pose  Face  Deep_Learning  PDF
• 2021-12-20 HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet    Cheng Peng, Andriy Myronenko, Ali Hatamizadeh, Vish Nath, Md Mahfuzur Rahman Siddiquee, Yufan He, Daguang Xu, Rama Chellappa, Dong Yang arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  3D  Optimization  Deep_Learning  GAN  Medical  PDF
• 2021-12-16 Learning Interpretable Models Through Multi-Objective Neural Architecture Search    Zachariah Carmichael, Tim Moon, Sam Ade Jacobs arXiv_AI arXiv_AI  NAS  Optimization  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-12-15 M-FasterSeg: An Efficient Semantic Segmentation Network Based on Neural Architecture Search    Huiyu Kuang arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Attention  Drone  Prediction  PDF
• 2021-12-10 Quantum Architecture Search via Continual Reinforcement Learning    Esther Ye, Samuel Yen-Chi Chen arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Knowledge  Pose  PDF
• 2021-12-10 Fast and scalable neuroevolution deep learning architecture search for multivariate anomaly detection    M.Pietroń, D.Żurek, K.Faber arXiv_AI arXiv_AI  NAS  Unsupervised  Optimization  Pose  Deep_Learning  Detection  PDF
• 2021-12-09 Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision    Risheng Liu, Long Ma, Tengyu Ma, Xin Fan, Zhongxuan Luo arXiv_CV arXiv_CV  NAS  Segmentation  Enhancement  Optimization  Pose  Deep_Learning  Detection  PDF
• 2021-12-09 Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search    Yifan Jiang, Xinyu Gong, Junru Wu, Humphrey Shi, Zhicheng Yan, Zhangyang Wang arXiv_CV arXiv_CV  NAS  Recognition  Video_Caption  3D  Attention  PDF
• 2021-12-07 Evaluating Generic Auto-ML Tools for Computational Pathology    Lars Ole Schwen, Daniela Schacherer, Christian Geißler, André Homeyer arXiv_CV arXiv_CV  NAS  Optimization  Pose  Classification  CNN  Prediction  PDF
• 2021-12-07 RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition    Cheng Peng, Yangyang Li, Ronghua Shang, Licheng Jiao arXiv_AI arXiv_AI  NAS  Recognition  Scene_Classification  Knowledge  Pose  Classification  Deep_Learning  Detection  Object_Detection  PDF
• 2021-12-05 Exploring Complicated Search Spaces with Interleaving-Free Sampling    Yunjie Tian, Lingxi Xie, Jiemin Fang, Jianbin Jiao, Qixiang Ye, Qi Tian arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-12-03 Data-Free Neural Architecture Search via Recursive Label Calibration    Zechun Liu, Zhiqiang Shen, Yun Long, Eric Xing, Kwang-Ting Cheng, Chas Leichner arXiv_AI arXiv_AI  NAS  Regularization  Knowledge  Pose  PDF
• 2021-12-01 Training BatchNorm Only in Neural Architecture Search and Beyond    Yichen Zhu, Jie Du, Yuqin Zhu, Yi Wang, Zhicai Ou, Feifei Feng, Jian Tang arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-11-30 Improving Differentiable Architecture Search with a Generative Model    Ruisi Zhang, Youwei Liang, Sai Ashish Somayajula, Pengtao Xie arXiv_CV arXiv_CV  NAS  Recognition  Optimization  Classification  Attention  PDF
• 2021-11-30 MAPLE: Microprocessor A Priori for Latency Estimation    Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee arXiv_AI arXiv_AI  NAS  Transfer_Learning  Pose  Quantitative  PDF
• 2021-11-30 EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs    Guohao Ying, Xin He, Bin Gao, Bo Han, Xiaowen Chu arXiv_CV arXiv_CV  NAS  Adversarial  Pose  GAN  PDF
• 2021-11-29 TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions    Jeya Maria Jose Valanarasu, Rajeev Yasarla, Vishal M. Patel arXiv_CV arXiv_CV  Transformer  NAS  Embedding  Restoration  Pose  Attention  PDF
• 2021-11-29 Searching the Search Space of Vision Transformer    Minghao Chen, Kan Wu, Bolin Ni, Houwen Peng, Bei Liu, Jianlong Fu, Hongyang Chao, Haibin Ling arXiv_CV arXiv_CV  Transformer  NAS  Segmentation  Semantic_Segmentation  Recognition  Pose  Detection  VQA  Object_Detection  PDF
• 2021-11-29 Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition    Junhao Xu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng arXiv_CL arXiv_CL  Transformer  NAS  Quantization  Gradient_Descent  Recognition  RNN  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-11-29 Mixed Precision DNN Qunatization for Overlapped Speech Separation and Recognition    Junhao Xu, Jianwei Yu, Xunying Liu, Helen Meng arXiv_SD arXiv_SD  NAS  Quantization  Recognition  Speech  Pose  PDF
• 2021-11-29 Mixed Precision of Quantization of Transformer Language Models for Speech Recognition    Junhao Xu, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng arXiv_SD arXiv_SD  Transformer  NAS  Quantization  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-11-27 ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior    Metin Ersin Arican, Ozgur Kara, Gustav Bredell, Ender Konukoglu arXiv_CV arXiv_CV  NAS  Reconstruction  Inpainting  Super_Resolution  Restoration  Pose  Denoising  CNN  PDF
• 2021-11-26 Revisiting Efficient Object Detection Backbones from Zero-Shot Neural Architecture Search    Zhenhong Sun, Ming Lin, Xiuyu Sun, Zhiyu Tan, Rong Jin arXiv_CV arXiv_CV  NAS  Zero-Shot  Pose  Detection  Object_Detection  Inference  PDF
• 2021-11-25 AutoHEnsGNN: Winning Solution to AutoGraph Challenge for KDD Cup 2020    Jin Xu, Mingjian Chen, Jianqiang Huang, Xingyuan Tang, Ke Hu, Jian Li, Jia Cheng, Jun Lei arXiv_AI arXiv_AI  NAS  Knowledge  Pose  Classification  Prediction  PDF
• 2021-11-24 Quantum Architecture Search with Meta-learning    Zhimin He, Chuangtao Chen, Lvzhou Li, Shenggen Zheng, Haozhen Situ arXiv_CV arXiv_CV  NAS  Optimization  Pose  VQA  QA  PDF
• 2021-11-23 Pruning Self-attentions into Convolutional Layers in Single Path    Haoyu He, Jing Liu, Zizheng Pan, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang arXiv_CV arXiv_CV  Transformer  NAS  Optimization  Pose  Relation  Attention  CNN  PDF
• 2021-11-22 Anomaly-resistant Graph Neural Networks via Neural Architecture Search    Minjae Park arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2021-11-19 FBNetV5: Neural Architecture Search for Multiple Tasks in One Run    Bichen Wu, Chaojian Li, Hang Zhang, Xiaoliang Dai, Peizhao Zhang, Matthew Yu, Jialiang Wang, Yingyan Lin, Peter Vajda arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-11-16 JMSNAS: Joint Model Split and Neural Architecture Search for Learning over Mobile Edge Networks    Yuqing Tian, Zhaoyang Zhang, Zhaohui Yang, Qianqian Yang arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2021-11-15 Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search    Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao arXiv_CV arXiv_CV  NAS  Embedding  Enhancement  Knowledge  Pose  Action  CNN  PDF
• 2021-11-15 Searching for TrioNet: Combining Convolution with Local and Global Self-Attention    Huaijin Pi, Huiyu Wang, Yingwei Li, Zizhang Li, Alan Yuille arXiv_CV arXiv_CV  NAS  Pose  Classification  Attention  PDF
• 2021-11-13 Full-attention based Neural Architecture Search using Context Auto-regression    Yuan Zhou, Haiyang Wang, Shuwei Huo, Boyu Wang arXiv_CV arXiv_CV  NAS  Recognition  Zero-Shot  Image_Retrieval  Self-Supervised  Pose  Classification  Attention  Image_Classification  PDF
• 2021-11-13 Towards One Shot Search Space Poisoning in Neural Architecture Search    Nayan Saxena, Robert Wu, Rohan Jain arXiv_AI arXiv_AI  NAS  Classification  Prediction  PDF
• 2021-11-12 deepstruct -- linking deep learning and graph theory    Julian Stier, Michael Granitzer arXiv_AI arXiv_AI  NAS  Pose  Deep_Learning  PDF
• 2021-11-11 Learning from Mistakes -- A Framework for Neural Architecture Search    Bhanu Garg, Li Zhang, Pradyumna Sridhara, Ramtin Hosseini, Eric Xing, Pengtao Xie arXiv_AI arXiv_AI  NAS  Optimization  Pose  PDF
• 2021-11-08 Approximate Neural Architecture Search via Operation Distribution Learning    Xingchen Wan, Binxin Ru, Pedro M. Esperança, Fabio M. Carlucci arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-11-08 Triple-level Model Inferred Collaborative Network Architecture for Video Deraining    Pan Mu, Zhu Liu, Yaohua Liu, Risheng Liu, Xin Fan arXiv_CV arXiv_CV  NAS  Optimization  Pose  Attention  Optical_Flow  PDF
• 2021-11-06 TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework    Bo Lyu, Shiping Wen, Zheng Yan, Kaibo Shi, Ke Li, Tingwen Huang arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2021-11-05 NAS-Bench-x11 and the Power of Learning Curves    Shen Yan, Colin White, Yash Savani, Frank Hutter arXiv_AI arXiv_AI  NAS  PDF
• 2021-11-05 A Data-driven Approach to Neural Architecture Search Initialization    Kalifou René Traoré, Andrés Camero, Xiao Xiang Zhu arXiv_AI arXiv_AI  NAS  Pose  Attention  PDF
• 2021-11-02 Fitness Landscape Footprint: A Framework to Compare Neural Architecture Search Problems    Kalifou René Traoré, Andrés Camero, Xiao Xiang Zhu arXiv_AI arXiv_AI  NAS  Optimization  Pose  Quantitative  Classification  Image_Classification  PDF
• 2021-11-01 One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search    Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren arXiv_AI arXiv_AI  NAS  Pose  CNN  Autonomous  Inference  PDF
• 2021-11-01 Comprehensive and Clinically Accurate Head and Neck Organs at Risk Delineation via Stratified Deep Learning: A Large-scale Multi-Institutional Study    Dazhou Guo, Jia Ge, Xianghua Ye, Senxiang Yan, Yi Xin, Yuchen Song, Bing-shen Huang, Tsung-Min Hung, Zhuotun Zhu, Ling Peng, Yanping Ren, Rui Liu, Gong Zhang, Mengyuan Mao, Xiaohua Chen, Zhongjie Lu, Wenxiang Li, Yuzhen Chen, Lingyun Huang, Jing Xiao, Adam P. Harrison, Le Lu, Chien-Yu Lin, Dakai Jin, Tsung-Ying Ho arXiv_CV arXiv_CV  NAS  Segmentation  Pose  Deep_Learning  GAN  Prediction  PDF
• 2021-10-28 MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning    Ji Lin, Wei-Ming Chen, Han Cai, Chuang Gan, Song Han arXiv_CV arXiv_CV  NAS  Pose  Classification  Deep_Learning  Detection  Object_Detection  CNN  Image_Classification  Inference  PDF
• 2021-10-28 Guided Evolution for Neural Architecture Search    Vasco Lopes, Miguel Santos, Bruno Degardin, Luís A. Alexandre arXiv_AI arXiv_AI  NAS  Knowledge  Pose  Action  PDF
• 2021-10-26 Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition    Siyang Song, Zilong Shao, Shashank Jaiswal, Linlin Shen, Michel Valstar, Hatice Gunes arXiv_CV arXiv_CV  NAS  Recognition  Pose  Action  PDF
• 2021-10-25 Differentiable NAS Framework and Application to Ads CTR Prediction    Ravi Krishna, Aravind Kalaiah, Bichen Wu, Maxim Naumov, Dheevatsa Mudigere, Misha Smelyanskiy, Kurt Keutzer arXiv_AI arXiv_AI  NAS  Deep_Learning  Inference  Prediction  Recommendation  PDF
• 2021-10-24 NAS-FCOS: Efficient Search for Object Detection Architectures    Ning Wang, Yang Gao, Hao Chen, Peng Wang, Zhi Tian, Chunhua Shen, Yanning Zhang arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Knowledge  Pose  Detection  Object_Detection  Prediction  PDF
• 2021-10-24 IQNAS: Interpretable Integer Quadratic Programming Neural Architecture Search    Niv Nayman, Yonathan Aflalo, Asaf Noy, Rong Jin, Lihi Zelnik-Manor arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-10-23 Benchmarking of Lightweight Deep Learning Architectures for Skin Cancer Classification using ISIC 2017 Dataset    Abdurrahim Yilmaz, Mucahit Kalebasi, Yegor Samoylenko, Mehmet Erhan Guvenilir, Huseyin Uvet arXiv_CV arXiv_CV  NAS  Transfer_Learning  Classification  Deep_Learning  GAN  PDF
• 2021-10-23 Towards a Robust Differentiable Architecture Search under Label Noise    Christian Simon, Piotr Koniusz, Lars Petersson, Yan Han, Mehrtash Harandi arXiv_CV arXiv_CV  NAS  Knowledge  PDF
• 2021-10-21 3D-ANAS v2: Grafting Transformer Module on Automatically Designed ConvNet for Hyperspectral Image Classification    Xizhe Xue, Haokui Zhang, Zongwen Bai, Ying Li arXiv_CV arXiv_CV  Transformer  NAS  3D  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-10-19 NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters    Yoichi Hirose, Nozomu Yoshinari, Shinichi Shirakawa arXiv_AI arXiv_AI  NAS  Optimization  CNN  PDF
• 2021-10-16 DPNAS: Neural Architecture Search for Deep Learningwith Differential Privacy    Anda Cheng, Jiaxing Wang, Xi Sheryl Zhang, Qiang Chen, Peisong Wang, Jian Cheng arXiv_AI arXiv_AI  NAS  Pose  Deep_Learning  PDF
• 2021-10-13 CONetV2: Efficient Auto-Channel Size Optimization for CNNs    Yi Ru Wang, Samir Khaki, Weihang Zheng, Mahdi S. Hosseini, Konstantinos N. Plataniotis arXiv_CV arXiv_CV  NAS  Optimization  Knowledge  Action  CNN  PDF
• 2021-10-12 On the Security Risks of AutoML    Ren Pang, Zhaohan Xi, Shouling Ji, Xiapu Luo, Ting Wang arXiv_CV arXiv_CV  NAS  OCR  Adversarial  Relation  PDF
• 2021-10-12 NAS-Bench-360: Benchmarking Diverse Tasks for Neural Architecture Search    Renbo Tu, Mikhail Khodak, Nicholas Roberts, Ameet Talwalkar arXiv_CV arXiv_CV  NAS  Classification  CNN  Image_Classification  PDF
• 2021-10-11 Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo    Francesco Sarno, Suryansh Kumar, Berk Kaya, Zhiwu Huang, Vittorio Ferrari, Luc Van Gool arXiv_CV arXiv_CV  NAS  Optimization  Pose  Face  PDF
• 2021-10-10 ZARTS: On Zero-order Optimization for Neural Architecture Search    Xiaoxing Wang, Wenxuan Guo, Junchi Yan, Jianlin Su, Xiaokang Yang arXiv_CV arXiv_CV  NAS  Gradient_Descent  Optimization  Pose  PDF
• 2021-10-10 SuperShaper: Task-Agnostic Super Pre-training of BERT Models with Variable Hidden Dimensions    Vinod Ganesan, Gowtham Ramesh, Pratyush Kumar arXiv_CL arXiv_CL  Transformer  NAS  Bert  Pose  Language_Model  PDF
• 2021-10-08 Performance optimizations on deep noise suppression models    Jerry Chee, Sebastian Braun, Vishak Gopal, Ross Cutler arXiv_SD arXiv_SD  NAS  Optimization  Speech  Pose  Deep_Learning  Inference  PDF
• 2021-10-08 Observations on K-image Expansion of Image-Mixing Augmentation for Classification    Joonhyun Jeong, Sungmin Cha, Youngjoon Yoo, Sangdoo Yun, Taesup Moon, Jongwon Choi arXiv_CV arXiv_CV  NAS  Adversarial  Classification  Image_Classification  PDF
• 2021-10-08 Dataset Condensation with Distribution Matching    Bo Zhao, Hakan Bilen arXiv_CV arXiv_CV  NAS  Embedding  Optimization  Pose  Matching  PDF
• 2021-10-08 UniNet: Unified Architecture Search with Convolution, Transformer, and MLP    Jihao Liu, Hongsheng Li, Guanglu Song, Xin Huang, Yu Liu arXiv_CV arXiv_CV  Transformer  NAS  Segmentation  Semantic_Segmentation  Pose  Classification  Detection  Object_Detection  PDF
• 2021-10-08 Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation    Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu, Jing Wang, Miao Zhang arXiv_CV arXiv_CV  NAS  Gradient_Descent  Pose  CNN  PDF
• 2021-10-07 Multi-objective Optimization by Learning Space Partitions    Yiyang Zhao, Linnan Wang, Kevin Yang, Tianjun Zhang, Tian Guo, Yuandong Tian arXiv_AI arXiv_AI  NAS  Optimization  Pose  PDF
• 2021-10-04 Max and Coincidence Neurons in Neural Networks    Albert Lee, Kang L. Wang arXiv_CV arXiv_CV  NAS  PDF
• 2021-09-30 DAAS: Differentiable Architecture and Augmentation Policy Search    Xiaoxing Wang, Xiangxiang Chu, Junchi Yan, Xiaokang Yang arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-09-28 Delve into the Performance Degradation of Differentiable Architecture Search    Jiuling Zhang, Zhiming Ding arXiv_AI arXiv_AI  NAS  Optimization  Regularization  Pose  PDF
• 2021-09-25 Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search    Keith G. Mills, Fred X. Han, Jialin Zhang, Seyed Saeed Changiz Rezaei, Fabian Chudak, Wei Lu, Shuo Lian, Shangling Jui, Di Niu arXiv_CV arXiv_CV  NAS  Deep_Learning  Inference  PDF
• 2021-09-25 L$^{2}$NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning    Keith G. Mills, Fred X. Han, Mohammad Salameh, Seyed Saeed Changiz Rezaei, Linglong Kong, Wei Lu, Shuo Lian, Shangling Jui, Di Niu arXiv_CV arXiv_CV  NAS  Gradient_Descent  Reinforcement_Learning  Optimization  Pose  Action  PDF
• 2021-09-25 An embarrassingly simple comparison of machine learning algorithms for indoor scene classification    Bhanuka Manesha Samarasekara Vitharana Gamage arXiv_CV arXiv_CV  NAS  Recognition  Scene_Classification  Pose  Classification  Autonomous  PDF
• 2021-09-18 SpeechNAS: Towards Better Trade-off between Latency and Accuracy for Large-Scale Speaker Verification    Wentao Zhu, Tianlong Kong, Shun Lu, Jixiang Li, Dawei Zhang, Feng Deng, Xiaorui Wang, Sen Yang, Ji Liu arXiv_AI arXiv_AI  NAS  Embedding  Recognition  Speech  PDF
• 2021-09-17 Self-Supervised Neural Architecture Search for Imbalanced Datasets    Aleksandr Timofeev, Grigorios G. Chrysos, Volkan Cevher arXiv_AI arXiv_AI  NAS  Self-Supervised  Pose  Medical  PDF
• 2021-09-15 RankNAS: Efficient Neural Architecture Search by Pairwise Ranking    Chi Hu, Chenglong Wang, Xiangnan Ma, Xia Meng, Yinqiao Li, Tong Xiao, Jingbo Zhu, Changliang Li arXiv_CL arXiv_CL  NAS  Pose  Language_Model  PDF
• 2021-09-15 Neural Architecture Search in operational context: a remote sensing case-study    Anthony Cazasnoves, Pierre-Antoine Ganaye, Kévin Sanchis, Tugdual Ceillier arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Deep_Learning  Autonomous  PDF
• 2021-09-14 Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography    Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi arXiv_CV arXiv_CV  NAS  Segmentation  Regularization  Pose  Prediction  PDF
• 2021-09-14 AdaPruner: Adaptive Channel Pruning and Effective Weights Inheritance    Xiangcheng Liu, Jian Cao, Hongyi Yao, Wenyu Sun, Yuan Zhang arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  PDF
• 2021-09-13 Evolving Architectures with Gradient Misalignment toward Low Adversarial Transferability    Kevin Richard G. Operiano, Wanchalerm Pora, Hitoshi Iba, Hiroshi Kera arXiv_CV arXiv_CV  NAS  Adversarial  Pose  PDF
• 2021-09-13 DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture    Kaichen Zhou, Lanqing Hong, Shoukang Hu, Fengwei Zhou, Binxin Ru, Jiashi Feng, Zhenguo Li arXiv_CV arXiv_CV  NAS  Optimization  Knowledge  Pose  Relation  PDF
• 2021-09-12 Domain Adaptation by Maximizing Population Correlation with Neural Architecture Search    Zhixiong Yue, Pengxin Guo, Yu Zhang arXiv_AI arXiv_AI  NAS  Pose  Relation  PDF
• 2021-09-11 RobustART: Benchmarking Robustness on Architecture Design and Training Techniques    Shiyu Tang, Ruihao Gong, Yan Wang, Aishan Liu, Jiakai Wang, Xinyun Chen, Fengwei Yu, Xianglong Liu, Dawn Song, Alan Yuille, Philip H.S. Torr, Dacheng Tao arXiv_CV arXiv_CV  Transformer  NAS  Adversarial  Pose  Relation  PDF
• 2021-09-10 ReconfigISP: Reconfigurable Camera Image Processing Pipeline    Ke Yu, Zexian Li, Yue Peng, Chen Change Loy, Jinwei Gu arXiv_CV arXiv_CV  NAS  Restoration  Pose  Detection  Object_Detection  PDF
• 2021-09-04 ISyNet: Convolutional Neural Networks design for AI accelerator    Alexey Letunovskiy, Vladimir Korviakov, Vladimir Polovnikov, Anastasiia Kargapoltseva, Ivan Mazurenko, Yepan Xiong arXiv_CV arXiv_CV  NAS  Recognition  Speech  Pose  Classification  Deep_Learning  Detection  Speech_Recognition  CNN  PDF
• 2021-09-03 Edge-featured Graph Neural Architecture Search    Shaofei Cai, Liang Li, Xinzhe Han, Zheng-jun Zha, Qingming Huang arXiv_AI arXiv_AI  NAS  Pose  Relation  PDF
• 2021-09-02 NASI: Label- and Data-agnostic Neural Architecture Search at Initialization    Yao Shu, Shaofeng Cai, Zhongxiang Dai, Beng Chin Ooi, Bryan Kian Hsiang Low arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2021-09-01 Searching for Efficient Multi-Stage Vision Transformers    Yi-Lun Liao, Sertac Karaman, Vivienne Sze arXiv_CV arXiv_CV  Transformer  NAS  Pose  CNN  PDF
• 2021-08-30 Searching for Two-Stream Models in Multivariate Space for Video Recognition    Xinyu Gong, Heng Wang, Zheng Shou, Matt Feiszli, Zhangyang Wang, Zhicheng Yan arXiv_AI arXiv_AI  NAS  Recognition  Pose  Attention  PDF
• 2021-08-29 Analyzing and Mitigating Interference in Neural Architecture Search    Jin Xu, Xu Tan, Kaitao Song, Renqian Luo, Yichong Leng, Tao Qin, Tie-Yan Liu, Jian Li arXiv_CL arXiv_CL  NAS  Bert  Optimization  Pose  Relation  PDF
• 2021-08-26 StressNAS: Affect State and Stress Detection Using Neural Architecture Search    Lam Huynh, Tri Nguyen, Thu Nguyen, Susanna Pirttikangas, Pekka Siirtola arXiv_AI arXiv_AI  NAS  Pose  Detection  PDF
• 2021-08-25 Design and Scaffolded Training of an Efficient DNN Operator for Computer Vision on the Edge    Vinod Ganesan, Pratyush Kumar arXiv_CV arXiv_CV  NAS  Knowledge  Pose  Inference  PDF
• 2021-08-25 Lightweight Monocular Depth with a Novel Neural Architecture Search Method    Lam Huynh, Phong Nguyen, Jiri Matas, Esa Rahtu, Janne Heikkila arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-08-25 iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization    Huiqun Wang, Ruijie Yang, Di Huang, Yunhong Wang arXiv_CV arXiv_CV  NAS  Pose  Relation  PDF
• 2021-08-24 PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation    Fadi Boutros, Patrick Siebke, Marcel Klemt, Naser Damer, Florian Kirchbuchner, Arjan Kuijper arXiv_CV arXiv_CV  NAS  Recognition  Knowledge  Pose  Face  Face_Recognition  PDF
• 2021-08-24 Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer    Bencheng Yan, Pengjie Wang, Kai Zhang, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng arXiv_AI arXiv_AI  NAS  Embedding  Pose  Deep_Learning  Recommendation  PDF
• 2021-08-23 MS-DARTS: Mean-Shift Based Differentiable Architecture Search    Jun-Wei Hsieh, Ming-Ching Chang, Ping-Yang Chen, Cheng-Han Chou, Chih-Sheng Huang arXiv_AI arXiv_AI  NAS  Pose  Attention  PDF
• 2021-08-22 Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift    Jiefeng Peng, Jiqi Zhang, Changlin Li, Guangrun Wang, Xiaodan Liang, Liang Lin arXiv_CV arXiv_CV  NAS  Unsupervised  Pose  Relation  PDF
• 2021-08-20 D-DARTS: Distributed Differentiable Architecture Search    Alexandre Heuillet, Hedi Tabia, Hichem Arioui, Kamal Youcef-Toumi arXiv_CV arXiv_CV  NAS  Gradient_Descent  Pose  PDF
• 2021-08-19 An Information Theory-inspired Strategy for Automatic Network Pruning    Xiawu Zheng, Yuexiao Ma, Teng Xi, Gang Zhang, Errui Ding, Yuchao Li, Jie Chen, Yonghong Tian, Rongrong Ji arXiv_CV arXiv_CV  NAS  Bert  Optimization  Pose  CNN  PDF
• 2021-08-18 A good body is all you need: avoiding catastrophic interference via agent architecture search    Joshua Powers, Ryan Grindle, Lapo Frati, Josh Bongard arXiv_RO arXiv_RO  NAS  Optimization  Action  PDF
• 2021-08-18 Single-DARTS: Towards Stable Architecture Search    Pengfei Hou, Ying Jin, Yukang Chen arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2021-08-18 RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving    Ruochen Wang, Xiangning Chen, Minhao Cheng, Xiaocheng Tang, Cho-Jui Hsieh arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2021-08-18 Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search    Zheng Zhan, Yifan Gong, Pu Zhao, Geng Yuan, Wei Niu, Yushu Wu, Tianyun Zhang, Malith Jayaweera, David Kaeli, Bin Ren, Xue Lin, Yanzhi Wang arXiv_CV arXiv_CV  NAS  Super_Resolution  Sparse  Pose  Deep_Learning  Inference  PDF
• 2021-08-16 BN-NAS: Neural Architecture Search with Batch Normalization    Boyu Chen, Peixia Li, Baopu Li, Chen Lin, Chuming Li, Ming Sun, Junjie Yan, Wanli Ouyang arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-08-16 Probeable DARTS with Application to Computational Pathology    Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang arXiv_CV arXiv_CV  NAS  Optimization  Knowledge  Prediction  PDF
• 2021-08-15 CONet: Channel Optimization for Convolutional Neural Networks    Mahdi S. Hosseini, Jia Shu Zhang, Zhe Liu, Andre Fu, Jingxuan Su, Mathieu Tuli, Konstantinos N. Plataniotis arXiv_CV arXiv_CV  NAS  Optimization  CNN  PDF
• 2021-08-14 FOX-NAS: Fast, On-device and Explainable Neural Architecture Search    Chia-Hsiang Liu, Yu-Shin Han, Yuan-Yao Sung, Yi Lee, Hung-Yueh Chiang, Kai-Chiang Wu arXiv_CV arXiv_CV  NAS  Quantization  Pose  Classification  PDF
• 2021-08-13 EEEA-Net: An Early Exit Evolutionary Neural Architecture Search    Chakkrit Termritthikun, Yeshi Jamtsho, Jirarat Ieamsaard, Paisarn Muneesawang, Ivan Lee arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Recognition  Detection  Object_Detection  CNN  PDF
• 2021-08-12 Improving Ranking Correlation of Supernet with Candidates Enhancement and Progressive Training    Ziwei Yang, Ruyi Zhang, Zhi Yang, Xubo Yang, Lei Wang, Zheyang Li arXiv_CV arXiv_CV  NAS  Enhancement  Pose  Relation  PDF
• 2021-08-12 DARTS for Inverse Problems: a Study on Hyperparameter Sensitivity    Jonas Geiping, Jovita Lukasik, Margret Keuper, Michael Moeller arXiv_CV arXiv_CV  NAS  Reconstruction  Optimization  Classification  Relation  Image_Classification  PDF
• 2021-08-12 Cascade Bagging for Accuracy Prediction with Few Training Samples    Ruyi Zhang, Ziwei Yang, Zhi Yang, Xubo Yang, Lei Wang, Zheyang Li arXiv_CV arXiv_CV  NAS  Pose  Prediction  PDF
• 2021-08-10 Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation    Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang arXiv_AI arXiv_AI  NAS  Pose  Attention  PDF
• 2021-08-10 Rethinking Architecture Selection in Differentiable NAS    Ruochen Wang, Minhao Cheng, Xiangning Chen, Xiaocheng Tang, Cho-Jui Hsieh arXiv_CV arXiv_CV  NAS  Optimization  Pose  Attention  PDF
• 2021-08-07 NASOA: Towards Faster Task-oriented Online Fine-tuning with a Zoo of Models    Hang Xu, Ning Kang, Gengwei Zhang, Chuanlong Xie, Xiaodan Liang, Zhenguo Li arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2021-08-06 AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing    Yuge Zhang, Chenqian Yan, Quanlu Zhang, Li Lyna Zhang, Yaming Yang, Xiaotian Gao, Yuqing Yang arXiv_AI arXiv_AI  NAS  Optimization  Pose  PDF
• 2021-08-04 Generic Neural Architecture Search via Regression    Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen arXiv_AI arXiv_AI  NAS  RNN  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-08-03 AdvRush: Searching for Adversarially Robust Neural Architectures    Jisoo Mok, Byunggook Na, Hyeokjun Choe, Sungroh Yoon arXiv_AI arXiv_AI  NAS  Adversarial  Pose  Prediction  PDF
• 2021-08-03 Elastic Architecture Search for Diverse Tasks with Different Resources    Jing Liu, Bohan Zhuang, Mingkui Tan, Xu Liu, Dinh Phung, Yuanqing Li, Jianfei Cai arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  Inference  PDF
• 2021-08-01 FLASH: Fast Neural Architecture Search with Hardware Optimization    Guihong Li, Sumit K. Mandal, Umit Y. Ogras, Radu Marculescu arXiv_CV arXiv_CV  NAS  Optimization  Pose  Inference  PDF
• 2021-08-01 WAS-VTON: Warping Architecture Search for Virtual Try-on Network    Zhenyu Xie, Xujie Zhang, Fuwei Zhao, Haoye Dong, Michael C. Kampffmeyer, Haonan Yan, Xiaodan Liang arXiv_CV arXiv_CV  NAS  Pose  Face  PDF
• 2021-07-29 AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models    Yichun Yin, Cheng Chen, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu arXiv_CL arXiv_CL  NAS  Bert  Optimization  Pose  Language_Model  PDF
• 2021-07-27 Experiments on Properties of Hidden Structures of Sparse Neural Networks    Julian Stier, Harshil Darji, Michael Granitzer arXiv_AI arXiv_AI  NAS  Sparse  RNN  Relation  Prediction  PDF
• 2021-07-24 $mu$DARTS: Model Uncertainty-Aware Differentiable Architecture Search    Biswadeep Chakraborty, Saibal Mukhopadhyay arXiv_AI arXiv_AI  NAS  PDF
• 2021-07-18 Fully Automated Machine Learning Pipeline for Echocardiogram Segmentation    Hang Duong Thi Thuy, Tuan Nguyen Minh, Phi Nguyen Van, Long Tran Quoc arXiv_CV arXiv_CV  NAS  Segmentation  Face  Deep_Learning  PDF
• 2021-07-16 Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures    Holger R. Roth, Dong Yang, Wenqi Li, Andriy Myronenko, Wentao Zhu, Ziyue Xu, Xiaosong Wang, Daguang Xu arXiv_CV arXiv_CV  NAS  Segmentation  3D  Pose  Deep_Learning  Medical  PDF
• 2021-07-15 AutoBERT-Zero: Evolving BERT Backbone from Scratch    Jiahui Gao, Hang Xu, Han shi, Xiaozhe Ren, Philip L.H. Yu, Xiaodan Liang, Xin Jiang, Zhenguo Li arXiv_CL arXiv_CL  Transformer  NAS  Bert  Pose  Attention  Language_Model  PDF
• 2021-07-15 Scene-adaptive Knowledge Distillation for Sequential Recommendation via Differentiable Architecture Search    Lei Chen, Fajie Yuan, Jiaxi Yang, Min Yang, Chengming Li arXiv_AI arXiv_AI  NAS  Knowledge  Pose  Inference  Recommendation  PDF
• 2021-07-12 HANT: Hardware-Aware Network Transformation    Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolo Fusi, Arash Vahdat arXiv_AI arXiv_AI  NAS  Quantization  Optimization  Pose  PDF
• 2021-07-12 R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery    Rongkai Zhang, Jiang Zhu, Zhiyuan Zha, Justin Dauwels, Bihan Wen arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Restoration  RNN  Pose  Denoising  PDF
• 2021-07-09 Mutually-aware Sub-Graphs Differentiable Architecture Search    Haoxian Tan, Sheng Guo, Yujie Zhong, Weilin Huang arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2021-07-08 Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration    Saad Abbasi, Mohammad Javad Shafiee, Ellick Chan, Alexander Wong arXiv_AI arXiv_AI  NAS  Pose  Deep_Learning  Relation  CNN  Inference  PDF
• 2021-07-08 Bag of Tricks for Neural Architecture Search    Thomas Elsken, Benedikt Staffler, Arber Zela, Jan Hendrik Metzen, Frank Hutter arXiv_AI arXiv_AI  NAS  PDF
• 2021-07-07 Differentiable Architecture Pruning for Transfer Learning    Nicolo Colombo, Yang Gao arXiv_CV arXiv_CV  NAS  Transfer_Learning  Pose  PDF
• 2021-07-07 GLiT: Neural Architecture Search for Global and Local Image Transformer    Boyu Chen, Peixia Li, Chuming Li, Baopu Li, Lei Bai, Chen Lin, Ming Sun, Junjie yan, Wanli Ouyang arXiv_CV arXiv_CV  Transformer  NAS  Recognition  Pose  Classification  Relation  Image_Classification  PDF
• 2021-07-02 CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture Search    Seyed Mojtaba Marvasti-Zadeh, Javad Khaghani, Li Cheng, Hossein Ghanei-Yakhdan, Shohreh Kasaei arXiv_AI arXiv_AI  NAS  Segmentation  Tracking  Pose  PDF
• 2021-07-02 Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets    Hayeon Lee, Eunyoung Hyung, Sung Ju Hwang arXiv_CV arXiv_CV  NAS  Optimization  Knowledge  Pose  GAN  PDF
• 2021-07-01 AutoFormer: Searching Transformers for Visual Recognition    Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling arXiv_CV arXiv_CV  Transformer  NAS  Embedding  Recognition  Pose  Classification  Detection  Image_Classification  PDF
• 2021-06-30 Exploring Robustness of Neural Networks through Graph Measures    Asim Waqas (1), Ghulam Rasool (1), Hamza Farooq (2), Nidhal C. Bouaynaya (1), ((1) Rowan University, (2) University of Minnesota) arXiv_AI arXiv_AI  NAS  Adversarial  Pose  Relation  PDF
• 2021-06-26 BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation    Xinyi Wang, Tiange Xiang, Chaoyi Zhang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai arXiv_CV arXiv_CV  NAS  Segmentation  Pose  Medical  PDF
• 2021-06-25 Vision Transformer Architecture Search    Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu arXiv_CV arXiv_CV  Transformer  NAS  Embedding  Pose  Attention  PDF
• 2021-06-24 AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation    Xueqing Deng, Yi Zhu, Yuxin Tian, Shawn Newsam arXiv_CV arXiv_CV  NAS  Segmentation  Unsupervised  Semantic_Segmentation  Optimization  Pose  PDF
• 2021-06-23 NAX: Co-Designing Neural Network and Hardware Architecture for Memristive Xbar based Computing Systems    Shubham Negi, Indranil Chakraborty, Aayush Ankit, Kaushik Roy arXiv_AI arXiv_AI  NAS  Optimization  Pose  PDF
• 2021-06-22 Automatic Head Overcoat Thickness Measure with NASNet-Large-Decoder Net    Youshan Zhang, Brian D. Davison, Vivien W. Talghader, Zhiyu Chen, Zhiyong Xiao, Gary J. Kunkel arXiv_CV arXiv_CV  NAS  Segmentation  Pose  Deep_Learning  CNN  PDF
• 2021-06-22 On Constrained Optimization in Differentiable Neural Architecture Search    Kaitlin Maile, Erwan Lecarpentier, Hervé Luga, Dennis G. Wilson arXiv_AI arXiv_AI  NAS  Optimization  Regularization  Pose  PDF
• 2021-06-22 Differentiable Architecture Search Without Training Nor Labels: A Pruning Perspective    Miao Zhang, Steven Su, Shirui Pan, Xiaojun Chang, Wei Huang, Gholamreza Haffari arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2021-06-16 Dynamically Grown Generative Adversarial Networks    Lanlan Liu, Yuting Zhang, Jia Deng, Stefano Soatto arXiv_CV arXiv_CV  NAS  Adversarial  Pose  GAN  CNN  PDF
• 2021-06-14 Learning Deep Morphological Networks with Neural Architecture Search    Yufei Hu, Nacim Belkhir, Jesus Angulo, Angela Yao, Gianni Franchi arXiv_AI arXiv_AI  NAS  Edge_Detection  Salient  Pose  Classification  Deep_Learning  Detection  PDF
• 2021-06-14 Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures    Renlong Jie, Junbin Gao arXiv_AI arXiv_AI  NAS  RNN  Pose  Language_Model  PDF
• 2021-06-12 Zero-Cost Proxies Meet Differentiable Architecture Search    Lichuan Xiang, Łukasz Dudziak, Mohamed S. Abdelfattah, Thomas Chau, Nicholas D. Lane, Hongkai Wen arXiv_AI arXiv_AI  NAS  Pose  Attention  PDF
• 2021-06-12 LE-NAS: Learning-based Ensenble with NAS for Dose Prediction    Yi Lin, Yanfei Liu, Jingguang Liu, Guocai Liu, Kai Ma, Yefeng Zheng arXiv_AI arXiv_AI  NAS  3D  Knowledge  Adversarial  Pose  Inference  Prediction  PDF
• 2021-06-11 HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers    Mingyu Ding, Xiaochen Lian, Linjie Yang, Peng Wang, Xiaojie Jin, Zhiwu Lu, Ping Luo arXiv_CV arXiv_CV  Transformer  NAS  Segmentation  Semantic_Segmentation  Pose_Estimation  Pose  Classification  Detection  CNN  Image_Classification  Prediction  PDF
• 2021-06-11 DECORE: Deep Compression with Reinforcement Learning    Manoj Alwani, Vashisht Madhavan, Yang Wang arXiv_AI arXiv_AI  NAS  Recognition  Reinforcement_Learning  Deep_Learning  PDF
• 2021-06-09 Accelerating Neural Architecture Search via Proxy Data    Byunggook Na, Jisoo Mok, Hyeokjun Choe, Sungroh Yoon arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-06-08 Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing    Mikhail Khodak, Renbo Tu, Tian Li, Liam Li, Maria-Florina Balcan, Virginia Smith, Ameet Talwalkar arXiv_AI arXiv_AI  NAS  Optimization  PDF
• 2021-06-07 FEAR: A Simple Lightweight Method to Rank Architectures    Debadeepta Dey, Shital Shah, Sebastien Bubeck arXiv_CV arXiv_CV  NAS  Pose  Relation  PDF
• 2021-06-06 Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices    Xuan Shen, Geng Yuan, Wei Niu, Xiaolong Ma, Jiexiong Guan, Zhengang Li, Bin Ren, Yanzhi Wang arXiv_CV arXiv_CV  NAS  Recognition  Optimization  Pose_Estimation  Pose  Detection  Autonomous  Inference  PDF
• 2021-06-04 RL-DARTS: Differentiable Architecture Search for Reinforcement Learning    Yingjie Miao, Xingyou Song, Daiyi Peng, Summer Yue, Eugene Brevdo, Aleksandra Faust arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  CNN  Inference  PDF
• 2021-05-31 Memory-Efficient Differentiable Transformer Architecture Search    Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Weizhu Chen arXiv_CL arXiv_CL  Transformer  NAS  Reconstruction  Pose  PDF
• 2021-05-30 A Compression-Compilation Framework for On-mobile Real-time BERT Applications    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  Deep_Learning  Text_Generation  QA  PDF
• 2021-05-30 NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search    Jin Xu, Xu Tan, Renqian Luo, Kaitao Song, Jian Li, Tao Qin, Tie-Yan Liu arXiv_AI arXiv_AI  NAS  Bert  Self-Supervised  Pose  Language_Model  PDF
• 2021-05-27 Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation    Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang arXiv_AI arXiv_AI  NAS  Knowledge  Pose  Detection  Object_Detection  Matching  PDF
• 2021-05-25 The Nonlinearity Coefficient -- A Practical Guide to Neural Architecture Design    George Philipp arXiv_CV arXiv_CV  NAS  Zero-Shot  RNN  Deep_Learning  PDF
• 2021-05-25 AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression    Baozhou Zhu, Peter Hofstee, Johan Peltenburg, Jinho Lee, Zaid Alars arXiv_CV arXiv_CV  NAS  Reconstruction  Pose  PDF
• 2021-05-25 TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search    Yawen Duan, Xin Chen, Hang Xu, Zewei Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li arXiv_CV arXiv_CV  NAS  Transfer_Learning  Knowledge  Self-Supervised  Pose  Classification  Prediction  PDF
• 2021-05-25 FNAS: Uncertainty-Aware Fast Neural Architecture Search    Jihao Liu, Ming Zhang, Yangting Sun, Boxiao Liu, Guanglu Song, Yu Liu, Hongsheng Li arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Optimization  Knowledge  Pose  PDF
• 2021-05-22 Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound    Xin Yang, Yuhao Huang, Ruobing Huang, Haoran Dou, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Chaoyu Chen, Yuanji Zhang, Haixia Wang, Yi Xiong, Dong Ni arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  3D  RNN  Pose  Relation  PDF
• 2021-05-21 ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search    Lumin Xu, Yingda Guan, Sheng Jin, Wentao Liu, Chen Qian, Ping Luo, Wanli Ouyang, Xiaogang Wang arXiv_CV arXiv_CV  NAS  Pose_Estimation  Knowledge  Pose  Attention  Inference  PDF
• 2021-05-19 Generative Adversarial Neural Architecture Search    Seyed Saeed Changiz Rezaei, Fred X. Han, Di Niu, Mohammad Salameh, Keith Mills, Shuo Lian, Wei Lu, Shangling Jui arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Adversarial  Pose  Deep_Learning  PDF
• 2021-05-19 Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight    Ming Sun, Haoxuan Dou, Junjie Yan arXiv_CV arXiv_CV  NAS  Embedding  Transfer_Learning  Knowledge  Classification  Detection  Object_Detection  PDF
• 2021-05-19 BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer    Haoping Bai, Meng Cao, Ping Huang, Jiulong Shan arXiv_CV arXiv_CV  NAS  Quantization  Optimization  Pose  Deep_Learning  PDF
• 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 A Quantile-based Approach for Hyperparameter Transfer Learning    David Salinas, Huibin Shen, Valerio Perrone arXiv_CV arXiv_CV  NAS  Transfer_Learning  Optimization  Prediction  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 FTT-NAS: Discovering Fault-Tolerant Convolutional Neural Architecture    Xuefei Ning, Guangjun Ge, Wenshuo Li, Zhenhua Zhu, Yin Zheng, Xiaoming Chen, Zhen Gao, Yu Wang, Huazhong Yang arXiv_CV arXiv_CV  NAS  Quantization  Pose  Deep_Learning  Attention  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
• 2021-03-22 ReNAS:Relativistic Evaluation of Neural Architecture Search    Yixing Xu, Yunhe Wang, Kai Han, Yehui Tang, Shangling Jui, Chunjing Xu, Chang Xu arXiv_CV arXiv_CV  NAS  Pose  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
• 2021-02-25 How to 0wn NAS in Your Spare Time    Sanghyun Hong, Michael Davinroy, Yiğitcan Kaya, Dana Dachman-Soled, Tudor Dumitraş arXiv_CV arXiv_CV  NAS  Embedding  Classification  Deep_Learning  Detection  CNN  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
• 2021-01-20 BNAS:An Efficient Neural Architecture Search Approach Using Broad Scalable Architecture    Zixiang Ding, Yaran Chen, Nannan Li, Dongbin Zhao, Zhiquan Sun, C.L. Philip Chen arXiv_CV arXiv_CV  NAS  Enhancement  Reinforcement_Learning  Optimization  Pose  CNN  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 Learning the Hypotheses Space from data: Learning Space and U-curve Property    Diego Marcondes, Adilson Simonis, Junior Barrera arXiv_CV arXiv_CV  NAS  Optimization  Knowledge  Pose  Face  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 Semi-Supervised Neural Architecture Search    Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu arXiv_CV arXiv_CV  NAS  Speech  Pose  PDF
• 2020-11-03 Best Practices for Scientific Research on Neural Architecture Search    Marius Lindauer, Frank Hutter arXiv_CV arXiv_CV  NAS  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 BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search    Colin White, Willie Neiswanger, Yash Savani arXiv_CV arXiv_CV  NAS  Optimization  Pose  CNN  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
• 2020-10-08 Building high accuracy emulators for scientific simulations with deep neural architecture search    M. F. Kasim, D. Watson-Parris, L. Deaconu, S. Oliver, P. Hatfield, D. H. Froula, G. Gregori, M. Jarvis, S. Khatiwala, J. Korenaga, J. Topp-Mugglestone, E. Viezzer, S. M. Vinko arXiv_CV arXiv_CV  NAS  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 GroSS: Group-Size Series Decomposition for Grouped Architecture Search    Henry Howard-Jenkins, Yiwen Li, Victor A. Prisacariu arXiv_CV arXiv_CV  NAS  Knowledge  CNN  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 Model-based Asynchronous Hyperparameter and Neural Architecture Search    Aaron Klein, Louis C. Tiao, Thibaut Lienart, Cedric Archambeau, Matthias Seeger arXiv_CV arXiv_CV  NAS  Optimization  Classification  Image_Classification  Language_Model  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
• 2020-06-14 Federated Neural Architecture Search    Mengwei Xu, Yuxin Zhao, Kaigui Bian, Gang Huang, Qiaozhu Mei, Xuanzhe Liu arXiv_CV arXiv_CV  NAS  Optimization  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 Knapsack Pruning with Inner Distillation    Yonathan Aflalo, Asaf Noy, Ming Lin, Itamar Friedman, Lihi Zelnik arXiv_CV arXiv_CV  NAS  Knowledge  Pose  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 Quantum Optimization with a Novel Gibbs Objective Function and Ansatz Architecture Search    Li Li, Minjie Fan, Marc Coram, Patrick Riley, Stefan Leichenauer arXiv_CV arXiv_CV  NAS  Optimization  Pose  QA  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
• 2020-04-01 Variational Depth Search in ResNets    Javier Antorán, James Urquhart Allingham, José Miguel Hernández-Lobato arXiv_CV arXiv_CV  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
• 2020-03-31 Balanced One-shot Neural Architecture Optimization    Renqian Luo, Tao Qin, Enhong Chen arXiv_CV arXiv_CV  NAS  Optimization  Pose  Relation  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