NAS

NAS

• 2022-12-07 Slimmable Pruned Neural Networks    Hideaki Kuratsu, Atsuyoshi Nakamura arXiv_CV arXiv_CV  NAS  Optimization  Pose  PDF
• 2022-11-30 AIO-P: Expanding Neural Performance Predictors Beyond Image Classification    Keith G. Mills, Di Niu, Mohammad Salameh, Weichen Qiu, Fred X. Han, Puyuan Liu, Jialin Zhang, Wei Lu, Shangling Jui arXiv_CV arXiv_CV  NAS  Knowledge  Pose  Classification  Relation  Image_Classification  Prediction  PDF
• 2022-11-29 SPARTAN: Sparse Hierarchical Memory for Parameter-Efficient Transformers    Ameet Deshpande, Md Arafat Sultan, Anthony Ferritto, Ashwin Kalyan, Karthik Narasimhan, Avirup Sil arXiv_AI arXiv_AI  Transformer  NAS  Optimization  Sparse  Pose  Few-Shot  GAN  Inference  Language_Model  PDF
• 2022-11-29 Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration    Srivatsan Krishnan, Natasha Jaques, Shayegan Omidshafiei, Dan Zhang, Izzeddin Gur, Vijay Janapa Reddi, Aleksandra Faust arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Optimization  Pose  PDF
• 2022-11-28 PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud    Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Action  Prediction  PDF
• 2022-11-28 GraphPNAS: Learning Distribution of Good Neural Architectures via Deep Graph Generative Models    Muchen Li, Jeffrey Yunfan Liu, Leonid Sigal, Renjie Liao arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  RNN  Pose  Relation  PDF
• 2022-11-26 Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance    Mats L. Richter, Christopher Pal arXiv_AI arXiv_AI  NAS  CNN  PDF
• 2022-11-23 DAMO-YOLO : A Report on Real-Time Object Detection Design    Xianzhe Xu, Yiqi Jiang, Weihua Chen, Yilun Huang, Yuan Zhang, Xiuyu Sun arXiv_CV arXiv_CV  NAS  Enhancement  Pose  Detection  Object_Detection  PDF
• 2022-11-23 NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension    Xin He, Jiangchao Yao, Yuxin Wang, Zhenheng Tang, Ka Chu Cheung, Simon See, Bo Han, Xiaowen Chu arXiv_AI arXiv_AI  NAS  Optimization  Pose  Relation  Matching  PDF
• 2022-11-20 Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation    Jiawei Du, Yidi Jiang, Vincent T. F. Tan, Joey Tianyi Zhou, Haizhou Li arXiv_AI arXiv_AI  NAS  Optimization  Regularization  Pose  Deep_Learning  Matching  PDF
• 2022-11-18 HiveNAS: Neural Architecture Search using Artificial Bee Colony Optimization    Mohamed Shahawy, Elhadj Benkhelifa arXiv_AI arXiv_AI  NAS  Optimization  Knowledge  Pose  PDF
• 2022-11-18 $α$ DARTS Once More: Enhancing Differentiable Architecture Search by Masked Image Modeling    Bicheng Guo, Shuxuan Guo, Miaojing Shi, Peng Chen, Shibo He, Jiming Chen, Kaicheng Yu arXiv_CV arXiv_CV  NAS  Regularization  Pose  Classification  PDF
• 2022-11-16 Revisiting Training-free NAS Metrics: An Efficient Training-based Method    Taojiannan Yang, Linjie Yang, Xiaojie Jin, Chen Chen arXiv_CV arXiv_CV  NAS  Pose  Relation  PDF
• 2022-11-11 CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks    Xuan Rao, Bo Zhao, Xiaosong Yi, Derong Liu arXiv_AI arXiv_AI  NAS  Optimization  PDF
• 2022-11-09 Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search    Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Justin Stanley, Pablo Munoz, Ali Jannesari arXiv_CV arXiv_CV  NAS  Knowledge  Pose  Action  PDF
• 2022-11-09 Efficient Joint Detection and Multiple Object Tracking with Spatially Aware Transformer    Siddharth Sagar Nijhawan, Leo Hoshikawa, Atsushi Irie, Masakazu Yoshimura, Junji Otsuka, Takeshi Ohashi arXiv_CV arXiv_CV  Transformer  NAS  Tracking  Optimization  Object_Tracking  Pose  Detection  Attention  PDF
• 2022-11-05 Quantum Deep Dreaming: A Novel Approach for Quantum Circuit Design    Romi Lifshitz arXiv_AI arXiv_AI  NAS  Optimization  Pose  QA  PDF
• 2022-11-05 A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification    Cam Le, Lam Pham, Nghia NVN, Truong Nguyen, Le Hong Trang arXiv_CV arXiv_CV  NAS  Quantization  Classification  Deep_Learning  Attention  Image_Classification  PDF
• 2022-11-05 Multi-Objective Evolutionary for Object Detection Mobile Architectures Search    Haichao Zhang, Jiashi Li, Xin Xia, Kuangrong Hao, Xuefeng Xiao arXiv_CV arXiv_CV  Transformer  NAS  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-11-03 Towards Discovering Neural Architectures from Scratch    Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sukthanker, Thomas Brox, Frank Hutter arXiv_AI arXiv_AI  NAS  Optimization  Pose  PDF
• 2022-10-31 Multilingual Speech Emotion Recognition With Multi-Gating Mechanism and Neural Architecture Search    Zihan Wang, Qi Meng, HaiFeng Lan, XinRui Zhang, KeHao Guo, Akshat Gupta arXiv_CL arXiv_CL  NAS  Recognition  Speech  Pose  Emotion  PDF
• 2022-10-31 Automatic Subspace Evoking for Efficient Neural Architecture Search    Yaofo Chen, Yong Guo, Daihai Liao, Fanbing Lv, Hengjie Song, Mingkui Tan arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2022-10-30 Search to Pass Messages for Temporal Knowledge Graph Completion    Zhen Wang, Haotong Du, Quanming Yao, Xuelong Li arXiv_AI arXiv_AI  NAS  Knowledge  Knowledge_Graph  Pose  PDF
• 2022-10-26 Architecture representations for quantum convolutional neural networks    Matt Lourens, Ilya Sinayskiy, Daniel K. Park, Carsten Blank, Francesco Petruccione arXiv_AI arXiv_AI  NAS  Classification  CNN  PDF
• 2022-10-26 PredNAS: A Universal and Sample Efficient Neural Architecture Search Framework    Liuchun Yuan, Zehao Huang, Naiyan Wang arXiv_CV arXiv_CV  NAS  PDF
• 2022-10-25 Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search    Xin Qiu, Risto Miikkulainen arXiv_AI arXiv_AI  NAS  Pose  Attention  PDF
• 2022-10-19 OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping    Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako arXiv_CV arXiv_CV  NAS  Segmentation  Unsupervised  Semantic_Segmentation  PDF
• 2022-10-18 On the Importance of Architectures and Hyperparameters for Fairness in Face Recognition    Rhea Sukthanker, Samuel Dooley, John P. Dickerson, Colin White, Frank Hutter, Micah Goldblum arXiv_AI arXiv_AI  Surveillance  NAS  Recognition  Face  Face_Recognition  Matching  PDF
• 2022-10-17 Extensible Proxy for Efficient NAS    Yuhong Li, Jiajie Li, Cong Han, Pan Li, Jinjun Xiong, Deming Chen arXiv_AI arXiv_AI  NAS  Optimization  Self-Supervised  Pose  Few-Shot  Prediction  PDF
• 2022-10-17 Early Diagnosis of Retinal Blood Vessel Damage via Deep Learning-Powered Collective Intelligence Models    Pranjal Bhardwaj, Prajjwal Gupta, Thejineaswar Guhan, Kathiravan Srinivasan arXiv_CV arXiv_CV  NAS  Segmentation  Optimization  Pose  Classification  Deep_Learning  Attention  CNN  Image_Classification  PDF
• 2022-10-17 Multi-Agent Automated Machine Learning    Zhaozhi Wang, Kefan Su, Jian Zhang, Huizhu Jia, Qixiang Ye, Xiaodong Xie, Zongqing Lu arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Optimization  Pose  PDF
• 2022-10-16 HQNAS: Auto CNN deployment framework for joint quantization and architecture search    Hongjiang Chen, Yang Wang, Leibo Liu, Shaojun Wei, Shouyi Yin arXiv_AI arXiv_AI  NAS  Quantization  Pose  Deep_Learning  PDF
• 2022-10-16 FAQS: Communication-efficient Federate DNN Architecture and Quantization Co-Search for personalized Hardware-aware Preferences    Hongjiang Chen, Yang Wang, Leibo Liu, Shaojun Wei, Shouyi Yin arXiv_AI arXiv_AI  NAS  Quantization  Pose  PDF
• 2022-10-14 $Λ$-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells    Sajad Movahedi, Melika Adabinejad, Ayyoob Imani, Arezou Keshavarz, Mostafa Dehghani, Azadeh Shakery, Babak N. Araabi arXiv_CV arXiv_CV  NAS  Optimization  Regularization  Pose  PDF
• 2022-10-14 Pareto-aware Neural Architecture Generation for Diverse Computational Budgets    Yong Guo, Yaofo Chen, Yin Zheng, Qi Chen, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan arXiv_CV arXiv_CV  NAS  Knowledge  Pose  Inference  PDF
• 2022-10-14 AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers    Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah, Sebastien Bubeck, Jianfeng Gao arXiv_CL arXiv_CL  Transformer  NAS  Sparse  NMT  PDF
• 2022-10-10 LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds    Chenxi Liu, Zhaoqi Leng, Pei Sun, Shuyang Cheng, Charles R. Qi, Yin Zhou, Mingxing Tan, Dragomir Anguelov arXiv_CV arXiv_CV  NAS  Point_Cloud  3D  Detection  Object_Detection  Autonomous  PDF
• 2022-10-08 Unified Probabilistic Neural Architecture and Weight Ensembling Improves Model Robustness    Sumegha Premchandar, Sandeep Madireddy, Sanket Jantre, Prasanna Balaprakash arXiv_AI arXiv_AI  NAS  Pose  Inference  Prediction  PDF
• 2022-10-06 NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies    Arjun Krishnakumar, Colin White, Arber Zela, Renbo Tu, Mahmoud Safari, Frank Hutter arXiv_AI arXiv_AI  NAS  Prediction  PDF
• 2022-10-06 POPNASv2: An Efficient Multi-Objective Neural Architecture Search Technique    Andrea Falanti, Eugenio Lomurno, Stefano Samele, Danilo Ardagna, Matteo Matteucci arXiv_AI arXiv_AI  NAS  Optimization  Pose  Face  PDF
• 2022-10-04 Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search    Thanh Vu, Yanqi Zhou, Chunfeng Wen, Yueqi Li, Jan-Michael Frahm arXiv_AI arXiv_AI  NAS  Transfer_Learning  Knowledge  Pose  Relation  Prediction  PDF
• 2022-10-03 NAS-based Recursive Stage Partial Network for Light-Weight Semantic Segmentation    Yi-Chun Wang, Jun-Wei Hsieh, Ming-Ching Chang arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  Attention  PDF
• 2022-10-02 Siamese-NAS: Using Trained Samples Efficiently to Find Lightweight Neural Architecture by Prior Knowledge    Yu-Ming Zhang, Jun-Wei Hsieh, Chun-Chieh Lee, Kuo-Chin Fan arXiv_CV arXiv_CV  NAS  Knowledge  Pose  Relation  CNN  PDF
• 2022-10-01 Cross Task Neural Architecture Search for EEG Signal Classifications    Yiqun Duan, Zhen Wang, Yi Li, Jianhang Tang, Yu-Kai Wang, Chin-Teng Lin arXiv_AI arXiv_AI  NAS  Recognition  Pose  Emotion  Face  Classification  PDF
• 2022-09-30 IMB-NAS: Neural Architecture Search for Imbalanced Datasets    Rahul Duggal, Shengyun Peng, Hao Zhou, Duen Horng Chau arXiv_CV arXiv_CV  NAS  Represenation_Learning  Pose  Classification  PDF
• 2022-09-30 BayesFT: Bayesian Optimization for Fault Tolerant Neural Network Architecture    Nanyang Ye, Jingbiao Mei, Zhicheng Fang, Yuwen Zhang, Ziqing Zhang, Huaying Wu, Xiaoyao Liang arXiv_AI arXiv_AI  NAS  Optimization  Pose  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2022-09-29 Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights    Konstantin Schürholt, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth arXiv_CV arXiv_CV  NAS  Transfer_Learning  Knowledge  Pose  PDF
• 2022-09-27 Towards Regression-Free Neural Networks for Diverse Compute Platforms    Rahul Duggal, Hao Zhou, Shuo Yang, Jun Fang, Yuanjun Xiong, Wei Xia arXiv_CV arXiv_CV  NAS  Deep_Learning  Prediction  PDF
• 2022-09-27 Searching a High-Performance Feature Extractor for Text Recognition Network    Hui Zhang, Quanming Yao, James T. Kwok, Xiang Bai arXiv_AI arXiv_AI  NAS  Gradient_Descent  Recognition  3D  Pose  PDF
• 2022-09-27 Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances    Brian Moser, Federico Raue, Stanislav Frolov, Jörn Hees, Sebastian Palacio, Andreas Dengel arXiv_CV arXiv_CV  Transformer  NAS  Super_Resolution  Review  Face  Survey  Deep_Learning  PDF
• 2022-09-23 NasHD: Efficient ViT Architecture Performance Ranking using Hyperdimensional Computing    Dongning Ma, Pengfei Zhao, Xun Jiao arXiv_CV arXiv_CV  Transformer  NAS  Deep_Learning  PDF
• 2022-09-21 DARTSRepair: Core-failure-set Guided DARTS for Network Robustness to Common Corruptions    Xuhong Ren, Jianlang Chen, Felix Juefei-Xu, Wanli Xue, Qing Guo, Lei Ma, Jianjun Zhao, Shengyong Chen arXiv_CV arXiv_CV  NAS  Enhancement  Pose  PDF
• 2022-09-15 Evolving Zero Cost Proxies For Neural Architecture Scoring    Yash Akhauri, J. Pablo Munoz, Nilesh Jain, Ravi Iyer arXiv_CV arXiv_CV  NAS  Zero-Shot  Pose  Deep_Learning  Relation  PDF
• 2022-09-15 Generalization Properties of NAS under Activation and Skip Connection Search    Zhenyu Zhu, Fanghui Liu, Grigorios G Chrysos, Volkan Cevher arXiv_AI arXiv_AI  NAS  Gradient_Descent  Recognition  Attention  PDF
• 2022-09-14 NAAP-440 Dataset and Baseline for Network Architecture Accuracy Prediction    Tal Hakim arXiv_CV arXiv_CV  NAS  Pose  Prediction  PDF
• 2022-09-08 Representing Camera Response Function by a Single Latent Variable and Fully Connected Neural Network    Yunfeng Zhao, Stuart Ferguson, Huiyu Zhou, Karen Rafferty arXiv_CV arXiv_CV  NAS  Unsupervised  Pose  PDF
• 2022-09-01 On Quantizing Implicit Neural Representations    Cameron Gordon, Shin-Fang Chng, Lachlan MacDonald, Simon Lucey arXiv_CV arXiv_CV  NAS  Reconstruction  Quantization  3D  PDF
• 2022-08-31 QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise    Egor Shvetsov, Dmitry Osin, Alexey Zaytsev, Ivan Koryakovskiy, Valentin Buchnev, Ilya Trofimov, Evgeny Burnaev arXiv_CV arXiv_CV  NAS  Quantization  Super_Resolution  Pose  PDF
• 2022-08-28 Bayesian Neural Network Language Modeling for Speech Recognition    Boyang Xue, Shoukang Hu, Junhao Xu, Mengzhe Geng, Xunying Liu, Helen Meng arXiv_CL arXiv_CL  Transformer  NAS  Recognition  RNN  Regularization  Speech  Pose  Speech_Recognition  Inference  Language_Model  PDF
• 2022-08-23 Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search    Hanxiong Chen, Yunqi Li, He Zhu, Yongfeng Zhang arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2022-08-23 ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild    Lumin Xu, Sheng Jin, Wentao Liu, Chen Qian, Wanli Ouyang, Ping Luo, Xiaogang Wang arXiv_CV arXiv_CV  NAS  Pose_Estimation  Pose  Face  PDF
• 2022-08-23 FocusFormer: Focusing on What We Need via Architecture Sampler    Jing Liu, Jianfei Cai, Bohan Zhuang arXiv_AI arXiv_AI  Transformer  NAS  Knowledge  Pose  PDF
• 2022-08-22 Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey    Dalin Zhang, Kaixuan Chen, Yan Zhao, Bin Yang, Lina Yao, Christian S. Jensen arXiv_AI arXiv_AI  NAS  Survey  Deep_Learning  PDF
• 2022-08-20 Fully Automated End-to-End Fake Audio Detection    Chenglong Wang, Jiangyan Yi, Jianhua Tao, Haiyang Sun, Xun Chen, Zhengkun Tian, Haoxin Ma, Cunhang Fan, Ruibo Fu arXiv_AI arXiv_AI  NAS  Speech  Pose  Detection  CNN  PDF
• 2022-08-18 Differentiable Architecture Search with Random Features    Xuanyang Zhang, Yonggang Li, Xiangyu Zhang, Yongtao Wang, Jian Sun arXiv_CV arXiv_CV  NAS  Optimization  PDF
• 2022-08-14 Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation    Zhichao Lu, Ran Cheng, Shihua Huang, Haoming Zhang, Changxiao Qiu, Fan Yang arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Optimization  Pose  Classification  Image_Classification  Autonomous  Inference  Prediction  PDF
• 2022-08-10 Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation    Peng Ye, Baopu Li, Tao Chen, Jiayuan Fan, Zhen Mei, Chen Lin, Chongyan Zuo, Qinghua Chi, Wanli Ouyan arXiv_AI arXiv_AI  NAS  Segmentation  Semantic_Segmentation  Optimization  Regularization  Pose  PDF
• 2022-08-08 Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment    Zhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan, Kalyanmoy Deb arXiv_CV arXiv_CV  NAS  Optimization  Pose  Deep_Learning  Inference  Prediction  PDF
• 2022-07-29 Evaluating the Practicality of Learned Image Compression    Hongjiu Yu, Qiancheng Sun, Jin Hu, Xingyuan Xue, Jixiang Luo, Dailan He, Yilong Li, Pengbo Wang, Yuanyuan Wang, Yaxu Dai, Yan Wang, Hongwei Qin arXiv_CV arXiv_CV  NAS  Quantization  Image_Compression  Inference  PDF
• 2022-07-28 Neural Architecture Search on Efficient Transformers and Beyond    Zexiang Liu, Dong Li, Kaiyue Lu, Zhen Qin, Weixuan Sun, Jiacheng Xu, Yiran Zhong arXiv_CL arXiv_CL  Transformer  NAS  Pose  Classification  Attention  Image_Classification  PDF
• 2022-07-27 ALBench: A Framework for Evaluating Active Learning in Object Detection    Zhanpeng Feng, Shiliang Zhang, Rinyoichi Takezoe, Wenze Hu, Manmohan Chandraker, Li-Jia Li, Vijay K. Narayanan, Xiaoyu Wang arXiv_CV arXiv_CV  NAS  Sparse  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-07-25 Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution    Yushu Wu, Yifan Gong, Pu Zhao, Yanyu Li, Zheng Zhan, Wei Niu, Hao Tang, Minghai Qin, Bin Ren, Yanzhi Wang arXiv_CV arXiv_CV  NAS  Super_Resolution  Optimization  Pose  Deep_Learning  Inference  PDF
• 2022-07-22 Guided Evolutionary Neural Architecture Search With Efficient Performance Estimation    Vasco Lopes, Miguel Santos, Bruno Degardin, Luís A. Alexandre arXiv_AI arXiv_AI  NAS  Knowledge  Pose  PDF
• 2022-07-21 UFO: Unified Feature Optimization    Teng Xi, Yifan Sun, Deli Yu, Bi Li, Nan Peng, Gang Zhang, Xinyu Zhang, Zhigang Wang, Jinwen Chen, Jian Wang, Lufei Liu, Haocheng Feng, Junyu Han, Jingtuo Liu, Errui Ding, Jingdong Wang arXiv_CV arXiv_CV  NAS  Person_Re-identification  Recognition  Optimization  Represenation_Learning  Pose  Face  Face_Recognition  Re-identification  Inference  PDF
• 2022-07-21 Efficient CNN Architecture Design Guided by Visualization    Liangqi Zhang, Haibo Shen, Yihao Luo, Xiang Cao, Leixilan Pan, Tianjiang Wang, Qi Feng arXiv_CV arXiv_CV  NAS  Edge_Detection  Classification  Detection  Object_Detection  CNN  Inference  PDF
• 2022-07-20 Automated machine learning for borehole resistivity measurements    M. Shahriari, D. Pardo, S. Kargaran, T. Teijeiro arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2022-07-20 EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching    Qiang Wang, Shaohuai Shi, Kaiyong Zhao, Xiaowen Chu arXiv_AI arXiv_AI  NAS  3D  Sparse  Pose  Classification  Detection  Object_Detection  Image_Classification  Inference  Prediction  Matching  PDF
• 2022-07-16 CLOSE: Curriculum Learning On the Sharing Extent Towards Better One-shot NAS    Zixuan Zhou, Xuefei Ning, Yi Cai, Jiashu Han, Yiping Deng, Yuhan Dong, Huazhong Yang, Yu Wang arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2022-07-14 PR-DARTS: Pruning-Based Differentiable Architecture Search    Hamid Mousavi, Mohammad Loni, Mina Alibeigi, Masoud Daneshtalab arXiv_CV arXiv_CV  NAS  Pose  Quantitative  CNN  PDF
• 2022-07-13 MRF-UNets: Searching UNet with Markov Random Fields    Zifu Wang, Matthew B. Blaschko arXiv_AI arXiv_AI  NAS  Segmentation  Semantic_Segmentation  Optimization  Pose  Medical  Inference  PDF
• 2022-07-12 UniNet: Unified Architecture Search with Convolution, Transformer, and MLP    Jihao Liu, Xin Huang, Guanglu Song, Yu Liu, Hongsheng Li arXiv_AI arXiv_AI  Transformer  NAS  Reinforcement_Learning  Pose  PDF
• 2022-07-10 Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics    Suman Sapkota, Binod Bhattarai arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Relation  PDF
• 2022-07-08 L$_0$onie: Compressing COINs with L$_0$-constraints    Juan Ramirez, Jose Gallego-Posada arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2022-07-08 Braid-based architecture search    Olga Lukyanova, Oleg Nikitin, Alex Kunin arXiv_AI arXiv_AI  NAS  Optimization  Pose  Classification  PDF
• 2022-07-08 SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning    Haoran You, Baopu Li, Zhanyi Sun, Xu Ouyang, Yingyan Lin arXiv_CV arXiv_CV  NAS  Sparse  Pose  PDF
• 2022-07-04 FlowNAS: Neural Architecture Search for Optical Flow Estimation    Zhiwei Lin, Tingting Liang, Taihong Xiao, Yongtao Wang, Zhi Tang, Ming-Hsuan Yang arXiv_CV arXiv_CV  NAS  Pose  Classification  CNN  Image_Classification  Optical_Flow  PDF
• 2022-07-02 Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces    Alexander Thebelt, Calvin Tsay, Robert M. Lee, Nathan Sudermann-Merx, David Walz, Behrang Shafei, Ruth Misener arXiv_AI arXiv_AI  NAS  Optimization  Knowledge  Pose  Relation  PDF
• 2022-07-02 Multi-scale Attentive Image De-raining Networks via Neural Architecture Search    Lei Cai, Yuli Fu, Wanliang Huo, Youjun Xiang, Tao Zhu, Ying Zhang, Huanqiang Zeng arXiv_AI arXiv_AI  NAS  Segmentation  Regularization  Pose  Deep_Learning  Detection  Attention  PDF
• 2022-06-28 Multi-Prior Learning via Neural Architecture Search for Blind Face Restoration    Yanjiang Yu, Puyang Zhang, Kaihao Zhang, Wenhan Luo, Changsheng Li, Ye Yuan, Guoren Wang arXiv_CV arXiv_CV  NAS  Restoration  Pose  Face  Action  Quantitative  PDF
• 2022-06-28 Ownership Verification of DNN Architectures via Hardware Cache Side Channels    Xiaoxuan Lou, Shangwei Guo, Jiwei Li, Tianwei Zhang arXiv_CV arXiv_CV  NAS  Pose  Action  Classification  Image_Classification  PDF
• 2022-06-27 Prior-Guided One-shot Neural Architecture Search    Peijie Dong, Xin Niu, Lujun Li, Linzhen Xie, Wenbin Zou, Tian Ye, Zimian Wei, Hengyue Pan arXiv_CV arXiv_CV  NAS  Pose  Relation  PDF
• 2022-06-23 Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection    Tianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng arXiv_SD arXiv_SD  NAS  Recognition  Speech  Pose  Detection  Speech_Recognition  PDF
• 2022-06-23 Restoring speech intelligibility for hearing aid users with deep learning    Peter Udo Diehl, Yosef Singer, Hannes Zilly, Uwe Schönfeld, Paul Meyer-Rachner, Mark Berry, Henning Sprekeler, Elias Sprengel, Annett Pudszuhn, Veit M. Hofmann arXiv_SD arXiv_SD  NAS  Speech  Deep_Learning  Denoising  PDF
• 2022-06-20 Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search    Han Xiao, Ziwei Wang, Zheng Zhu, Jie Zhou, Jiwen Lu arXiv_CV arXiv_CV  NAS  Gradient_Descent  Pose  Relation  PDF
• 2022-06-17 Fast Finite Width Neural Tangent Kernel    Roman Novak, Jascha Sohl-Dickstein, Samuel S. Schoenholz arXiv_AI arXiv_AI  NAS  Pose  Deep_Learning  PDF
• 2022-06-17 FreeREA: Training-Free Evolution-based Architecture Search    Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta arXiv_AI arXiv_AI  NAS  PDF
• 2022-06-17 Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained Parameters    Harim Jung, Myeong-Seok Oh, Cheoljong Yang, Seong-Whan Lee arXiv_CV arXiv_CV  NAS  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-06-15 ERNAS: An Evolutionary Neural Architecture Search for Magnetic Resonance Image Reconstructions    Samira Vafay Eslahi, Jian Tao, Jim Ji arXiv_CV arXiv_CV  NAS  Reconstruction  Pose  Deep_Learning  PDF
• 2022-06-14 AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System    Pengyu Zhao, Kecheng Xiao, Yuanxing Zhang, Kaigui Bian, Wei Yan arXiv_CV arXiv_CV  NAS  Pose  Action  Deep_Learning  Recommendation  PDF
• 2022-06-13 MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing    Zhaofan Qiu, Ting Yao, Chong-Wah Ngo, Tao Mei arXiv_AI arXiv_AI  Transformer  NAS  Recognition  3D  Pose  Attention  CNN  PDF
• 2022-06-13 Improve Ranking Correlation of Super-net through Training Scheme from One-shot NAS to Few-shot NAS    Jiawei Liu, Kaiyu Zhang, Weitai Hu, Qing Yang arXiv_CV arXiv_CV  NAS  Pose  Relation  Few-Shot  PDF
• 2022-06-12 STD-NET: Search of Image Steganalytic Deep-learning Architecture via Hierarchical Tensor Decomposition    Shunquan Tan, Qiushi Li, Laiyuan Li, Bin Li, Jiwu Huang arXiv_CV arXiv_CV  NAS  Unsupervised  Pose  Detection  GAN  CNN  PDF
• 2022-06-11 A Review on Plastic Artificial Neural Networks: Exploring the Intersection between Neural Architecture Search and Continual Learning    Mohamed Shahawy, Elhadj Benkhelifa, David White arXiv_AI arXiv_AI  NAS  Review  Deep_Learning  PDF
• 2022-06-09 Neural Prompt Search    Yuanhan Zhang, Kaiyang Zhou, Ziwei Liu arXiv_AI arXiv_AI  Transformer  NAS  Pose  Few-Shot  PDF
• 2022-06-09 SDQ: Stochastic Differentiable Quantization with Mixed Precision    Xijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric Xing, Kwang-Ting Cheng arXiv_AI arXiv_AI  NAS  Quantization  Reinforcement_Learning  Regularization  Knowledge  PDF
• 2022-06-08 RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation    Qing Lu, Xiaowei Xu, Shunjie Dong, Callie Hao, Lei Yang, Cheng Zhuo, Yiyu Shi arXiv_CV arXiv_CV  NAS  Segmentation  3D  Medical  PDF
• 2022-06-08 Towards Self-supervised and Weight-preserving Neural Architecture Search    Zhuowei Li, Yibo Gao, Zhenzhou Zha, Zhiqiang HU, Qing Xia, Shaoting Zhang, Dimitris N. Metaxas arXiv_CV arXiv_CV  Transformer  NAS  Self-Supervised  Pose  PDF
• 2022-06-06 Transfer Learning based Search Space Design for Hyperparameter Tuning    Yang Li, Yu Shen, Huaijun Jiang, Tianyi Bai, Wentao Zhang, Ce Zhang, Bin Cui arXiv_AI arXiv_AI  NAS  Transfer_Learning  Optimization  Knowledge  Deep_Learning  PDF
• 2022-06-02 Real-Time Portrait Stylization on the Edge    Yanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang, Bin Ren, Yanzhi Wang arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2022-06-02 Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization    Yanyu Li, Pu Zhao, Geng Yuan, Xue Lin, Yanzhi Wang, Xin Chen arXiv_CV arXiv_CV  NAS  Segmentation  Gradient_Descent  Optimization  Pose  Classification  Inference  PDF
• 2022-06-02 EfficientFormer: Vision Transformers at MobileNet Speed    Yanyu Li, Geng Yuan, Yang Wen, Eric Hu, Georgios Evangelidis, Sergey Tulyakov, Yanzhi Wang, Jian Ren arXiv_CV arXiv_CV  Transformer  NAS  Attention  CNN  Inference  PDF
• 2022-06-01 Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks    Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari arXiv_CV arXiv_CV  NAS  Optimization  Deep_Learning  Inference  Matching  PDF
• 2022-05-31 Automatic Relation-aware Graph Network Proliferation    Shaofei Cai, Liang Li, Xinzhe Han, Jiebo Luo, Zheng-Jun Zha, Qingming Huang arXiv_AI arXiv_AI  NAS  Pose  Relation  Attention  PDF
• 2022-05-30 Uncertainty Quantification and Resource-Demanding Computer Vision Applications of Deep Learning    Julian Burghoff, Robin Chan, Hanno Gottschalk, Annika Muetze, Tobias Riedlinger, Matthias Rottmann, Marius Schubert arXiv_CV arXiv_CV  NAS  Survey  Deep_Learning  Medical  PDF
• 2022-05-30 Quantum circuit architecture search for variational quantum algorithms    Yuxuan Du, Tao Huang, Shan You, Min-Hsiu Hsieh, Dacheng Tao arXiv_CV arXiv_CV  NAS  Classification  VQA  QA  PDF
• 2022-05-25 MAPLE-X: Latency Prediction with Explicit Microprocessor Prior Knowledge    Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee arXiv_AI arXiv_AI  NAS  Knowledge  Pose  CNN  Inference  Prediction  PDF
• 2022-05-23 FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?    Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha arXiv_CL arXiv_CL  Transformer  NAS  Embedding  Bert  Optimization  Pose  Language_Model  PDF
• 2022-05-19 Incremental Learning with Differentiable Architecture and Forgetting Search    James Seale Smith, Zachary Seymour, Han-Pang Chiu arXiv_AI arXiv_AI  NAS  Pose  Classification  Image_Classification  PDF
• 2022-05-18 Meta-Learning Sparse Compression Networks    Jonathan Richard Schwarz, Yee Whye Teh arXiv_AI arXiv_AI  NAS  3D  Sparse  Pose  Deep_Learning  PDF
• 2022-05-17 SEMI-FND: Stacked Ensemble Based Multimodal Inference For Faster Fake News Detection    Prabhav Singh, Ridam Srivastava, K.P.S. Rana, Vineet Kumar arXiv_AI arXiv_AI  NAS  Bert  Detection  Inference  PDF
• 2022-05-15 Proxyless Neural Architecture Adaptation for Supervised Learning and Self-Supervised Learning    Do-Guk Kim, Heung-Chang Lee arXiv_CV arXiv_CV  Transformer  NAS  Self-Supervised  Pose  PDF
• 2022-05-14 Classification of Astronomical Bodies by Efficient Layer Fine-Tuning of Deep Neural Networks    Sabeesh Ethiraj, Bharath Kumar Bolla arXiv_AI arXiv_AI  NAS  Transfer_Learning  Classification  PDF
• 2022-05-14 Revisiting Facial Key Point Detection: An Efficient Approach Using Deep Neural Networks    Prathima Dileep, Bharath Kumar Bolla, Sabeesh Ethiraj arXiv_AI arXiv_AI  NAS  Transfer_Learning  Facial_Landmark  Emotion  Face  Deep_Learning  Detection  Inference  PDF
• 2022-05-14 Efficient Deep Learning Methods for Identification of Defective Casting Products    Bharath Kumar Bolla, Mohan Kingam, Sabeesh Ethiraj arXiv_AI arXiv_AI  NAS  Transfer_Learning  Classification  Deep_Learning  Detection  PDF
• 2022-05-12 Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer    S.H.Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey arXiv_CV arXiv_CV  NAS  Transfer_Learning  Knowledge  Pose  CNN  PDF
• 2022-05-11 AutoKE: An automatic knowledge embedding framework for scientific machine learning    Mengge Du, Yuntian Chen, Dongxiao Zhang arXiv_CL arXiv_CL  NAS  Embedding  Transfer_Learning  Knowledge  Pose  Prediction  PDF
• 2022-05-11 AutoLC: Search Lightweight and Top-Performing Architecture for Remote Sensing Image Land-Cover Classification    Chenyu Zheng, Junjue Wang, Ailong Ma, Yanfei Zhong arXiv_AI arXiv_AI  NAS  Pose  Classification  CNN  Prediction  PDF
• 2022-05-04 UnrealNAS: Can We Search Neural Architectures with Unreal Data?    Zhen Dong, Kaicheng Zhou, Guohao Li, Qiang Zhou, Mingfei Guo, Bernard Ghanem, Kurt Keutzer, Shanghang Zhang arXiv_CV arXiv_CV  NAS  PDF
• 2022-04-30 An Initial Look at Self-Reprogramming Artificial Intelligence    Alex Sheng arXiv_AI arXiv_AI  NAS  Deep_Learning  PDF
• 2022-04-27 MAPLE-Edge: A Runtime Latency Predictor for Edge Devices    Saeejith Nair, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2022-04-27 PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search    Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang arXiv_CV arXiv_CV  NAS  Prediction  PDF
• 2022-04-26 GPUNet: Searching the Deployable Convolution Neural Networks for GPUs    Linnan Wang, Chenhan Yu, Satish Salian, Slawomir Kierat, Szymon Migacz, Alex Fit Florea arXiv_AI arXiv_AI  NAS  Detection  CNN  Inference  PDF
• 2022-04-25 PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution    Zhijian Liu, Haotian Tang, Shengyu Zhao, Kevin Shao, Song Han arXiv_CV arXiv_CV  NAS  3D  Sparse  Pose  Deep_Learning  Detection  Autonomous  PDF
• 2022-04-25 Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications    Han Cai, Ji Lin, Yujun Lin, Zhijian Liu, Haotian Tang, Hanrui Wang, Ligeng Zhu, Song Han arXiv_CV arXiv_CV  NAS  Quantization  Recognition  Point_Cloud  Speech  Deep_Learning  Speech_Recognition  PDF
• 2022-04-22 Towards Privacy-Preserving Neural Architecture Search    Fuyi Wang, Leo Yu Zhang, Lei Pan, Shengshan Hu, Robin Doss arXiv_AI arXiv_AI  NAS  Pose  Face  Classification  Deep_Learning  PDF
• 2022-04-20 SpiderNet: Hybrid Differentiable-Evolutionary Architecture Search via Train-Free Metrics    Rob Geada, Andrew Stephen McGough arXiv_CV arXiv_CV  NAS  PDF
• 2022-04-19 Edge-enhanced Feature Distillation Network for Efficient Super-Resolution    Yan Wang arXiv_CV arXiv_CV  NAS  Super_Resolution  Restoration  Pose  CNN  PDF
• 2022-04-18 DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning    Chengcheng Guo, Bo Zhao, Yanbing Bai arXiv_CV arXiv_CV  NAS  Pose  Deep_Learning  PDF
• 2022-04-15 Efficient Architecture Search for Diverse Tasks    Junhong Shen, Mikhail Khodak, Ameet Talwalkar arXiv_AI arXiv_AI  NAS  Pose  CNN  PDF
• 2022-04-15 Adjoined Networks: A Training Paradigm with Applications to Network Compression    Utkarsh Nath, Shrinu Kushagra, Yingzhen Yang arXiv_CV arXiv_CV  NAS  Knowledge  Pose  PDF
• 2022-04-14 Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks    Arber Zela, Julien Siems, Lucas Zimmer, Jovita Lukasik, Margret Keuper, Frank Hutter arXiv_CV arXiv_CV  NAS  Pose  Action  PDF
• 2022-04-14 RankNEAT: Outperforming Stochastic Gradient Search in Preference Learning Tasks    Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis arXiv_AI arXiv_AI  NAS  Gradient_Descent  Optimization  Face  PDF
• 2022-04-14 HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images    Jikuan Qian (1,2 and 3), Rui Li (1,2 and 3), Xin Yang (1,2 and 3), Yuhao Huang (1,2 and 3), Mingyuan Luo (1,2 and 3), Zehui Lin (1,2 and 3), Wenhui Hong (1,2 and 3), Ruobing Huang (1,2 and 3), Haining Fan (4), Dong Ni (1,2 and 3), Jun Cheng (1,2 and 3) ((1) aNational-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China, (2) Medical Ultrasound Image Computing (MUSIC) Laboratory, Shenzhen University, Shenzhen, China, (3) Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China, (4) Qinghai University Affiliated Hospital, Xining, Qinghai, China) arXiv_AI arXiv_AI  NAS  Segmentation  Knowledge  Pose  Classification  CNN  Image_Classification  PDF
• 2022-04-13 De-IReps: Searching for improved Re-parameterizing Architecture based on Differentiable Evolution Strategy    Xinyi Yu, Xiaowei Wang, Mingyang Zhang, Jintao Rong, Linlin Ou arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2022-04-12 Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search    Minbin Huang, Zhijian Huang, Changlin Li, Xin Chen, Hang Xu, Zhenguo Li, Xiaodan Liang arXiv_CV arXiv_CV  NAS  Embedding  Optimization  Knowledge  Pose  Relation  Prediction  PDF
• 2022-04-11 When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search    Guocheng Qian, Xuanyang Zhang, Guohao Li, Chen Zhao, Yukang Chen, Xiangyu Zhang, Bernard Ghanem, Jian Sun arXiv_AI arXiv_AI  NAS  Pose  PDF
• 2022-04-10 SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems    Xin Dong, Barbara De Salvo, Meng Li, Chiao Liu, Zhongnan Qu, H.T. Kung, Ziyun Li arXiv_AI arXiv_AI  NAS  3D  Classification  Inference  PDF
• 2022-04-10 Enhancing the Robustness, Efficiency, and Diversity of Differentiable Architecture Search    Chao Li, Jia Ning, Han Hu, Kun He arXiv_AI arXiv_AI  NAS  Attention  PDF
• 2022-04-09 Searching for Efficient Neural Architectures for On-Device ML on Edge TPUs    Berkin Akin, Suyog Gupta, Yun Long, Anton Spiridonov, Zhuo Wang, Marie White, Hao Xu, Ping Zhou, Yanqi Zhou arXiv_CV arXiv_CV  NAS  Segmentation  Classification  Detection  PDF
• 2022-04-08 SuperNet in Neural Architecture Search: A Taxonomic Survey    Stephen Cha, Taehyeon Kim, Hayeon Lee, Se-Young Yun arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Recognition  Optimization  Knowledge  Survey  Classification  Detection  Relation  Object_Detection  CNN  Image_Classification  PDF
• 2022-04-06 Bridging the Gap of AutoGraph between Academia and Industry: Analysing AutoGraph Challenge at KDD Cup 2020    Zhen Xu, Lanning Wei, Huan Zhao, Rex Ying, Quanming Yao, Wei-Wei Tu, Isabelle Guyon arXiv_AI arXiv_AI  NAS  Pose  Classification  Attention  GAN  PDF
• 2022-04-01 QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration    Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen arXiv_CV arXiv_CV  NAS  Optimization  Pose  Prediction  PDF
• 2022-04-01 i-Razor: A Neural Input Razor for Feature Selection and Dimension Search in Large-Scale Recommender Systems    Yao Yao, Bin Liu, Haoxun He, Dakui Sheng, Ke Wang, Li Xiao, Huanhuan Cao arXiv_AI arXiv_AI  NAS  Embedding  Optimization  Pose  Action  Prediction  Recommendation  PDF
• 2022-03-31 Neural Architecture Search for Speech Emotion Recognition    Xixin Wu, Shoukang Hu, Zhiyong Wu, Xunying Liu, Helen Meng arXiv_CL arXiv_CL  NAS  Recognition  Optimization  Knowledge  Speech  Pose  Emotion  PDF
• 2022-03-29 AutoCoMet: Smart Neural Architecture Search via Co-Regulated Shaping Reinforcement    Mayukh Das, Brijraj Singh, Harsh Kanti Chheda, Pawan Sharma, Pradeep NS arXiv_AI arXiv_AI  NAS  Optimization  Pose  PDF
• 2022-03-29 Generalizing Few-Shot NAS with Gradient Matching    Shoukang Hu, Ruochen Wang, Lanqing Hong, Zhenguo Li, Cho-Jui Hsieh, Jiashi Feng arXiv_CV arXiv_CV  NAS  Optimization  Pose  Few-Shot  Matching  PDF
• 2022-03-28 Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?    Jisoo Mok, Byunggook Na, Ji-Hoon Kim, Dongyoon Han, Sungroh Yoon arXiv_AI arXiv_AI  NAS  Relation  PDF
• 2022-03-28 Automated Progressive Learning for Efficient Training of Vision Transformers    Changlin Li, Bohan Zhuang, Guangrun Wang, Xiaodan Liang, Xiaojun Chang, Yi Yang arXiv_AI arXiv_AI  Transformer  NAS  Optimization  Pose  PDF
• 2022-03-25 A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators    Bingqian Lu, Zheyu Yan, Yiyu Shi, Shaolei Ren arXiv_AI arXiv_AI  NAS  Reinforcement_Learning  Pose  Inference  PDF
• 2022-03-25 EmotionNAS: Two-stream Architecture Search for Speech Emotion Recognition    Haiyang Sun, Zheng Lian, Bin Liu, Ying Li, Licai Sun, Cong Cai, Jianhua Tao, Meng Wang, Yuan Cheng arXiv_SD arXiv_SD  NAS  Recognition  Speech  Pose  Emotion  Action  PDF
• 2022-03-24 Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable Devices    Alessio Burrello, Daniele Jahier Pagliari, Matteo Risso, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino arXiv_AI arXiv_AI  NAS  Tracking  Deep_Learning  CNN  Inference  PDF
• 2022-03-23 U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search    Ahmet Caner Yüzügüler, Nikolaos Dimitriadis, Pascal Frossard arXiv_CV arXiv_CV  NAS  Optimization  Pose  Classification  Image_Classification  Inference  PDF
• 2022-03-23 Training-free Transformer Architecture Search    Qinqin Zhou, Kekai Sheng, Xiawu Zheng, Ke Li, Xing Sun, Yonghong Tian, Jie Chen, Rongrong Ji arXiv_CV arXiv_CV  Transformer  NAS  Salient  Pose  Attention  PDF
• 2022-03-21 EAutoDet: Efficient Architecture Search for Object Detection    Xiaoxing Wang, Jiale Lin, Junchi Yan, Juanping Zhao, Xiaokang Yang arXiv_CV arXiv_CV  NAS  Pose  Detection  Object_Detection  PDF
• 2022-03-20 Vision Transformer with Convolutions Architecture Search    Haichao Zhang, Kuangrong Hao, Witold Pedrycz, Lei Gao, Xuesong Tang, Bing Wei arXiv_CV arXiv_CV  Transformer  NAS  Recognition  Pose  Classification  Detection  Relation  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2022-03-17 Delta Distillation for Efficient Video Processing    Amirhossein Habibian, Haitam Ben Yahia, Davide Abati, Efstratios Gavves, Fatih Porikli arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Knowledge  Pose  Detection  Object_Detection  Optical_Flow  Inference  Prediction  PDF
• 2022-03-17 Progressive Subsampling for Oversampled Data -- Application to Quantitative MRI    Stefano B. Blumberg, Hongxiang Lin, Francesco Grussu, Yukun Zhou, Matteo Figini, Daniel C. Alexander arXiv_CV arXiv_CV  NAS  Reconstruction  3D  Optimization  Quantitative  Deep_Learning  PDF
• 2022-03-17 Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning    Haoxiang Wang, Yite Wang, Ruoyu Sun, Bo Li arXiv_CV arXiv_CV  NAS  Pose  Few-Shot  PDF
• 2022-03-17 DATA: Domain-Aware and Task-Aware Pre-training    Qing Chang, Junran Peng, Lingxie Xie, Jiajun Sun, Haoran Yin, Qi Tian, Zhaoxiang Zhang arXiv_CV arXiv_CV  Transformer  NAS  Segmentation  Semantic_Segmentation  Knowledge  Self-Supervised  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-03-16 Meta-Learning of NAS for Few-shot Learning in Medical Image Applications    Viet-Khoa Vo-Ho, Kashu Yamazaki, Hieu Hoang, Minh-Triet Tran, Ngan Le arXiv_CV arXiv_CV  NAS  Reconstruction  Segmentation  Review  Classification  Deep_Learning  Detection  Few-Shot  Medical  Image_Classification  PDF
• 2022-03-16 On Redundancy and Diversity in Cell-based Neural Architecture Search    Xingchen Wan, Binxin Ru, Pedro M. Esperança, Zhenguo Li arXiv_AI arXiv_AI  NAS  Attention  PDF
• 2022-03-16 Learning Where To Look -- Generative NAS is Surprisingly Efficient    Jovita Lukasik, Steffen Jung, Margret Keuper arXiv_CV arXiv_CV  NAS  Optimization  Pose  Classification  Attention  PDF
• 2022-03-15 One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning    Sharath Girish, Debadeepta Dey, Neel Joshi, Vibhav Vineet, Shital Shah, Caio Cesar Teodoro Mendes, Abhinav Shrivastava, Yale Song arXiv_AI arXiv_AI  NAS  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2022-03-14 Less is More: Proxy Datasets in NAS approaches    Brian Moser, Federico Raue, Jörn Hees, Andreas Dengel arXiv_AI arXiv_AI  NAS  Unsupervised  PDF
• 2022-03-11 Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond    Tiange Xiang, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai arXiv_CV arXiv_CV  NAS  Segmentation  3D  Pose  Medical  Inference  PDF
• 2022-03-10 Towards Less Constrained Macro-Neural Architecture Search    Vasco Lopes, Luís A. Alexandre arXiv_CV arXiv_CV  NAS  Pose  Autonomous  PDF
• 2022-03-08 Evolutionary Neural Cascade Search across Supernetworks    Alexander Chebykin, Tanja Alderliesten, Peter A. N. Bosman arXiv_CV arXiv_CV  NAS  PDF
• 2022-03-08 UENAS: A Unified Evolution-based NAS Framework    Zimian Wei, Hengyue Pan, Xin Niu, Peijie Dong, Dongsheng Li arXiv_CV arXiv_CV  NAS  Pose  Attention  PDF
• 2022-03-07 Searching for Robust Neural Architectures via Comprehensive and Reliable Evaluation    Jialiang Sun, Tingsong Jiang, Chao Li, Weien Zhou, Xiaoya Zhang, Wen Yao, Xiaoqian Chen arXiv_AI arXiv_AI  NAS  Adversarial  Pose  PDF
• 2022-03-04 Adaptive Cross-Layer Attention for Image Restoration    Yancheng Wang, Ning Xu, Chong Chen, Yingzhen Yang arXiv_CV arXiv_CV  NAS  Super_Resolution  Restoration  Pose  Relation  Denoising  Attention  Image_Compression  Inference  PDF
• 2022-03-04 Improving the Energy Efficiency and Robustness of tinyML Computer Vision using Log-Gradient Input Images    Qianyun Lu, Boris Murmann arXiv_CV arXiv_CV  NAS  Quantization  CNN  PDF
• 2022-03-04 WPNAS: Neural Architecture Search by jointly using Weight Sharing and Predictor    Ke Lin, Yong A, Zhuoxin Gan, Yingying Jiang arXiv_CV arXiv_CV  NAS  Pose  Few-Shot  Prediction  PDF
• 2022-03-03 Fast Neural Architecture Search for Lightweight Dense Prediction Networks    Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkila arXiv_CV arXiv_CV  Image_Caption  Surveillance  NAS  Segmentation  Semantic_Segmentation  Super_Resolution  Classification  Medical  Prediction  PDF
• 2022-03-03 $β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search    Peng Ye, Baopu Li, Yikang Li, Tao Chen, Jiayuan Fan, Wanli Ouyang arXiv_AI arXiv_AI  NAS  Regularization  Pose  Attention  PDF
• 2022-03-01 PaSca: a Graph Neural Architecture Search System under the Scalable Paradigm    Wentao Zhang, Yu Shen, Zheyu Lin, Yang Li, Xiaosen Li, Wen Ouyang, Yangyu Tao, Zhi Yang, Bin Cui arXiv_AI arXiv_AI  NAS  Optimization  Pose  PDF
• 2022-02-27 An Efficient End-to-End 3D Model Reconstructionbased on Neural Architecture Search    Yongdong Huang, Yuanzhan Li, Xulong Cao, Siyu Zhang, Shen Cai, Ting Lu, Yuqi Liu arXiv_CV arXiv_CV  NAS  Reconstruction  Reinforcement_Learning  3D  Pose  Face  Classification  Inference  Prediction  PDF
• 2022-02-25 A Hardware-Aware System for Accelerating Deep Neural Network Optimization    Anthony Sarah, Daniel Cummings, Sharath Nittur Sridhar, Sairam Sundaresan, Maciej Szankin, Tristan Webb, J. Pablo Munoz arXiv_AI arXiv_AI  Transformer  NAS  Optimization  Pose  Face  PDF
• 2022-02-23 Mixed-Block Neural Architecture Search for Medical Image Segmentation    Martijn M.A. Bosma, Arkadiy Dushatskiy, Monika Grewal, Tanja Alderliesten, Peter A. N. Bosman arXiv_CV arXiv_CV  NAS  Segmentation  Pose  Action  Classification  Medical  Image_Classification  PDF
• 2022-02-21 Neural Ensemble Search for Uncertainty Estimation and Dataset Shift    Sheheryar Zaidi, Arber Zela, Thomas Elsken, Chris Holmes, Frank Hutter, Yee Whye Teh arXiv_CV arXiv_CV  NAS  Pose  Classification  PDF
• 2022-02-17 Two-Stage Architectural Fine-Tuning with Neural Architecture Search using Early-Stopping in Image Classification    Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Joongheon Kim arXiv_AI arXiv_AI  NAS  Transfer_Learning  Pose  Classification  CNN  Image_Classification  PDF
• 2022-02-15 Neural Architecture Search for Dense Prediction Tasks in Computer Vision    Thomas Elsken, Arber Zela, Jan Hendrik Metzen, Benedikt Staffler, Thomas Brox, Abhinav Valada, Frank Hutter arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Survey  Deep_Learning  Detection  Object_Detection  Prediction  PDF
• 2022-02-09 Model Architecture Adaption for Bayesian Neural Networks    Duo Wang, Yiren Zhao, Ilia Shumailov, Robert Mullins arXiv_AI arXiv_AI  NAS  Pose  Action  Inference  Prediction  PDF
• 2022-02-09 TinyM$^2$Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices    Hasib-Al Rashid, Pretom Roy Ovi, Aryya Gangopadhyay, Tinoosh Mohsenin arXiv_SD arXiv_SD  NAS  Quantization  Optimization  Classification  Detection  Object_Detection  Attention  PDF
• 2022-02-09 Neural Architecture Search for Energy Efficient Always-on Audio Models    Daniel T. Speckhard, Karolis Misiunas, Sagi Perel, Tenghui Zhu, Simon Carlile, Malcolm Slaney arXiv_SD arXiv_SD  NAS  Optimization  Classification  Inference  PDF
• 2022-02-06 Learning Features with Parameter-Free Layers    Dongyoon Han, YoungJoon Yoo, Beomyoung Kim, Byeongho Heo arXiv_CV arXiv_CV  NAS  GAN  CNN  PDF
• 2022-02-04 Heed the Noise in Performance Evaluations in Neural Architecture Search    Arkadiy Dushatskiy, Tanja Alderliesten, Peter A. N. Bosman arXiv_CV arXiv_CV  NAS  Segmentation  Optimization  Pose  Medical  PDF
• 2022-02-04 A Survey on Evolutionary Neural Architecture Search    Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen, Kay Chen Tan arXiv_CV arXiv_CV  NAS  Review  Survey  Attention  PDF
• 2022-01-31 NAS-Bench-Suite: NAS Evaluation is Surprisingly Easy    Yash Mehta, Colin White, Arber Zela, Arjun Krishnakumar, Guri Zabergja, Shakiba Moradian, Mahmoud Safari, Kaicheng Yu, Frank Hutter arXiv_AI arXiv_AI  NAS  Recognition  Speech  Face  Classification  Detection  Object_Detection  Speech_Recognition  Image_Classification  Prediction  PDF
• 2022-01-30 Semi-discrete optimization through semi-discrete optimal transport: a framework for neural architecture search    Nicolas Garcia Trillos, Javier Morales arXiv_CV arXiv_CV  NAS  Optimization  Action  Deep_Learning  PDF
• 2022-01-30 Augmenting Novelty Search with a Surrogate Model to Engineer Meta-Diversity in Ensembles of Classifiers    Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy V. Pitt arXiv_CV arXiv_CV  NAS  Gradient_Descent  Sparse  Pose  Classification  PDF
• 2022-01-30 AutoSNN: Towards Energy-Efficient Spiking Neural Networks    Byunggook Na, Jisoo Mok, Seongsik Park, Dongjin Lee, Hyeokjun Choe, Sungroh Yoon arXiv_AI arXiv_AI  NAS  Sparse  Pose  Attention  PDF
• 2022-01-30 Neural Architecture Ranker    Bicheng Guo, Shibo He, Tao Chen, Jiming Chen, Peng Ye arXiv_CV arXiv_CV  NAS  Pose  Matching  PDF
• 2022-01-29 Self Semi Supervised Neural Architecture Search for Semantic Segmentation    Loïc Pauletto, Massih-Reza Amini, Nicolas Winckler arXiv_CV arXiv_CV  NAS  Segmentation  Semi_Supervised  Semantic_Segmentation  Gradient_Descent  Self-Supervised  Pose  PDF
• 2022-01-29 AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models    Dongkuan Xu, Subhabrata Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Hassan Awadallah, Jianfeng Gao arXiv_CL arXiv_CL  Transformer  NAS  Knowledge  Few-Shot  Attention  Language_Model  PDF
• 2022-01-27 DropNAS: Grouped Operation Dropout for Differentiable Architecture Search    Weijun Hong, Guilin Li, Weinan Zhang, Ruiming Tang, Yunhe Wang, Zhenguo Li, Yong Yu arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2022-01-26 ASFD: Automatic and Scalable Face Detector    Jian Li, Bin Zhang, Yabiao Wang, Ying Tai, ZhenYu Zhang, Chengjie Wang, Jilin Li, Xiaoming Huang, Yili Xia arXiv_CV arXiv_CV  NAS  Face_Detection  Enhancement  Pose  Face  Detection  Object_Detection  PDF
• 2022-01-24 Neural Architecture Searching for Facial Attributes-based Depression Recognition    Mingzhe Chen, Xi Xiao, Bin Zhang, Xinyu Liu, Runiu Lu arXiv_AI arXiv_AI  NAS  Recognition  Pose  CNN  PDF
• 2022-01-24 Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search    Yao Shu, Zhongxiang Dai, Zhaoxuan Wu, Bryan Kian Hsiang Low arXiv_AI arXiv_AI  NAS  Pose  Relation  PDF
• 2022-01-24 PaRT: Parallel Learning Towards Robust and Transparent AI    Mahsa Paknezhad, Hamsawardhini Rengarajan, Chenghao Yuan, Sujanya Suresh, Manas Gupta, Savitha Ramasamy, Lee Hwee Kuan arXiv_AI arXiv_AI  NAS  Knowledge  Pose  Relation  PDF
• 2022-01-23 Neural Architecture Search for Spiking Neural Networks    Youngeun Kim, Yuhang Li, Hyoungseob Park, Yeshwanth Venkatesha, Priyadarshini Panda arXiv_AI arXiv_AI  NAS  Recognition  Relation  Attention  PDF
• 2022-01-22 NAS-VAD: Neural Architecture Search for Voice Activity Detection    Daniel Rho, Jinhyeok Park, Jong Hwan Ko arXiv_SD arXiv_SD  NAS  Pose  Detection  Attention  Activity  PDF
• 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
• 2021-12-05 Automatic Routability Predictor Development Using Neural Architecture Search    Chen-Chia Chang, Jingyu Pan, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chun-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen arXiv_CV arXiv_CV  NAS  Detection  Prediction  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 Markovian Quantum Neuroevolution for Machine Learning    Zhide Lu, Pei-Xin Shen, Dong-Ling Deng arXiv_CV arXiv_CV  NAS  Classification  Autonomous  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 AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data    Romain Egele, Prasanna Balaprakash, Venkatram Vishwanath, Isabelle Guyon, Zhengying Liu arXiv_CV arXiv_CV  NAS  Optimization  Pose  Inference  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
• 2021-10-14 Differentiable Quantum Architecture Search    Shi-Xin Zhang, Chang-Yu Hsieh, Shengyu Zhang, Hong Yao arXiv_CV arXiv_CV  NAS  Optimization  Pose  QA  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
• 2021-09-27 DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks    Yuhui Ding, Quanming Yao, Huan Zhao, Tong Zhang arXiv_CV arXiv_CV  NAS  Pose  Relation  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 Qualities, challenges and future of genetic algorithms: a literature review    Aymeric Vie, Alissa M. Kleinnijenhuis, Doyne J. Farmer arXiv_CV arXiv_CV  NAS  Knowledge  Review  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
• 2021-08-11 PEng4NN: An Accurate Performance Estimation Engine for Efficient Automated Neural Network Architecture Search    Ariel Keller Rorabaugh (1), Silvina Caíno-Lores (1), Michael R. Wyatt II (1), Travis Johnston (2), Michela Taufer (1) ((1) University of Tennessee, Knoxville, USA, (2) Oak Ridge National Lab, Oak Ridge, USA) arXiv_CV arXiv_CV  NAS  Knowledge  Pose  Classification  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
• 2021-08-09 Differential Evolution for Neural Architecture Search    Noor Awad, Neeratyoy Mallik, Frank Hutter arXiv_CV arXiv_CV  NAS  Optimization  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
• 2021-08-02 Few-shot Neural Architecture Search    Yiyang Zhao, Linnan Wang, Yuandong Tian, Rodrigo Fonseca, Tian Guo arXiv_CV arXiv_CV  NAS  Transfer_Learning  Pose  Few-Shot  GAN  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
• 2021-07-19 Ps and Qs: Quantization-aware pruning for efficient low latency neural network inference    Benjamin Hawks, Javier Duarte, Nicholas J. Fraser, Alessandro Pappalardo, Nhan Tran, Yaman Umuroglu arXiv_CV arXiv_CV  NAS  Quantization  Optimization  Regularization  Inference  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
• 2021-06-21 Firefly Neural Architecture Descent: a General Approach for Growing Neural Networks    Lemeng Wu, Bo Liu, Peter Stone, Qiang Liu arXiv_CV arXiv_CV  NAS  Pose  Classification  Image_Classification  PDF
• 2021-06-16 Exploring the Loss Landscape in Neural Architecture Search    Colin White, Sam Nolen, Yash Savani arXiv_CV arXiv_CV  NAS  Denoising  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 CATE: Computation-aware Neural Architecture Encoding with Transformers    Shen Yan, Kaiqiang Song, Fei Liu, Mi Zhang arXiv_CV arXiv_CV  Transformer  NAS  Attention  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
• 2021-06-10 Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search    Vu Nguyen, Tam Le, Makoto Yamada, Michael A Osborne arXiv_CV arXiv_CV  NAS  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
• 2021-06-08 Speedy Performance Estimation for Neural Architecture Search    Binxin Ru, Clare Lyle, Lisa Schut, Miroslav Fil, Mark van der Wilk, Yarin Gal arXiv_CV arXiv_CV  NAS  Pose  Face  Relation  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
• 2021-06-07 UFO-BLO: Unbiased First-Order Bilevel Optimization    Valerii Likhosherstov, Xingyou Song, Krzysztof Choromanski, Jared Davis, Adrian Weller arXiv_CV arXiv_CV  NAS  Optimization  Adversarial  Pose  Few-Shot  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 Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners    Rob Geada, Dennis Prangle, Andrew Stephen McGough arXiv_CV arXiv_CV  NAS  Attention  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 Multi-fidelity Neural Architecture Search with Knowledge Distillation    Ilya Trofimov, Nikita Klyuchnikov, Mikhail Salnikov, Alexander Filippov, Evgeny Burnaev arXiv_CV arXiv_CV  NAS  Knowledge  Pose  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
• 2021-05-07 Contrastive Embeddings for Neural Architectures    Daniel Hesslow, Iacopo Poli arXiv_CV arXiv_CV  NAS  Embedding  Transfer_Learning  Optimization  Contrastive_Learning  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 MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers    Colby Banbury, Chuteng Zhou, Igor Fedorov, Ramon Matas Navarro, Urmish Thakker, Dibakar Gope, Vijay Janapa Reddi, Matthew Mattina, Paul N. Whatmough arXiv_CV arXiv_CV  NAS  Detection  Inference  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
• 2021-03-02 A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions    Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang arXiv_CV arXiv_CV  NAS  Knowledge  Survey  Classification  Deep_Learning  PDF
• 2021-03-01 Boosting Share Routing for Multi-task Learning    Xiaokai Chen, Xiaoguang Gu, Libo Fu arXiv_CV arXiv_CV  NAS  Sparse  Knowledge  Pose  Relation  Recommendation  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
• 2021-02-25 Understanding the wiring evolution in differentiable neural architecture search    Sirui Xie, Shoukang Hu, Xinjiang Wang, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin arXiv_CV arXiv_CV  NAS  Optimization  Pose  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
• 2021-02-22 A Novel Framework for Neural Architecture Search in the Hill Climbing Domain    Mudit Verma, Pradyumna Sinha, Karan Goyal, Apoorva Verma, Seba Susan arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Pose  Deep_Learning  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
• 2021-02-19 Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels    Binxin Ru, Xingchen Wan, Xiaowen Dong, Michael Osborne arXiv_CV arXiv_CV  NAS  Pose  PDF
• 2021-02-17 A Study on Encodings for Neural Architecture Search    Colin White, Willie Neiswanger, Sam Nolen, Yash Savani arXiv_CV arXiv_CV  NAS  PDF
• 2021-02-17 Rethinking Co-design of Neural Architectures and Hardware Accelerators    Yanqi Zhou, Xuanyi Dong, Berkin Akin, Mingxing Tan, Daiyi Peng, Tianjian Meng, Amir Yazdanbakhsh, Da Huang, Ravi Narayanaswami, James Laudon arXiv_CV arXiv_CV  NAS  Optimization  Deep_Learning  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
• 2021-02-12 Neural Architecture Search as Program Transformation Exploration    Jack Turner, Elliot J. Crowley, Michael O'Boyle arXiv_CV arXiv_CV  NAS  Optimization  Inference  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 Evolutionary Neural Architecture Search Supporting Approximate Multipliers    Michal Pinos, Vojtech Mrazek, Lukas Sekanina arXiv_CV arXiv_CV  NAS  Pose  CNN  Inference  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
• 2021-01-26 NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size    Xuanyi Dong, Lu Liu, Katarzyna Musial, Bogdan Gabrys arXiv_CV arXiv_CV  NAS  Pose  Deep_Learning  Attention  PDF
• 2021-01-22 A Comprehensive Survey on Hardware-Aware Neural Architecture Search    Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smail Niar, Martin Wistuba, Naigang Wang arXiv_CV arXiv_CV  NAS  Optimization  Review  Pose  Survey  Classification  Deep_Learning  Detection  Object_Detection  CNN  Image_Classification  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 BRP-NAS: Prediction-based NAS using GCNs    Łukasz Dudziak, Thomas Chau, Mohamed S. Abdelfattah, Royson Lee, Hyeji Kim, Nicholas D. Lane arXiv_CV arXiv_CV  NAS  Pose  Relation  CNN  Prediction  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