Learning Transferable Architectures for Scalable Image Recognition

21 July 2017

Papers citing "Learning Transferable Architectures for Scalable Image Recognition"

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Title
Dynamical Isometry based Rigorous Fair Neural Architecture Search Jianxiang Luo Junyi Hu Tianji Pang Weihao Huang Chuan-Hsi Liu 21 0 0 05 Jul 2023
Q-YOLO: Efficient Inference for Real-time Object Detection Mingze Wang H. Sun Jun Shi Xuhui Liu Baochang Zhang Xianbin Cao ObjD 42 8 0 01 Jul 2023
Balanced Mixture of SuperNets for Learning the CNN Pooling Architecture Mehraveh Javan Matthew Toews M. Pedersoli 31 1 0 21 Jun 2023
Searching for the Fakes: Efficient Neural Architecture Search for General Face Forgery Detection Xiao Jin Xinwen Mu Jing Xu CVBM 18 0 0 15 Jun 2023
Robustifying DARTS by Eliminating Information Bypass Leakage via Explicit Sparse Regularization Jiuling Zhang Zhiming Ding AAML 27 3 0 12 Jun 2023
Rethink DARTS Search Space and Renovate a New Benchmark Jiuling Zhang Zhiming Ding 35 1 0 12 Jun 2023
Auto-Spikformer: Spikformer Architecture Search Kaiwei Che Zhaokun Zhou Zhengyu Ma Wei Fang Yanqing Chen Shuaijie Shen Liuliang Yuan Yonghong Tian 29 4 0 01 Jun 2023
CVSNet: A Computer Implementation for Central Visual System of The Brain Ruimin Gao Hao-Li Zou Zhekai Duan 31 3 0 31 May 2023
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining Zhiying Jiang Risheng Liu Shuzhou Yang Zengxi Zhang Xin-Yue Fan 27 4 0 29 May 2023
A Transfer Learning and Explainable Solution to Detect mpox from Smartphones images M. Campana Marco Colussi Franca Delmastro S. Mascetti Elena Pagani 20 10 0 29 May 2023
Deep Learning based Fingerprint Presentation Attack Detection: A Comprehensive Survey Hailin Li Raghavendra Ramachandra AAML 35 6 0 27 May 2023
Survey of Automatic Plankton Image Recognition: Challenges, Existing Solutions and Future Perspectives T. Eerola Daniel Batrakhanov Nastaran Vatankhah Barazandeh K. Kraft Lumi Haraguchi L. Lensu S. Suikkanen Jukka Seppälä T. Tamminen Heikki Kälviäinen 28 11 0 19 May 2023
ALT: An Automatic System for Long Tail Scenario Modeling Ya-Lin Zhang Jun Zhou Yankun Ren Yue Zhang Xinxing Yang Meng Li Qitao Shi Longfei Li 25 0 0 19 May 2023
Deep Ensembling for Perceptual Image Quality Assessment Nisar Ahmed H. M. Asif A. R. Bhatti Atif Khan 21 9 0 16 May 2023
GeNAS: Neural Architecture Search with Better Generalization Joonhyun Jeong Joonsang Yu Geondo Park Dongyoon Han Y. Yoo 30 4 0 15 May 2023
High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling Y. Yin Yu Wang Gang Xu 32 4 0 04 May 2023
Oil Spill Segmentation using Deep Encoder-Decoder models Abhishek Ramanathapura Satyanarayana Maruf A. Dhali 30 2 0 02 May 2023
File Fragment Classification using Light-Weight Convolutional Neural Networks Mustafa Ghaleb K. Saaim Muhamad Felemban S. Al-Saleh Ahmad S. Al-Mulhem 28 1 0 01 May 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence Y. Fu Yuecheng Li Chenghui Li Jason M. Saragih Peizhao Zhang Xiaoliang Dai Yingyan Lin 3DH 46 2 0 24 Apr 2023
Experts' cognition-driven safe noisy labels learning for precise segmentation of residual tumor in breast cancer Yongquan Yang Jie Chen Yani Wei Mohammad H. Alobaidi Hong Bu NoLa 45 1 0 13 Apr 2023
Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning Wenjin Wang Yunqing Hu Qianglong Chen Yin Zhang CLL 40 13 0 11 Apr 2023
Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting Syed Talal Wasim Muzammal Naseer Salman Khan Fahad Shahbaz Khan M. Shah VLM VPVLM 39 74 0 06 Apr 2023
Robust Neural Architecture Search Xunyu Zhu Jian Li Yong-Jin Liu Weiping Wang AAML 26 2 0 06 Apr 2023
Effective black box adversarial attack with handcrafted kernels P. Dvorácek P. Hurtík Petra Stevuliáková AAML 30 0 0 24 Mar 2023
Efficient Neural Architecture Search for Emotion Recognition Monu Verma Murari Mandal Satish Kumar Reddy Yashwanth Reddy Meedimale Santosh Kumar Vipparthi CVBM 27 9 0 23 Mar 2023
Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models Aashka Trivedi Takuma Udagawa Michele Merler Yikang Shen Yousef El-Kurdi Bishwaranjan Bhattacharjee 35 7 0 16 Mar 2023
Feature representations useful for predicting image memorability Takumi Harada Hiroyuki Sakai 27 1 0 14 Mar 2023
Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions Kaiqi Zhao Animesh Jain Ming Zhao 26 10 0 14 Mar 2023
Comparing PSDNet, pretrained networks, and traditional feature extraction for predicting the particle size distribution of granular materials from photographs javad Manashti Franccois Duhaime Matthew Toews Pouyan Pirnia Jn Kinsonn Telcy 3DPC 23 0 0 07 Mar 2023
Fine-Grained ImageNet Classification in the Wild Maria Lymperaiou Konstantinos Thomas Giorgos Stamou VLM 36 1 0 04 Mar 2023
Dropout Reduces Underfitting Zhuang Liu Zhi-Qin John Xu Joseph Jin Zhiqiang Shen Trevor Darrell 45 36 0 02 Mar 2023
FTSO: Effective NAS via First Topology Second Operator Likang Wang Lei Chen 27 9 0 28 Feb 2023
Full Stack Optimization of Transformer Inference: a Survey Sehoon Kim Coleman Hooper Thanakul Wattanawong Minwoo Kang Ruohan Yan ... Qijing Huang Kurt Keutzer Michael W. Mahoney Y. Shao A. Gholami MQ 36 101 0 27 Feb 2023
Dermatological Diagnosis Explainability Benchmark for Convolutional Neural Networks Raluca Jalaboi Ole Winther A. Galimzianova FAtt 22 1 0 23 Feb 2023
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search Guangliang Cheng Peng Sun Ting-Bing Xu Shuchang Lyu Peiwen Lin 31 1 0 16 Feb 2023
XploreNAS: Explore Adversarially Robust & Hardware-efficient Neural Architectures for Non-ideal Xbars Abhiroop Bhattacharjee Abhishek Moitra Priyadarshini Panda AAML 23 1 0 15 Feb 2023
How to Use Dropout Correctly on Residual Networks with Batch Normalization Bum Jun Kim Hyeyeon Choi Hyeonah Jang Donggeon Lee Sang Woo Kim 22 7 0 13 Feb 2023
Operation-level Progressive Differentiable Architecture Search Xunyu Zhu Jian Li Yong Liu Weiping Wang 32 6 0 11 Feb 2023
Toward Extremely Lightweight Distracted Driver Recognition With Distillation-Based Neural Architecture Search and Knowledge Transfer Dichao Liu T. Yamasaki Yu Wang K. Mase Jien Kato 28 27 0 09 Feb 2023
SoK: A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification Gorka Abad Jing Xu Stefanos Koffas Behrad Tajalli S. Picek Mauro Conti AAML 65 5 0 03 Feb 2023
Confidence-Aware Calibration and Scoring Functions for Curriculum Learning Shuang Ao Stefan Rueger Advaith Siddharthan UQCV 34 0 0 29 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 42 2 0 26 Jan 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients Guihong Li Yuedong Yang Kartikeya Bhardwaj R. Marculescu 36 61 0 26 Jan 2023
Semantic Segmentation Enhanced Transformer Model for Human Attention Prediction Shuo Zhang ViT 31 0 0 26 Jan 2023
Out of Distribution Performance of State of Art Vision Model Salman Rahman W. Lee 45 2 0 25 Jan 2023
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge Matteo Risso Alessio Burrello Francesco Conti Lorenzo Lamberti Yukai Chen Luca Benini Enrico Macii M. Poncino Daniele Jahier Pagliari 30 33 0 24 Jan 2023
$β$ -DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search Peng Ye Tong He Baopu Li Tao Chen Lei Bai Wanli Ouyang OOD 46 7 0 16 Jan 2023
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset Yiping Jiao Jeroen van der Laak Shadi Albarqouni Zhang Li T. Tan ... S. Khurram Thomas P. Watson Nasir M. Rajpoot M. Veta F. Ciompi 26 8 0 16 Jan 2023
Maximally Compact and Separated Features with Regular Polytope Networks F. Pernici Matteo Bruni C. Baecchi A. Bimbo 26 19 0 15 Jan 2023
Efficient Evaluation Methods for Neural Architecture Search: A Survey Xiangning Xie Xiaotian Song Zeqiong Lv Gary G. Yen Weiping Ding Yizhou Sun 36 12 0 14 Jan 2023