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Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

50 / 738 papers shown

Title
Novelty Driven Evolutionary Neural Architecture Search Nilotpal Sinha Kuan-Wen Chen 60 8 0 01 Apr 2022
Neural Architecture Search for Speech Emotion Recognition Xixin Wu Shoukang Hu Zhiyong Wu Xunying Liu Helen Meng 64 15 0 31 Mar 2022
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training? J. Mok Byunggook Na Ji-Hoon Kim Dongyoon Han Sungroh Yoon AAML 96 25 0 28 Mar 2022
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition Haiyang Sun Zheng Lian B. Liu Yong Li Guoying Zhao Cong Cai Jianhua Tao Ming Wang Yuan Cheng 49 7 0 25 Mar 2022
An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development Jin Yang Guangxin Jiang Ying-Fan Huang Ying Chen AI4TS 48 0 0 25 Mar 2022
Learning Where To Look -- Generative NAS is Surprisingly Efficient Jovita Lukasik Steffen Jung Margret Keuper 77 15 0 16 Mar 2022
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond Tiange Xiang Chaoyi Zhang Xinyi Wang Yang Song Dongnan Liu Heng-Chiao Huang Weidong (Tom) Cai MedIm AI4CE SSeg 121 13 0 11 Mar 2022
Towards Less Constrained Macro-Neural Architecture Search Vasco Lopes L. A. Alexandre 91 5 0 10 Mar 2022
Neural Architecture Search using Progressive Evolution Nilotpal Sinha Kuan-Wen Chen 93 6 0 03 Mar 2022
SUTD-PRCM Dataset and Neural Architecture Search Approach for Complex Metasurface Design Tianning Zhang Y. Ang Erping Li C. Kee L. Ang 27 2 0 24 Feb 2022
HDAM: Heuristic Difference Attention Module for Convolutional Neural Networks Yu Xue Zi-Wei Yuan 104 0 0 19 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 66 19 0 15 Feb 2022
Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters Mingbao Lin Liujuan Cao Yuxin Zhang Ling Shao Chia-Wen Lin Rongrong Ji 80 53 0 15 Feb 2022
EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks Javier Poyatos Daniel Molina Aritz D. Martinez Javier Del Ser Francisco Herrera 87 36 0 08 Feb 2022
B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search Hyunghun Cho Jungwook Shin Wonjong Rhee 77 7 0 07 Feb 2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks Byunggook Na J. Mok Seongsik Park Dongjin Lee Hyeokjun Choe Sungroh Yoon 144 67 0 30 Jan 2022
Generalized Global Ranking-Aware Neural Architecture Ranker for Efficient Image Classifier Search Bicheng Guo Tao Chen Shibo He Haoyu Liu Lili Xu Peng Ye Jiming Chen 100 17 0 30 Jan 2022
An Automated Question-Answering Framework Based on Evolution Algorithm Sinan Tan Hui Xue Qiyu Ren Huaping Liu Jing Bai 42 0 0 26 Jan 2022
PaRT: Parallel Learning Towards Robust and Transparent AI Mahsa Paknezhad Hamsawardhini Rengarajan Chenghao Yuan Sujanya Suresh Manas Gupta Savitha Ramasamy Hwee Kuan Lee OOD 71 1 0 24 Jan 2022
NAS-VAD: Neural Architecture Search for Voice Activity Detection Daniel Rho Jinhyeok Park J. Ko 78 6 0 22 Jan 2022
GradMax: Growing Neural Networks using Gradient Information Utku Evci B. V. Merrienboer Thomas Unterthiner Max Vladymyrov Fabian Pedregosa 85 57 0 13 Jan 2022
Multiview Transformers for Video Recognition Shen Yan Xuehan Xiong Anurag Arnab Zhichao Lu Mi Zhang Chen Sun Cordelia Schmid ViT 97 221 0 12 Jan 2022
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019 Zhengying Liu Adrien Pavao Zhen Xu Sergio Escalera Fabio Ferreira ... Peng Wang Chenglin Wu Youcheng Xiong Arber Zela Yang Zhang AAML 79 26 0 11 Jan 2022
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Shou-Yong Hu Xurong Xie Mingyu Cui Jiajun Deng Shansong Liu Jianwei Yu Mengzhe Geng Xunying Liu Helen Meng 99 27 0 08 Jan 2022
Automated Graph Machine Learning: Approaches, Libraries, Benchmarks and Directions Xin Wang Ziwei Zhang Haoyang Li Wenwu Zhu 134 2 0 04 Jan 2022
Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective Lanning Wei Huan Zhao Zhiqiang He AI4CE 81 44 0 29 Dec 2021
Learn Layer-wise Connections in Graph Neural Networks Lanning Wei Huan Zhao Zhiqiang He GNN 32 4 0 27 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 126 27 0 16 Dec 2021
Learning Interpretable Models Through Multi-Objective Neural Architecture Search Zachariah Carmichael Tim Moon S. A. Jacobs AI4CE 62 9 0 16 Dec 2021
Programming Knowledge Tracing: A Comprehensive Dataset and A New Model Renyu Zhu Dongxiang Zhang Chengcheng Han Ming Gao Xuesong Lu Weining Qian Aoying Zhou 95 15 0 11 Dec 2021
Searching Parameterized AP Loss for Object Detection Chenxin Tao Zizhang Li Xizhou Zhu Gao Huang Yong-Jin Liu Jifeng Dai 49 5 0 09 Dec 2021
Manas: Mining Software Repositories to Assist AutoML Giang Nguyen Johir Islam Rangeet Pan Hridesh Rajan 63 15 0 06 Dec 2021
Data-Free Neural Architecture Search via Recursive Label Calibration Zechun Liu Zhiqiang Shen Yun Long Eric P. Xing Kwang-Ting Cheng Chas Leichner 43 7 0 03 Dec 2021
Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search Jay P. Gala P. Xie 111 1 0 01 Dec 2021
EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs Guohao Ying Xin He Bin-Bin Gao Bo Han Xiaowen Chu 63 16 0 30 Nov 2021
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 ViT 137 24 0 19 Nov 2021
Triple-level Model Inferred Collaborative Network Architecture for Video Deraining Pan Mu Zhu Liu Yaohua Liu Risheng Liu Xin-Yue Fan 112 21 0 08 Nov 2021
AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family Roy Henha Eyono Fabio Maria Carlucci P. Esperança Binxin Ru Phillip Torr 66 3 0 05 Nov 2021
Guided Evolution for Neural Architecture Search Vasco Lopes Miguel Santos Bruno Degardin Luís A. Alexandre 66 9 0 28 Oct 2021
ConAM: Confidence Attention Module for Convolutional Neural Networks Yu Xue Ziming Yuan Ferrante Neri 54 1 0 27 Oct 2021
Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition Siyang Song Zilong Shao S. Jaiswal Linlin Shen Michel Valstar Hatice Gunes 108 8 0 26 Oct 2021
Towards a Robust Differentiable Architecture Search under Label Noise Christian Simon Piotr Koniusz L. Petersson Yan Han Mehrtash Harandi NoLa AAML OOD 41 4 0 23 Oct 2021
GCCN: Global Context Convolutional Network Ali Hamdi Flora D. Salim D. Kim 73 1 0 22 Oct 2021
Signature-Graph Networks Ali Hamdi Flora D. Salim D. Kim Xiaojun Chang 53 1 0 22 Oct 2021
Evolving Transferable Neural Pruning Functions Yuchen Liu S. Kung D. Wentzlaff 57 1 0 21 Oct 2021
NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters Yoichi Hirose Nozomu Yoshinari Shinichi Shirakawa 63 13 0 19 Oct 2021
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy Anda Cheng Jiaxing Wang Xi Sheryl Zhang Qiang Chen Peisong Wang Jian Cheng 83 29 0 16 Oct 2021
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo Francesco Sarno Suryansh Kumar Berk Kaya Zhiwu Huang V. Ferrari Luc Van Gool 68 8 0 11 Oct 2021
SuperShaper: Task-Agnostic Super Pre-training of BERT Models with Variable Hidden Dimensions Vinod Ganesan Gowtham Ramesh Pratyush Kumar 63 9 0 10 Oct 2021
An Analysis of Super-Net Heuristics in Weight-Sharing NAS Kaicheng Yu René Ranftl Mathieu Salzmann 75 6 0 04 Oct 2021