Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

50 / 737 papers shown

Title
Evolution under Length Constraints for CNN Architecture design Ousmane Youme J. Dembele E. C. Ezin C. Cambier 3DV 36 1 0 05 May 2023
HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search Di Wang Bo Du Lefei Zhang Dacheng Tao 29 2 0 23 Apr 2023
Can GPT-4 Perform Neural Architecture Search? Mingkai Zheng Xiu Su Shan You Fei Wang Chao Qian Chang Xu Samuel Albanie ELM 46 59 0 21 Apr 2023
Is it conceivable that neurogenesis, neural Darwinism, and species evolution could all serve as inspiration for the creation of evolutionary deep neural networks? Mohammed Al-Rawi AI4CE 3DV 14 0 0 06 Apr 2023
OFA $^2$ : A Multi-Objective Perspective for the Once-for-All Neural Architecture Search Rafael C. Ito F. J. Zuben 10 1 0 23 Mar 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices Chen Tang Li Zhang Huiqiang Jiang Jiahang Xu Ting Cao Quanlu Zhang Yuqing Yang Zhi Wang Mao Yang 28 11 0 17 Mar 2023
Bayesian Quadrature for Neural Ensemble Search Saad Hamid Xingchen Wan Martin Jørgensen Binxin Ru Michael A. Osborne BDL UQCV 36 1 0 15 Mar 2023
AutoTransfer: AutoML with Knowledge Transfer -- An Application to Graph Neural Networks Kaidi Cao Jiaxuan You Jiaju Liu J. Leskovec 62 4 0 14 Mar 2023
Dynamic Neural Network for Multi-Task Learning Searching across Diverse Network Topologies Wonhyeok Choi Sunghoon Im 8 7 0 13 Mar 2023
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs Elia Cereda Luca Crupi Matteo Risso Luca Bompani Luca Benini Alessandro Giusti Daniele Jahier Pagliari Daniele Palossi 32 4 0 03 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A survey Yang He Lingao Xiao 3DPC 30 122 0 01 Mar 2023
OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System Chao Xue Wen Liu Shunxing Xie Zhenfang Wang Jiaxing Li ... Shi-Yong Chen Yibing Zhan Jing Zhang Chaoyue Wang Dacheng Tao 52 2 0 01 Mar 2023
EvoPrompting: Language Models for Code-Level Neural Architecture Search Angelica Chen David Dohan David R. So VLM LRM 31 84 0 28 Feb 2023
A Surrogate-Assisted Highly Cooperative Coevolutionary Algorithm for Hyperparameter Optimization in Deep Convolutional Neural Network An Chen Zhigang Ren Muyi Wang Hui Chen Haoxi Leng Shuai Liu 28 2 0 25 Feb 2023
Video Action Recognition Collaborative Learning with Dynamics via PSO-ConvNet Transformer N. H. Phong B. Ribeiro 29 15 0 17 Feb 2023
Unified Functional Hashing in Automatic Machine Learning Ryan Gillard S. Jonany Yingjie Miao Michael Munn Connal de Souza Jonathan Dungay Chen Liang David R. So Quoc V. Le Esteban Real 26 2 0 10 Feb 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients Guihong Li Yuedong Yang Kartikeya Bhardwaj R. Marculescu 38 61 0 26 Jan 2023
Rewarded meta-pruning: Meta Learning with Rewards for Channel Pruning Athul Shibu Abhishek Kumar Heechul Jung Dong-Gyu Lee 17 1 0 26 Jan 2023
NASCTY: Neuroevolution to Attack Side-channel Leakages Yielding Convolutional Neural Networks Fiske Schijlen Lichao Wu L. Mariot AAML 21 3 0 25 Jan 2023
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge Matteo Risso Luca Bompani Francesco Conti Lorenzo Lamberti Yukai Chen Luca Benini Enrico Macii M. Poncino Daniele Jahier Pagliari 30 33 0 24 Jan 2023
GP-NAS-ensemble: a model for NAS Performance Prediction Kunlong Chen Liu Yang Yitian Chen Kunjin Chen Yidan Xu Lujun Li 27 13 0 23 Jan 2023
Neural Architecture Search: Insights from 1000 Papers Colin White Mahmoud Safari R. Sukthanker Binxin Ru T. Elsken Arber Zela Debadeepta Dey Frank Hutter 3DV AI4CE 36 130 0 20 Jan 2023
RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation Utkarsh Nath Yancheng Wang Yingzhen Yang AAML 34 2 0 19 Jan 2023
Efficient Evaluation Methods for Neural Architecture Search: A Survey Xiangning Xie Xiaotian Song Zeqiong Lv Gary G. Yen Weiping Ding Yizhou Sun 38 12 0 14 Jan 2023
Differentiable Search of Accurate and Robust Architectures Yuwei Ou Xiangning Xie Shan Gao Yanan Sun Kay Chen Tan Jiancheng Lv OOD AAML 36 1 0 28 Dec 2022
DAS: Neural Architecture Search via Distinguishing Activation Score Yuqiao Liu Haipeng Li Yanan Sun Shuaicheng Liu 36 1 0 23 Dec 2022
Quant 4.0: Engineering Quantitative Investment with Automated, Explainable and Knowledge-driven Artificial Intelligence Jian Guo Saizhuo Wang L. Ni H. Shum AIFin 24 8 0 13 Dec 2022
An Efficient Evolutionary Deep Learning Framework Based on Multi-source Transfer Learning to Evolve Deep Convolutional Neural Networks Bin Wang Bing Xue Mengjie Zhang 18 0 0 07 Dec 2022
Can Evolutionary Clustering Have Theoretical Guarantees? Chao Qian 32 3 0 04 Dec 2022
A Self-adaptive Neuroevolution Approach to Constructing Deep Neural Network Architectures Across Different Types Zhenhao Shuai Hongbo Liu Zhaolin Wan Wei-jie Yu Jinchao Zhang 21 3 0 27 Nov 2022
MEESO: A Multi-objective End-to-End Self-Optimized Approach for Automatically Building Deep Learning Models Thanh-Phuong Pham 17 0 0 20 Nov 2022
$α$ DARTS Once More: Enhancing Differentiable Architecture Search by Masked Image Modeling Bicheng Guo Shuxuan Guo Miaojing Shi Peng Cheng Shibo He Jiming Chen Kaicheng Yu 24 2 0 18 Nov 2022
NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators Aditya Manglik Minesh Patel Haiyu Mao Behzad Salami Jisung Park Lois Orosa O. Mutlu 20 1 0 10 Nov 2022
RUBICON: A Framework for Designing Efficient Deep Learning-Based Genomic Basecallers Gagandeep Singh M. Alser K. Denolf Can Firtina Alireza Khodamoradi Meryem Banu Cavlak Henk Corporaal O. Mutlu 46 12 0 06 Nov 2022
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars Simon Schrodi Daniel Stoll Binxin Ru R. Sukthanker Thomas Brox Frank Hutter 48 4 0 03 Nov 2022
Multilingual Speech Emotion Recognition With Multi-Gating Mechanism and Neural Architecture Search Zihan Wang Qianyu Meng HaiFeng Lan Xinrui Zhang Kehao Guo Akshat Gupta 27 3 0 31 Oct 2022
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search Xin Qiu Risto Miikkulainen 36 2 0 25 Oct 2022
Deep Model Reassembly Xingyi Yang Zhou Daquan Songhua Liu Jingwen Ye Xinchao Wang MoMe 20 120 0 24 Oct 2022
Efficient Automatic Machine Learning via Design Graphs Shirley Wu Jiaxuan You J. Leskovec Rex Ying GNN 19 1 0 21 Oct 2022
$Λ$ -DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells Sajad Movahedi Melika Adabinejad Ayyoob Imani Arezou Keshavarz Mostafa Dehghani A. Shakery Babak N. Araabi 34 18 0 14 Oct 2022
Convolutional Neural Networks: Basic Concepts and Applications in Manufacturing Shengli Jiang Shiyi Qin J. Pulsipher Victor M. Zavala AAML 17 5 0 14 Oct 2022
Parameter-Free Average Attention Improves Convolutional Neural Network Performance (Almost) Free of Charge Nils Körber 23 12 0 14 Oct 2022
Pareto-aware Neural Architecture Generation for Diverse Computational Budgets Yong Guo Yaofo Chen Yin Zheng Qi Chen P. Zhao Jian Chen Junzhou Huang Mingkui Tan 30 5 0 14 Oct 2022
Equivariance-aware Architectural Optimization of Neural Networks Kaitlin Maile Dennis G. Wilson Patrick Forré AI4CE 52 9 0 11 Oct 2022
LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds Chenxi Liu Zhaoqi Leng Peigen Sun Shuyang Cheng C. Qi Yin Zhou Mingxing Tan Drago Anguelov 3DPC 3DV 37 5 0 10 Oct 2022
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic Segmentation Yi-Chun Wang J. Hsieh Ming-Ching Chang 29 1 0 03 Oct 2022
IMB-NAS: Neural Architecture Search for Imbalanced Datasets Rahul Duggal ShengYun Peng Hao Zhou Duen Horng Chau 8 2 0 30 Sep 2022
Towards Regression-Free Neural Networks for Diverse Compute Platforms Rahul Duggal Hao Zhou Shuo Yang Jun Fang Yuanjun Xiong Wei Xia UQCV 36 1 0 27 Sep 2022
Neural Network Panning: Screening the Optimal Sparse Network Before Training Xiatao Kang P. Li Jiayi Yao Chengxi Li VLM 23 1 0 27 Sep 2022
Patching Weak Convolutional Neural Network Models through Modularization and Composition Binhang Qi Hailong Sun Xiang Gao Hongyu Zhang 19 10 0 11 Sep 2022