Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

50 / 737 papers shown

Title
Robust NAS under adversarial training: benchmark, theory, and beyond Yongtao Wu Fanghui Liu Carl-Johann Simon-Gabriel Grigorios G. Chrysos V. Cevher AAML OOD 35 3 0 19 Mar 2024
Boosting Order-Preserving and Transferability for Neural Architecture Search: a Joint Architecture Refined Search and Fine-tuning Approach Beichen Zhang Xiaoxing Wang Xiaohan Qin Junchi Yan 40 4 0 18 Mar 2024
Random Search as a Baseline for Sparse Neural Network Architecture Search Rezsa Farahani 36 0 0 13 Mar 2024
Multiple Population Alternate Evolution Neural Architecture Search Juan Zou Han Chu Yizhang Xia Junwen Xu Yuan Liu Zhanglu Hou 43 0 0 11 Mar 2024
Multi-conditioned Graph Diffusion for Neural Architecture Search Rohan Asthana Joschua Conrad Youssef Dawoud M. Ortmanns Vasileios Belagiannis GNN AI4CE 39 5 0 09 Mar 2024
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS Yameng Peng Andy Song Haytham M. Fayek Victor Ciesielski Xiaojun Chang 37 4 0 07 Mar 2024
G-EvoNAS: Evolutionary Neural Architecture Search Based on Network Growth Juan Zou Weiwei Jiang Yizhang Xia Yuan Liu Zhanglu Hou 31 0 0 05 Mar 2024
MGE: A Training-Free and Efficient Model Generation and Enhancement Scheme Xuan Wang Zeshan Pang Yuliang Lu Xuehu Yan 38 0 0 27 Feb 2024
MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment Hongtao Huang Xiaojun Chang Wen Hu Lina Yao 32 0 0 21 Feb 2024
A Unified Gaussian Process for Branching and Nested Hyperparameter Optimization Jiazhao Zhang Ying Hung Chung-Ching Lin Zicheng Liu 23 0 0 19 Jan 2024
A Novel Paradigm for Neural Computation: X-Net with Learnable Neurons and Adaptable Structure Yanjie Li Weijun Li Lina Yu Min Wu Jinyi Liu ... Xin Ning Yugui Zhang Baoli Lu Jian Xu Shuang Li 28 0 0 03 Jan 2024
DREAM: Debugging and Repairing AutoML Pipelines Xiaoyu Zhang Juan Zhai Shiqing Ma Chao Shen 31 1 0 31 Dec 2023
IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance Hongyi He Longjun Liu Haonan Zhang Nanning Zheng 30 8 0 19 Dec 2023
Optimizing Neural Networks with Gradient Lexicase Selection Lijie Ding Lee Spector 44 20 0 19 Dec 2023
Optimizing Convolutional Neural Network Architecture Luis Balderas Miguel Lastra José M. Benítez CVBM 23 5 0 17 Dec 2023
Optimizing Dense Feed-Forward Neural Networks Luis Balderas Miguel Lastra José M. Benítez 19 5 0 16 Dec 2023
Auto-CsiNet: Scenario-customized Automatic Neural Network Architecture Generation for Massive MIMO CSI Feedback Xiangyi Li Jiajia Guo Chao-Kai Wen Shi Jin 18 2 0 27 Nov 2023
SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape Hua Zheng Kuang-Hung Liu Igor Fedorov Xin Zhang Wen-Yen Chen Wei Wen 48 1 0 22 Nov 2023
AutoML for Large Capacity Modeling of Meta's Ranking Systems Hang Yin Kuang-Hung Liu Mengying Sun Yuxin Chen Buyun Zhang ... Huayu Li Zhengxing Chen Wen-Yen Chen Jiyan Yang Wei Wen OffRL 29 2 0 14 Nov 2023
Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge Distillation Li Ding M. Zoghi Guy Tennenholtz Maryam Karimzadehgan 26 0 0 29 Oct 2023
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network Fuyuan Lyu Xing Tang Dugang Liu Chen Ma Weihong Luo Liang Chen Xiuqiang He Xue Liu 21 2 0 23 Oct 2023
Towards Enhancing Relational Rules for Knowledge Graph Link Prediction Shuhan Wu Huaiyu Wan Wei Chen Yuting Wu Junfeng Shen Youfang Lin AI4CE NAI 37 5 0 20 Oct 2023
GEVO-ML: Optimizing Machine Learning Code with Evolutionary Computation Jhe-Yu Liou Stephanie Forrest Carole-Jean Wu VLM 21 0 0 16 Oct 2023
TS-ENAS:Two-Stage Evolution for Cell-based Network Architecture Search Juan Zou Shenghong Wu Yizhang Xia Weiwei Jiang Zeping Wu Jinhua Zheng 3DV 26 0 0 14 Oct 2023
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices Luca Bompani Matteo Risso Beatrice Alessandra Motetti Enrico Macii Luca Benini Daniele Jahier Pagliari 29 8 0 11 Oct 2023
Entropic Score metric: Decoupling Topology and Size in Training-free NAS Niccolò Cavagnero Luc Robbiano Francesca Pistilli Barbara Caputo Giuseppe Averta 28 3 0 06 Oct 2023
AutoSynth: Learning to Generate 3D Training Data for Object Point Cloud Registration Zheng Dang Mathieu Salzmann 3DPC 27 1 0 20 Sep 2023
Brain-inspired Evolutionary Architectures for Spiking Neural Networks Wenxuan Pan Feifei Zhao Zhuoya Zhao Yi Zeng 52 3 0 11 Sep 2023
Unleashing the Power of Graph Learning through LLM-based Autonomous Agents Lanning Wei Zhiqiang He Huan Zhao Quanming Yao LLMAG 40 8 0 08 Sep 2023
InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning S. N. Sridhar Souvik Kundu Sairam Sundaresan Maciej Szankin Anthony Sarah 32 3 0 29 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 38 20 0 27 Aug 2023
GrowCLIP: Data-aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-training Xi Deng Han Shi Runhu Huang Changlin Li Hang Xu Jianhua Han James T. Kwok Shen Zhao Wei Zhang Xiaodan Liang CLIP VLM 29 3 0 22 Aug 2023
FedPop: Federated Population-based Hyperparameter Tuning Haokun Chen Denis Krompass Jindong Gu Volker Tresp FedML 38 0 0 16 Aug 2023
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification Navid Malekghaini Elham Akbari M. A. Salahuddin Noura Limam R. Boutaba B. Mathieu S. Moteau Stéphanie Tuffin 27 4 0 04 Aug 2023
A Survey on Multi-Objective Neural Architecture Search Seyed Mahdi Shariatzadeh M. Fathy R. Berangi M. Shahverdy 33 1 0 18 Jul 2023
Long-range Meta-path Search on Large-scale Heterogeneous Graphs Chao Li Zijie Guo Qiuting He Hao Xu Kun He 33 2 0 17 Jul 2023
Search-time Efficient Device Constraints-Aware Neural Architecture Search Oshin Dutta Tanu Kanvar Sumeet Agarwal 36 3 0 10 Jul 2023
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search Bhavna Gopal Arjun Sridhar Tunhou Zhang Yiran Chen 20 3 0 06 Jul 2023
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
Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities Guihong Li Duc-Tuong Hoang Kartikeya Bhardwaj Ming Lin Zhangyang Wang R. Marculescu 46 11 0 05 Jul 2023
Balanced Mixture of SuperNets for Learning the CNN Pooling Architecture Mehraveh Javan Matthew Toews M. Pedersoli 33 1 0 21 Jun 2023
Neural Architecture Design and Robustness: A Dataset Steffen Jung Jovita Lukasik M. Keuper OOD AAML 46 19 0 11 Jun 2023
Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations Hyeonjeong Ha Minseon Kim Sung Ju Hwang OOD AAML 34 5 0 08 Jun 2023
Continuous Cartesian Genetic Programming based representation for Multi-Objective Neural Architecture Search Cosijopii Garcia-Garcia A. Morales-Reyes Hugo Jair Escalante 6 4 0 05 Jun 2023
Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets Hayeon Lee Sohyun An Minseon Kim Sung Ju Hwang OOD 23 5 0 26 May 2023
FSD: Fully-Specialized Detector via Neural Architecture Search Zhe Huang Yudian Li ObjD 19 1 0 26 May 2023
A Survey on Multi-Objective based Parameter Optimization for Deep Learning Mrittika Chakraborty Wreetbhas Pal S. Bandyopadhyay U. Maulik 20 4 0 17 May 2023
Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning Systems Yeshwanth Venkatesha Youngeun Kim Hyoungseob Park Priyadarshini Panda FedML 21 4 0 11 May 2023
GPT-NAS: Evolutionary Neural Architecture Search with the Generative Pre-Trained Model Caiyang Yu Xianggen Liu Wentao Feng Yun Liu Wentao Feng Deng Xiong Chenwei Tang Jiancheng Lv 29 1 0 09 May 2023
RATs-NAS: Redirection of Adjacent Trails on GCN for Neural Architecture Search Yumeng Zhang J. Hsieh Chun-Chieh Lee Kuo-Chin Fan 39 0 0 07 May 2023