@inproceedings{bb152100, AUTHOR = "Lukasik, J. and Friede, D. and Stuckenschmidt, H. and Keuper, M.", TITLE = "Neural Architecture Performance Prediction Using Graph Neural Networks", BOOKTITLE = GCPR20, YEAR = "2020", PAGES = "188-201", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148033"} @article{bb152101, AUTHOR = "Wang, N. and Gao, Y. and Chen, H. and Wang, P. and Tian, Z. and Shen, C.H. and Zhang, Y.N.", TITLE = "NAS-FCOS: Efficient Search for Object Detection Architectures", JOURNAL = IJCV, VOLUME = "129", YEAR = "2021", NUMBER = "12", MONTH = "December", PAGES = "3299-3312", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148034"} @inproceedings{bb152102, AUTHOR = "Wang, N. and Gao, Y. and Chen, H. and Wang, P. and Tian, Z. and Shen, C.H. and Zhang, Y.N.", TITLE = "NAS-FCOS: Fast Neural Architecture Search for Object Detection", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "11940-11948", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148035"} @article{bb152103, AUTHOR = "Dong, X.Y. and Liu, L. and Musial, K. and Gabrys, B.", TITLE = "NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "3634-3646", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148036"} @article{bb152104, AUTHOR = "Hu, Y.F. and Belkhir, N. and Angulo, J. and Yao, A. and Franchi, G.", TITLE = "Learning deep morphological networks with neural architecture search", JOURNAL = PR, VOLUME = "131", YEAR = "2022", PAGES = "108893", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148037"} @article{bb152105, AUTHOR = "Liu, J.Y. and Wu, Y.H. and Wu, G.Y. and Liu, R.S. and Fan, X.", TITLE = "Learn to Search a Lightweight Architecture for Target-Aware Infrared and Visible Image Fusion", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "1614-1618", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148038"} @article{bb152106, AUTHOR = "Wang, L. and Xie, S. and Li, T. and Fonseca, R. and Tian, Y.D.", TITLE = "Sample-Efficient Neural Architecture Search by Learning Actions for Monte Carlo Tree Search", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "5503-5515", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148039"} @article{bb152107, AUTHOR = "Wang, Y. and Li, Y.S. and Chen, W. and Li, Y.Z. and Dang, B.", TITLE = "DNAS: Decoupling Neural Architecture Search for High-Resolution Remote Sensing Image Semantic Segmentation", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "16", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148040"} @article{bb152108, AUTHOR = "Tong, L.Y. and Du, B.", TITLE = "Neural architecture search via reference point based multi-objective evolutionary algorithm", JOURNAL = PR, VOLUME = "132", YEAR = "2022", PAGES = "108962", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148041"} @article{bb152109, AUTHOR = "Shen, H. and Zhao, Z.Q. and Liao, W.R. and Tian, W.D. and Huang, D.S.", TITLE = "Joint operation and attention block search for lightweight image restoration", JOURNAL = PR, VOLUME = "132", YEAR = "2022", PAGES = "108909", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148042"} @article{bb152110, AUTHOR = "Yu, K.C. and Ranftl, R. and Salzmann, M.", TITLE = "An Analysis of Super-Net Heuristics in Weight-Sharing NAS", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "11", MONTH = "November", PAGES = "8110-8124", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148043"} @inproceedings{bb152111, AUTHOR = "Yu, K.C. and Ranftl, R. and Salzmann, M.", TITLE = "Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "13718-13727", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148044"} @article{bb152112, AUTHOR = "Liu, Z.J. and Tang, H.T. and Zhao, S.Y. and Shao, K. and Han, S.", TITLE = "PVNAS: 3D Neural Architecture Search With Point-Voxel Convolution", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "11", MONTH = "November", PAGES = "8552-8568", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148045"} @inproceedings{bb152113, AUTHOR = "Tang, H.T. and Liu, Z.J. and Zhao, S.Y. and Lin, Y.J. and Lin, J. and Wang, H.R. and Han, S.", TITLE = "Searching Efficient 3d Architectures with Sparse Point-voxel Convolution", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVIII:685-702", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148046"} @article{bb152114, AUTHOR = "Gudzius, P. and Kurasova, O. and Darulis, V. and Filatovas, E.", TITLE = "AutoML-Based Neural Architecture Search for Object Recognition in Satellite Imagery", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148047"} @article{bb152115, AUTHOR = "Zhang, Y.Q. and Yao, Q.M. and Kwok, J.T.", TITLE = "Bilinear Scoring Function Search for Knowledge Graph Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "2", MONTH = "February", PAGES = "1458-1473", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148048"} @article{bb152116, AUTHOR = "Fu, S. and Chu, H. and Yu, L. and Peng, B. and Li, Z. and Tan, W.M. and Hu, H.J.", TITLE = "AuxBranch: Binarization residual-aware network design via auxiliary branch search", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109263", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148049"} @article{bb152117, AUTHOR = "Li, W. and Gong, S.G. and Zhu, X.T.", TITLE = "Neural operator search", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109215", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148050"} @article{bb152118, AUTHOR = "Zheng, X. and Yang, C.Y. and Zhang, S. and Wang, Y. and Zhang, B.C. and Wu, Y.J. and Wu, Y.S. and Shao, L. and Ji, R.R.", TITLE = "DDPNAS: Efficient Neural Architecture Search via Dynamic Distribution Pruning", JOURNAL = IJCV, VOLUME = "131", YEAR = "2023", NUMBER = "5", MONTH = "May", PAGES = "1234-1249", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148051"} @article{bb152119, AUTHOR = "Ao, L. and Feng, K.Y. and Sheng, K. and Zhao, H.Y. and He, X. and Chen, Z.G.", TITLE = "TPENAS: A Two-Phase Evolutionary Neural Architecture Search for Remote Sensing Image Classification", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "8", PAGES = "2212", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148052"} @article{bb152120, AUTHOR = "Li, Y.X. and Dong, M.J. and Wang, Y.H. and Xu, C.", TITLE = "Neural Architecture Search via Proxy Validation", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "6", MONTH = "June", PAGES = "7595-7610", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148053"} @article{bb152121, AUTHOR = "Su, X. and You, S. and Xie, J. and Wang, F. and Qian, C. and Zhang, C.S. and Xu, C.", TITLE = "Searching for Network Width With Bilaterally Coupled Network", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "7", MONTH = "July", PAGES = "8936-8953", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148054"} @inproceedings{bb152122, AUTHOR = "Su, X. and You, S. and Wang, F. and Qian, C. and Zhang, C.S. and Xu, C.", TITLE = "BCNet: Searching for Network Width with Bilaterally Coupled Network", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "2175-2184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148055"} @article{bb152123, AUTHOR = "Mohan, R. and Elsken, T. and Zela, A. and Metzen, J.H. and Staffler, B. and Brox, T. and Valada, A. and Hutter, F.", TITLE = "Neural Architecture Search for Dense Prediction Tasks in Computer Vision", JOURNAL = IJCV, VOLUME = "131", YEAR = "2023", NUMBER = "7", MONTH = "July", PAGES = "1784-1807", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148056"} @inproceedings{bb152124, AUTHOR = "Kang, X.T. and Li, P. and Yao, J.Y. and Li, C.X.", TITLE = "Neural Network Panning: Screening the Optimal Sparse Network Before Training", BOOKTITLE = ACCV22, YEAR = "2022", PAGES = "I:602-617", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148057"} @article{bb152125, AUTHOR = "Dou, Z.W. and Ye, D. and Wang, B.", TITLE = "AutoSegEdge: Searching for the edge device real-time semantic segmentation based on multi-task learning", JOURNAL = IVC, VOLUME = "136", YEAR = "2023", PAGES = "104719", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148058"} @article{bb152126, AUTHOR = "Xu, P. and Wang, K. and Hassan, M.M. and Chen, C.M. and Lin, W.G. and Hassan, M.R. and Fortino, G.", TITLE = "Adversarial Robustness in Graph-Based Neural Architecture Search for Edge AI Transportation Systems", JOURNAL = ITS, VOLUME = "24", YEAR = "2023", NUMBER = "8", MONTH = "August", PAGES = "8465-8474", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148059"} @article{bb152127, AUTHOR = "Wang, R.Q. and Yang, L.L. and Chen, H.L. and Wang, W. and Doermann, D. and Zhang, B.C.", TITLE = "Anti-Bandit for Neural Architecture Search", JOURNAL = IJCV, VOLUME = "131", YEAR = "2023", NUMBER = "10", MONTH = "October", PAGES = "2682-2698", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148060"} @inproceedings{bb152128, AUTHOR = "Chen, H.L. and Zhang, B.C. and Xue, S. and Gong, X. and Liu, H. and Ji, R.R. and Doermann, D.", TITLE = "Anti-Bandit Neural Architecture Search for Model Defense", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIII:70-85", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148061"} @article{bb152129, AUTHOR = "Chen, Z.H. and Qiu, G. and Li, P. and Zhu, L. and Yang, X.K. and Sheng, B.", TITLE = "MNGNAS: Distilling Adaptive Combination of Multiple Searched Networks for One-Shot Neural Architecture Search", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "11", MONTH = "November", PAGES = "13489-13508", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148062"} @article{bb152130, AUTHOR = "Wang, X.X. and Lian, Z. and Lin, J. and Xue, C. and Yan, J.C.", TITLE = "DIY Your EasyNAS for Vision: Convolution Operation Merging, Map Channel Reducing, and Search Space to Supernet Conversion Tooling", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "11", MONTH = "November", PAGES = "13974-13990", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148063"} @inproceedings{bb152131, AUTHOR = "Wang, X.X. and Lin, J. and Zhao, J.P. and Yang, X.K. and Yan, J.C.", TITLE = "EAutoDet: Efficient Architecture Search for Object Detection", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XX:668-684", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148064"} @article{bb152132, AUTHOR = "Li, Y.J. and Xu, S. and Cao, X.B. and Zhuo, L. and Zhang, B.C. and Wang, T. and Guo, G.D.", TITLE = "DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs", JOURNAL = IJCV, VOLUME = "131", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "2793-2815", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148065"} @article{bb152133, AUTHOR = "Qian, X.X. and Liu, F. and Jiao, L.C. and Zhang, X.R. and Huang, X.Y. and Li, S. and Chen, P. and Liu, X.", TITLE = "Knowledge transfer evolutionary search for lightweight neural architecture with dynamic inference", JOURNAL = PR, VOLUME = "143", YEAR = "2023", PAGES = "109790", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148066"} @article{bb152134, AUTHOR = "Ma, B. and Zhang, J. and Xia, Y. and Tao, D.C.", TITLE = "Inter-layer transition in neural architecture search", JOURNAL = PR, VOLUME = "143", YEAR = "2023", PAGES = "109697", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148067"} @inproceedings{bb152135, AUTHOR = "Liu, A. and Tang, S.Y. and Liang, S.Y. and Gong, R.H. and Wu, B.X. and Liu, X.L. and Tao, D.C.", TITLE = "Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "4096-4107", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148068"} @article{bb152136, AUTHOR = "Xie, B.Q. and Yang, Z.M. and Yang, L. and Luo, R. and Lu, J. and Wei, A. and Weng, X.X. and Li, B.", TITLE = "ANAS: Asymptotic NAS for large-scale proxyless search and multi-task transfer learning", JOURNAL = PR, VOLUME = "144", YEAR = "2023", PAGES = "109821", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148069"} @article{bb152137, AUTHOR = "Poyser, M. and Breckon, T.P.", TITLE = "Neural architecture search: A contemporary literature review for computer vision applications", JOURNAL = PR, VOLUME = "147", YEAR = "2024", PAGES = "110052", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148070"} @article{bb152138, AUTHOR = "Chen, W.Y. and Gong, X.Y. and Wu, J. and Wei, Y.C. and Shi, H. and Yan, Z.C. and Yang, Y. and Wang, Z.Y.", TITLE = "Understanding and Accelerating Neural Architecture Search With Training-Free and Theory-Grounded Metrics", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "2", MONTH = "February", PAGES = "749-763", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148071"} @inproceedings{bb152139, AUTHOR = "Gong, X.Y. and Chang, S.Y. and Jiang, Y.F. and Wang, Z.Y.", TITLE = "AutoGAN: Neural Architecture Search for Generative Adversarial Networks", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "3223-3233", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148072"} @article{bb152140, AUTHOR = "Wang, G.R. and Li, C.L. and Yuan, L.C. and Peng, J.F. and Xian, X.Y. and Liang, X.D. and Chang, X.J. and Lin, L.", TITLE = "DNA Family: Boosting Weight-Sharing NAS With Block-Wise Supervisions", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "5", MONTH = "May", PAGES = "2722-2740", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148073"} @article{bb152141, AUTHOR = "Liao, Y.G. and Li, J.Q. and Wei, S.W. and Xiao, X.M.", TITLE = "Evolutionary Search via channel attention based parameter inheritance and stochastic uniform sampled training", JOURNAL = CVIU, VOLUME = "243", YEAR = "2024", PAGES = "104000", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148074"} @article{bb152142, AUTHOR = "Guo, B.C. and Xu, L. and Chen, T. and Ye, P. and He, S. and Liu, H.Y. and Chen, J.M.", TITLE = "Latency-Aware Neural Architecture Performance Predictor With Query-to-Tier Technique", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "7", MONTH = "July", PAGES = "5868-5883", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148075"} @article{bb152143, AUTHOR = "Ho, J.C. and Park, K. and Kang, D.K.", TITLE = "GLNAS: Greedy Layer-wise Network Architecture Search for low cost and fast network generation", JOURNAL = PR, VOLUME = "155", YEAR = "2024", PAGES = "110730", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148076"} @article{bb152144, AUTHOR = "Lin, C.H. and Chen, T.Y. and Chen, H.Y. and Chan, Y.K.", TITLE = "Efficient and lightweight convolutional neural network architecture search methods for object classification", JOURNAL = PR, VOLUME = "156", YEAR = "2024", PAGES = "110752", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148077"} @article{bb152145, AUTHOR = "Ma, B.T. and Zhang, J. and Xia, Y. and Tao, D.C.", TITLE = "VNAS: Variational Neural Architecture Search", JOURNAL = IJCV, VOLUME = "132", YEAR = "2024", NUMBER = "1", MONTH = "January", PAGES = "3689-3713", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148078"} @article{bb152146, AUTHOR = "Zhou, Q.Q. and Sheng, K. and Zheng, X. and Li, K. and Tian, Y.H. and Chen, J. and Ji, R.R.", TITLE = "Training-Free Transformer Architecture Search With Zero-Cost Proxy Guided Evolution", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "10", MONTH = "October", PAGES = "6525-6541", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148079"} @article{bb152147, AUTHOR = "Wang, A. and Zhang, K. and Wu, H.B. and Dai, S.Y. and Iwahori, Y. and Yu, X.Y.", TITLE = "Noise-Disruption-Inspired Neural Architecture Search with Spatial-Spectral Attention for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "17", PAGES = "3123", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148080"} @article{bb152148, AUTHOR = "Artaud, C. and De Silva, V. and Pina, R. and Shi, X.", TITLE = "Generating neural architectures from parameter spaces for multi-agent reinforcement learning", JOURNAL = PRL, VOLUME = "185", YEAR = "2024", PAGES = "272-278", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148081"} @article{bb152149, AUTHOR = "Turner, J. and Crowley, E.J. and O'Boyle, M.F.P.", TITLE = "Neural Architecture Search as Program Transformation Exploration", JOURNAL = CACM, VOLUME = "67", YEAR = "2024", NUMBER = "10", MONTH = "October", PAGES = "92-100", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148082"} @article{bb152150, AUTHOR = "Chen, Y.F. and Guo, Y. and Liao, D.H. and Lv, F.B. and Song, H.J. and Kwok, J.T.Y. and Tan, M.K.", TITLE = "Automated Dominative Subspace Mining for Efficient Neural Architecture Search", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "10", MONTH = "October", PAGES = "9281-9297", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148083"} @inproceedings{bb152151, AUTHOR = "Chen, Y.F. and Guo, Y. and Chen, Q. and Li, M.L. and Zeng, W. and Wang, Y.W. and Tan, M.K.", TITLE = "Contrastive Neural Architecture Search with Neural Architecture Comparators", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "9497-9506", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148084"} @article{bb152152, AUTHOR = "Li, G.H. and Hoang, D. and Bhardwaj, K. and Lin, M. and Wang, Z.Y. and Marculescu, R.", TITLE = "Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "12", MONTH = "December", PAGES = "7618-7635", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148085"} @article{bb152153, AUTHOR = "Yang, J. and Liu, Y. and Wang, W. and Wu, H.R. and Chen, Z.Y. and Ma, X.", TITLE = "PATNAS: A Path-Based Training-Free Neural Architecture Search", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "3", MONTH = "March", PAGES = "1484-1500", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148086"} @article{bb152154, AUTHOR = "Tang, Y. and Liu, M. and Li, B. and Wang, Y.N. and Ouyang, W.L.", TITLE = "NAS-PED: Neural Architecture Search for Pedestrian Detection", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "3", MONTH = "March", PAGES = "1800-1817", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148087"} @article{bb152155, AUTHOR = "Tu, C.J. and Ye, P. and Lin, W.H. and Ye, H.C. and Yu, C. and Chen, T. and Li, B. and Ouyang, W.L.", TITLE = "Efficient Architecture Search via Bi-Level Data Pruning", JOURNAL = CirSysVideo, VOLUME = "35", YEAR = "2025", NUMBER = "2", MONTH = "February", PAGES = "1265-1275", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148088"} @article{bb152156, AUTHOR = "Fu, P. and Liang, X.Y. and Qian, Y.H. and Guo, Q. and Zhang, Y. and Huang, Q. and Tang, K.", TITLE = "Multi-Scale Features Are Effective for Multi-Modal Classification: An Architecture Search Viewpoint", JOURNAL = CirSysVideo, VOLUME = "35", YEAR = "2025", NUMBER = "2", MONTH = "February", PAGES = "1070-1083", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148089"} @article{bb152157, AUTHOR = "Dong, M.J. and Li, Y.X. and Wang, Y.H. and Xu, C.", TITLE = "Adversarially Robust Neural Architectures", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "5", MONTH = "May", PAGES = "4183-4197", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148090"} @article{bb152158, AUTHOR = "Sun, J.L. and Yao, W. and Jiang, T. and Li, C. and Chen, X.Q.", TITLE = "A^3D: A Platform of Searching for Robust Neural Architectures and Efficient Adversarial Attacks", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "5", MONTH = "May", PAGES = "3975-3991", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148091"} @article{bb152159, AUTHOR = "Aung, A.P.P. and Wang, X. and Wang, R. and Chan, H. and An, B. and Li, X.L. and Senthilnath, J.", TITLE = "Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models", JOURNAL = IP, VOLUME = "34", YEAR = "2025", PAGES = "2463-2472", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148092"} @article{bb152160, AUTHOR = "Lu, X.T. and Dong, W.S. and Fang, Z. and Lin, J. and Li, X. and Shi, G.M.", TITLE = "Growing-before-pruning: A progressive neural architecture search strategy via group sparsity and deterministic annealing", JOURNAL = PR, VOLUME = "166", YEAR = "2025", PAGES = "111697", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148093"} @article{bb152161, AUTHOR = "Huang, J.H. and Xue, B. and Sun, Y. and Zhang, M.J. and Yen, G.G.", TITLE = "Automated design of neural networks with multi-scale convolutions via multi-path weight sampling", JOURNAL = PR, VOLUME = "165", YEAR = "2025", PAGES = "111605", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148094"} @article{bb152162, AUTHOR = "Wang, A. and Liu, X.Y. and Zhang, K. and Lv, H.R. and Wu, H.B. and Chen, X. and Yao, M.", TITLE = "Neural Architecture Search for Hyperspectral Image Classification: A Comprehensive Review and Future Perspectives", JOURNAL = RS, VOLUME = "17", YEAR = "2025", NUMBER = "15", PAGES = "2727", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148095"} @article{bb152163, AUTHOR = "Zhong, Z.W. and Liu, X.M. and Jiang, J.J. and Zhao, D.B. and Wang, S.Q.", TITLE = "Dual-Level Cross-Modality Neural Architecture Search for Guided Image Super-Resolution", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "9", MONTH = "September", PAGES = "8249-8267", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148096"} @inproceedings{bb152164, AUTHOR = "Jeon, J. and Oh, Y. and Lee, J. and Baek, D. and Kim, D. and Eom, C. and Ham, B.", TITLE = "Subnet-Aware Dynamic Supernet Training for Neural Architecture Search", BOOKTITLE = CVPR25, YEAR = "2025", PAGES = "30137-30146", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148097"} @inproceedings{bb152165, AUTHOR = "Tybl, O. and Neumann, L.", TITLE = "Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights", BOOKTITLE = CVPR25, YEAR = "2025", PAGES = "14881-14890", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148098"} @inproceedings{bb152166, AUTHOR = "Casarin, S. and Escalera, S. and Lanz, O.", TITLE = "L-SWAG: Layer-Sample Wise Activation with Gradients information for Zero-Shot NAS on Vision Transformers", BOOKTITLE = CVPR25, YEAR = "2025", PAGES = "4441-4451", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148099"} @inproceedings{bb152167, AUTHOR = "Yang, Z. and Zeng, W. and Jin, S. and Qian, C. and Luo, P. and Liu, W.T.", TITLE = "NADER: Neural Architecture Design via Multi-Agent Collaboration", BOOKTITLE = CVPR25, YEAR = "2025", PAGES = "4452-4461", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148100"} @inproceedings{bb152168, AUTHOR = "Yin, L.X. and Tao, W. and Zhao, D. and Ito, T. and Osa, K. and Kato, M. and Chen, T.W.", TITLE = "Unet--: Memory-efficient and Feature-enhanced Network Architecture Based on U-net with Reduced Skip-connections", BOOKTITLE = ACCV24, YEAR = "2024", PAGES = "VII: 185-201", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148101"} @inproceedings{bb152169, AUTHOR = "Sun, H. and Li, L. and Dong, P. and Wei, Z. and Shao, S.T.", TITLE = "Auto-das: Automated Proxy Discovery for Training-free Distillation-aware Architecture Search", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "V: 56-73", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148102"} @inproceedings{bb152170, AUTHOR = "Zhou, F.Q. and Kilickaya, M. and Vanschoren, J. and Piao, R.", TITLE = "Hytas: A Hyperspectral Image Transformer Architecture Search Benchmark and Analysis", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "XXXII: 236-252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148103"} @inproceedings{bb152171, AUTHOR = "Li, L. and Sun, H. and Li, S. and Dong, P. and Luo, W.H. and Xue, W. and Liu, Q.F. and Guo, Y.", TITLE = "Auto-GAS: Automated Proxy Discovery for Training-free Generative Architecture Search", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "V: 38-55", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148104"} @inproceedings{bb152172, AUTHOR = "Khare, A. and Agrawal, A. and Annavajjala, A. and Behnam, P. and Lee, M.J. and Latapie, H. and Tumanov, A.", TITLE = "Superfednas: Cost-efficient Federated Neural Architecture Search for On-device Inference", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXXIX: 161-179", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148105"} @inproceedings{bb152173, AUTHOR = "Keles, O. and Tekalp, A.M.", TITLE = "Paon: A New Neuron Model Using Padé Approximants", BOOKTITLE = ICIP24, YEAR = "2024", PAGES = "207-213", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148106"} @inproceedings{bb152174, AUTHOR = "Zhang, Y.M. and Hsieh, J.W. and Chang, Y.H. and Li, X. and Chang, M.C. and Lee, C.C. and Fan, K.C.", TITLE = "Set-Nas: Sample-Efficient Training for Neural Architecture Search With Strong Predictor and Stratified Sampling", BOOKTITLE = ICIP24, YEAR = "2024", PAGES = "680-686", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148107"} @inproceedings{bb152175, AUTHOR = "Zhang, T. and Li, S.Y. and Cheng, H.P. and Yan, F. and Li, H. and Chen, Y.R.", TITLE = "CSCO: Connectivity Search of Convolutional Operators", BOOKTITLE = NAS24, YEAR = "2024", PAGES = "1685-1694", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148108"} @inproceedings{bb152176, AUTHOR = "Jiang, J.T. and Wen, Z.Y. and Mansoor, A. and Mian, A.", TITLE = "Efficient Hyperparameter Optimization with Adaptive Fidelity Identification", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "26181-26190", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148109"} @inproceedings{bb152177, AUTHOR = "Lee, J. and Ham, B.", TITLE = "AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "5893-5903", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148110"} @inproceedings{bb152178, AUTHOR = "Li, Z.G. and Kang, Y. and Liu, Y.C. and Liu, D. and Hinz, T. and Liu, F. and Wang, Y.Z.", TITLE = "SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "8661-8670", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148111"} @inproceedings{bb152179, AUTHOR = "Broni Bediako, C. and Xia, J. and Yokoya, N.", TITLE = "Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping", BOOKTITLE = EarthVision24, YEAR = "2024", PAGES = "543-553", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148112"} @inproceedings{bb152180, AUTHOR = "Geada, R. and Towers, D. and Forshaw, M. and Atapour Abarghouei, A. and McGough, A.S.", TITLE = "Insights from the Use of Previously Unseen Neural Architecture Search Datasets", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "22541-22550", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148113"} @inproceedings{bb152181, AUTHOR = "Hwang, D. and Kim, H. and Kim, S. and Shin, K.", TITLE = "FlowerFormer: Empowering Neural Architecture Encoding Using a Flow-Aware Graph Transformer", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "6128-6137", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148114"} @inproceedings{bb152182, AUTHOR = "Ou, Y.W. and Feng, Y.Q. and Sun, Y.", TITLE = "Towards Accurate and Robust Architectures via Neural Architecture Search", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "5967-5976", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148115"} @inproceedings{bb152183, AUTHOR = "Mills, K.G. and Han, F.X. and Salameh, M. and Lu, S.Y. and Zhou, C.H. and He, J. and Sun, F.Y. and Niu, D.", TITLE = "Building Optimal Neural Architectures Using Interpretable Knowledge", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "5726-5735", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148116"} @inproceedings{bb152184, AUTHOR = "Zhang, B. and Wang, X.X. and Qin, X.H. and Yan, J.C.", TITLE = "Boosting Order-Preserving and Transferability for Neural Architecture Search: A Joint Architecture Refined Search and Fine-Tuning Approach", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "5662-5671", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148117"} @inproceedings{bb152185, AUTHOR = "Gao, T.X. and Guo, L. and Zhao, S.W. and Xu, P.H. and Yang, Y.K. and Liu, X.H. and Wang, S.H. and Zhu, S. and Zhou, D.J.", TITLE = "QuantNAS: Quantization-aware Neural Architecture Search For Efficient Deployment On Mobile Device", BOOKTITLE = NAS24, YEAR = "2024", PAGES = "1704-1713", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148118"} @inproceedings{bb152186, AUTHOR = "Huang, Y.C. and Li, W.H. and Tsou, C.H. and Chen, J.C. and Chen, C.S.", TITLE = "UP-NAS: Unified Proxy for Neural Architecture Search", BOOKTITLE = NAS24, YEAR = "2024", PAGES = "1675-1684", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148119"} @inproceedings{bb152187, AUTHOR = "Pham, C. and Teterwak, P. and Nelson, S. and Plummer, B.A.", TITLE = "MixtureGrowth: Growing Neural Networks by Recombining Learned Parameters", BOOKTITLE = WACV24, YEAR = "2024", PAGES = "2788-2797", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148120"} @inproceedings{bb152188, AUTHOR = "Teterwak, P. and Nelson, S. and Dryden, N. and Bashkirova, D. and Saenko, K. and Plummer, B.A.", TITLE = "Learning to Compose SuperWeights for Neural Parameter Allocation Search", BOOKTITLE = WACV24, YEAR = "2024", PAGES = "2739-2748", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148121"} @inproceedings{bb152189, AUTHOR = "Sinha, N. and Rostami, P. and El Rahman Shabayek, A. and Kacem, A. and Aouada, D.", TITLE = "Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity", BOOKTITLE = ECV24, YEAR = "2024", PAGES = "8032-8039", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148122"} @inproceedings{bb152190, AUTHOR = "Sinha, N. and El Rahman Shabayek, A. and Kacem, A. and Rostami, P. and Shneider, C. and Aouada, D.", TITLE = "Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric", BOOKTITLE = WACV24, YEAR = "2024", PAGES = "2616-2625", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148123"} @inproceedings{bb152191, AUTHOR = "Chang, C.C. and Sung, Y.Y. and Yu, S.X. and Huang, N.C. and Marculescu, D. and Wu, K.C.A.", TITLE = "FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer", BOOKTITLE = WACV24, YEAR = "2024", PAGES = "2470-2479", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148124"} @inproceedings{bb152192, AUTHOR = "Yoshihama, Y. and Yadani, K. and Isobe, S.", TITLE = "Hardware-Aware Zero-Shot Neural Architecture Search", BOOKTITLE = MVA23, YEAR = "2023", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148125"} @inproceedings{bb152193, AUTHOR = "Wang, X.D. and Zhang, L.L. and Xu, J.H. and Zhang, Q.L. and Wang, Y.J. and Yang, Y.Q. and Zheng, N.X. and Cao, T. and Yang, M.", TITLE = "SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "5796-5805", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148126"} @inproceedings{bb152194, AUTHOR = "Chu, X.X. and Lu, S. and Li, X.D. and Zhang, B.", TITLE = "MixPath: A Unified Approach for One-shot Neural Architecture Search", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "5949-5958", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148127"} @inproceedings{bb152195, AUTHOR = "Li, Y.H. and Li, J.J. and Hao, C. and Li, P. and Xiong, J.J. and Chen, D.", TITLE = "Extensible and Efficient Proxy for Neural Architecture Search", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "6176-6187", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148128"} @inproceedings{bb152196, AUTHOR = "Priyadarshi, S. and Jiang, T.Y. and Cheng, H.P. and Krishna, S. and Ganapathy, V. and Patel, C.", TITLE = "DONNAv2: Lightweight Neural Architecture Search for Vision tasks", BOOKTITLE = REDLCV23, YEAR = "2023", PAGES = "1376-1384", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148129"} @inproceedings{bb152197, AUTHOR = "Zhang, M.Y. and Yu, X.Y. and Zhao, H.D. and Ou, L.L.", TITLE = "ShiftNAS: Improving One-shot NAS via Probability Shift", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "5896-5905", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148130"} @inproceedings{bb152198, AUTHOR = "Wang, X.X. and Chu, X.X. and Fan, Y. and Zhang, Z. and Zhang, B. and Yang, X.K. and Yan, J.C.", TITLE = "ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "5916-5926", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148131"} @inproceedings{bb152199, AUTHOR = "Addad, Y. and Lechervy, A. and Jurie, F.", TITLE = "Multi-Exit Resource-Efficient Neural Architecture for Image Classification with Optimized Fusion Block", BOOKTITLE = REDLCV23, YEAR = "2023", PAGES = "1478-1483", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern649nas1.html#TT148132"}