DetNAS: Backbone Search for Object Detection

26 March 2019

Papers citing "DetNAS: Backbone Search for Object Detection"

50 / 55 papers shown

Title
Modular Machine Learning: An Indispensable Path towards New-Generation Large Language Models X. Wang Haoyang Li Zeyang Zhang H. Chen Wenwu Zhu LRM 84 0 0 28 Apr 2025
Masked Autoencoders Are Robust Neural Architecture Search Learners Yiming Hu Xiangxiang Chu Bo-Wen Zhang OOD 37 0 0 20 Nov 2023
DynamicDet: A Unified Dynamic Architecture for Object Detection Zhi-Hao Lin Yongtao Wang Jinhe Zhang Xiaojie Chu ObjD 23 30 0 12 Apr 2023
DetOFA: Efficient Training of Once-for-All Networks for Object Detection Using Path Filter Yuiko Sakuma Masato Ishii T. Narihira 28 2 0 23 Mar 2023
Soft Labels for Rapid Satellite Object Detection Matt Ciolino Grant Rosario David A. Noever ObjD 40 0 0 01 Dec 2022
DAMO-YOLO : A Report on Real-Time Object Detection Design Xianzhe Xu Yiqi Jiang Weihua Chen Yi-Li Huang Yuanhang Zhang Xiuyu Sun ObjD 23 160 0 23 Nov 2022
Multi-Objective Evolutionary for Object Detection Mobile Architectures Search Haichao Zhang Jiashi Li Xin Xia K. Hao Xuefeng Xiao 39 2 0 05 Nov 2022
PredNAS: A Universal and Sample Efficient Neural Architecture Search Framework Liuchun Yuan Zehao Huang Naiyan Wang 29 0 0 26 Oct 2022
Searching a High-Performance Feature Extractor for Text Recognition Network Hui Zhang Quanming Yao James T. Kwok X. Bai 28 7 0 27 Sep 2022
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation Zhichao Lu Ran Cheng Shihua Huang Haotong Zhang Changxiao Qiu Fan Yang SSeg 17 22 0 14 Aug 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 15 39 0 25 Apr 2022
EAutoDet: Efficient Architecture Search for Object Detection Xiaoxing Wang Jiale Lin Junchi Yan Juanping Zhao Xiaokang Yang 27 23 0 21 Mar 2022
Towards Less Constrained Macro-Neural Architecture Search Vasco Lopes L. A. Alexandre 28 5 0 10 Mar 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 33 17 0 15 Feb 2022
ASFD: Automatic and Scalable Face Detector Jian Li Bin Zhang Yabiao Wang Ying Tai Feiyue Huang Chengjie Wang Jilin Li Wenjiang Pei Yili Xia CVBM 45 43 0 26 Jan 2022
Neural Architecture Search for Spiking Neural Networks Youngeun Kim Yuhang Li Hyoungseob Park Yeshwanth Venkatesha Priyadarshini Panda 16 88 0 23 Jan 2022
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 25 26 0 16 Dec 2021
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection Zhenhong Sun Ming Lin Xiuyu Sun Zhiyu Tan Hao Li Rong Jin 17 32 0 26 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 27 23 0 19 Nov 2021
Differentiable Convolution Search for Point Cloud Processing Xing Nie Yongcheng Liu Shaohong Chen Jianlong Chang Chunlei Huo Gaofeng Meng Qi Tian Weiming Hu Chunhong Pan 3DPC 37 6 0 29 Aug 2021
CBNet: A Composite Backbone Network Architecture for Object Detection Tingting Liang Xiao Chu Yudong Liu Yongtao Wang Zhi Tang Wei Chu Jingdong Chen Haibin Ling ObjD 13 161 0 01 Jul 2021
GAIA: A Transfer Learning System of Object Detection that Fits Your Needs Xingyuan Bu Junran Peng Junjie Yan T. Tan Zhaoxiang Zhang ObjD VLM 28 53 0 21 Jun 2021
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients Miao Zhang Steven W. Su Shirui Pan Xiaojun Chang Ehsan Abbasnejad Reza Haffari 12 68 0 21 Jun 2021
Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation Zeqi Li R. Jiang P. Aarabi GAN VLM 28 28 0 30 Apr 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search B. Yan Houwen Peng Kan Wu Dong Wang Jianlong Fu Huchuan Lu 33 162 0 29 Apr 2021
Searching Efficient Model-guided Deep Network for Image Denoising Qiang Ning W. Dong Xin Li Jinjian Wu Leida Li Guangming Shi 27 7 0 06 Apr 2021
On Evolving Attention Towards Domain Adaptation Kekai Sheng Ke Li Xiawu Zheng Jian Liang Weiming Dong Feiyue Huang Rongrong Ji Xing Sun 33 7 0 25 Mar 2021
Is it enough to optimize CNN architectures on ImageNet? Lukas Tuggener Jürgen Schmidhuber Thilo Stadelmann 25 23 0 16 Mar 2021
OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection Tingting Liang Yongtao Wang Zhi Tang Guosheng Hu Haibin Ling ObjD 13 50 0 08 Mar 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 45 221 0 27 Jan 2021
AutoCaption: Image Captioning with Neural Architecture Search Xinxin Zhu Weining Wang Longteng Guo Jing Liu 24 9 0 16 Dec 2020
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution Haotian Tang Zhijian Liu Shengyu Zhao Yujun Lin Ji Lin Hanrui Wang Song Han 3DPC 31 630 0 31 Jul 2020
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Shoukang Hu Xurong Xie Shansong Liu Mingyu Cui Mengzhe Geng Xunying Liu H. Meng 19 8 0 17 Jul 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 25 48 0 18 Jun 2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Yuesong Tian Li Shen Li Shen Guinan Su Zhifeng Li Wei Liu GAN 21 32 0 16 Jun 2020
Few-shot Neural Architecture Search Yiyang Zhao Linnan Wang Yuandong Tian Rodrigo Fonseca Tian Guo 20 90 0 11 Jun 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 16 16 0 10 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 48 653 0 01 Jun 2020
Angle-based Search Space Shrinking for Neural Architecture Search Yiming Hu Yuding Liang Zichao Guo Ruosi Wan X. Zhang Yichen Wei Qingyi Gu Jian-jun Sun 24 62 0 28 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 25 12,045 0 23 Apr 2020
Dynamic Region-Aware Convolution Jin Chen Xijun Wang Zichao Guo X. Zhang Jian-jun Sun 11 116 0 27 Mar 2020
GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet Shan You Tao Huang Mingmin Yang Fei-Yue Wang Chao Qian Changshui Zhang 24 143 0 25 Mar 2020
How to Train Your Super-Net: An Analysis of Training Heuristics in Weight-Sharing NAS Kaicheng Yu René Ranftl Mathieu Salzmann 19 34 0 09 Mar 2020
DSNAS: Direct Neural Architecture Search without Parameter Retraining Shou-Yong Hu Sirui Xie Hehui Zheng Chunxiao Liu Jianping Shi Xunying Liu Dahua Lin 13 130 0 21 Feb 2020
Computation Reallocation for Object Detection Feng Liang Chen Lin Ronghao Guo Ming-hui Sun Wei Wu Junjie Yan Wanli Ouyang ObjD 37 35 0 24 Dec 2019
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild Xin Chen Lingxi Xie Jun Wu Qi Tian 11 93 0 23 Dec 2019
Side-Aware Boundary Localization for More Precise Object Detection Jiaqi Wang Wenwei Zhang Yuhang Cao Kai-xiang Chen Jiangmiao Pang Tao Gong Jianping Shi Chen Change Loy Dahua Lin ObjD 26 137 0 09 Dec 2019
Towards Oracle Knowledge Distillation with Neural Architecture Search Minsoo Kang Jonghwan Mun Bohyung Han FedML 28 43 0 29 Nov 2019
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection Lewei Yao Hang Xu Wei Zhang Xiaodan Liang Zhenguo Li 16 79 0 22 Nov 2019
Graph-guided Architecture Search for Real-time Semantic Segmentation Peiwen Lin Peng Sun Guangliang Cheng Sirui Xie Xi Li Jianping Shi GNN 3DPC 16 94 0 15 Sep 2019