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CASIA OpenIR

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Effective Model Compression via Stage-wise Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 937-951
作者:  Ming-Yang Zhang;  Xin-Yi Yu;  Lin-Lin Ou
Adobe PDF(2394Kb)  |  收藏  |  浏览/下载：3/0  |  提交时间：2024/04/23
Automated machine learning (AutoML), channel pruning, model compression, distillation, convolutional neural networks (CNN)  
Pruning-aware Sparse Regularization for Network Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
作者:  Nan-Fei Jiang
Adobe PDF(1665Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/04/23
Deep learning  convolutional neural network (CNN)  model compression and acceleration  network pruning  regularization  
Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411
作者:  Yang Wu;  Ding-Heng Wang;  Xiao-Tong Lu;  Fan Yang;  Man Yao;  Wei-Sheng Dong;  Jian-Bo Shi;  Guo-Qi Li
Adobe PDF(6780Kb)  |  收藏  |  浏览/下载：5/0  |  提交时间：2024/04/23
Visual recognition  deep neural networks (DNNS)  brain-inspired methodologies  network compression  dynamic inference  survey  
ImFusion: Boosting Two-Stage 3D Object Detection via Image Candidates 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2024, 卷号: 31, 页码: 241-245
作者:  Tao, Manli;  Zhao, Chaoyang;  Wang, Jinqiao;  Tang, Ming
收藏  |  浏览/下载：10/0  |  提交时间：2024/03/26
Three-dimensional displays  Proposals  Object detection  Feature extraction  Point cloud compression  Aggregates  Sun  3D object detection  image candidates  pseudo 3D proposal  target missing  
ABCP: Automatic Blockwise and Channelwise Network Pruning via Joint Search 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1560-1573
作者:  Li, Jiaqi;  Li, Haoran;  Chen, Yaran;  Ding, Zixiang;  Li, Nannan;  Ma, Mingjun;  Duan, Zicheng;  Zhao, Dongbin
收藏  |  浏览/下载：87/0  |  提交时间：2023/12/21
Joint search  model compression  pruning  reinforcement learning  
Multi-sensor Fusion and Cooperative Perception for Autonomous Driving A Review 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2023, 页码: 23
作者:  Xiang, Chao;  Feng, Chen;  Xie, Xiaopo;  Shi, Botian;  Lu, Hao;  Lv, Yisheng;  Yang, Mingchuan;  Niu, Zhendong
收藏  |  浏览/下载：70/0  |  提交时间：2023/11/17
Point cloud compression  Laser radar  Classification algorithms  Sensors  Taxonomy  Sensor fusion  Three-dimensional displays  
PSAQ-ViT V2: Toward Accurate and General Data-Free Quantization for Vision Transformers 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 12
作者:  Li, Zhikai;  Chen, Mengjuan;  Xiao, Junrui;  Gu, Qingyi
收藏  |  浏览/下载：46/0  |  提交时间：2023/11/17
Data-free quantization  model compression  patch similarity  quantized vision transformers (ViTs)  
Hierarchical Estimation-Based LiDAR Odometry With Scan-to-Map Matching and Fixed-Lag Smoothing 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 2, 页码: 1607-1623
作者:  Liang, Shuang;  Cao, Zhiqiang;  Wang, Chengpeng;  Yu, Junzhi
收藏  |  浏览/下载：28/0  |  提交时间：2023/11/17
Feature extraction  Laser radar  Smoothing methods  Pose estimation  Point cloud compression  Real-time systems  Three-dimensional displays  LiDAR odometry  hierarchical estimation  scan-to-map matching  fixed-lag smoothing  
IAN: Instance-Augmented Net for 3D Instance Segmentation 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 卷号: 8, 期号: 7, 页码: 4354-4361
作者:  Wan, Zihao;  Hu, Jianhua;  Zhang, Haojian;  Wang, Yunkuan
收藏  |  浏览/下载：60/0  |  提交时间：2023/11/17
Three-dimensional displays  Feature extraction  Point cloud compression  Solid modeling  Semantics  Noise measurement  Aggregates  Deep learning for visual perception  RGB-D perception  data sets for robotic vision  
Learning-Based Slip Detection for Dexterous Manipulation Using GelStereo Sensing 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 10
作者:  Cui, Shaowei;  Wang, Shuo;  Wang, Rui;  Zhang, Shaolin;  Zhang, Chaofan
收藏  |  浏览/下载：84/0  |  提交时间：2023/11/17
Sensors  Task analysis  Three-dimensional displays  Point cloud compression  Feature extraction  Adaptive control  Grasping  Dexterous manipulation  slip detection  slip feedback control  tactile sensing