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1602 result(s) for “Deep Learning Methods” Page 2 of 33
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Physics-Informed Machine Learning for Efficient Sim-To-Real Data Augmentation in Micro-Object Pose Estimation AI summary
Tan Zongcai, Lan Wei, Dandan Zhang
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Switch: Learning Agile Skills Switching for Humanoid Robots AI summary
Yuen-Fui Lau, Qihan Zhao, Yinhuai WANG, Runyi Yu, Hok Wai Tsui, Qifeng Chen, Ping Tan
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MS-CRL: Multi-Scale Global Path Planning with Progressive Curriculum Reinforcement Learning AI summary
Nan Zhou, Xuqing Hu, Yixin Zhou, Rui Zhu, Fan Zhou, Ye Li, Guangqiang Yin
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X-Nav: Learning End-To-End Cross-Embodiment Navigation for Mobile Robots AI summary
Haitong Wang, Aaron Hao Tan, Angus Fung, Goldie Nejat
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Robust Bayesian Scene Reconstruction with Retrieval-Augmented Priors for Precise Grasping and Planning AI summary
Herbert Wright, Weiming Zhi, Martin Matak, Matthew Johnson-Roberson, Tucker Hermans
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Enhancing Robustness of Locomotion Policy for Quadrupedal Robot with Deep Disturbance Observer AI summary
Fikih Muhamad, Anak Agung Krisna Ananda Kusuma, Jae-Han Park, Jung Su Kim
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Precedence-Aware Multi-UAV Task Allocation with an Attention-Based Reinforcement Learning Framework AI summary
Xurui Liu
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Temporal Transfer Learning for Traffic Optimization with Coarse-Grained Advisory Autonomy AI summary
Jung-Hoon Cho, Sirui Li, Jeongyun Kim, Cathy Wu
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Enhancing Reusability of Learned Skills for Robot Manipulation Via Gaze Information and Motion Bottlenecks AI summary
Ryo Takizawa, Izumi Karino, Koki Nakagawa, Yoshiyuki Ohmura, Yasuo Kuniyoshi
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Have We Mastered Scale in Deep Monocular Visual SLAM? the ScaleMaster Dataset and Benchmark AI summary
Hyoseok Ju, Bokeon Suh, Giseop Kim
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Learning Flexible Job Shop Scheduling under Limited Buffers and Material Kitting Constraints AI summary
Shishun Zhang, Juzhan Xu, Yidan Fan, Chenyang Zhu, Ruizhen Hu, YONGJUN WANG, Kai Xu
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Have We Scene It All? Scene Graph-Aware Deep Point Cloud Compression AI summary
Nikolaos Stathoulopoulos, Christoforos Kanellakis, George Nikolakopoulos
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Neural Operators for Design-Space Surrogate Modeling of Tendon-Actuated Continuum Robots AI summary
Branden Frieden, James Ferguson, Alan Kuntz, Varun Shankar
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Agile and Controllable Omnidirectional Fast-Start Maneuvers of Robotic Fish Via Bio-Inspired Reinforcement Learning AI summary
Xu Huang, Xiaozhu Lin, Xiaopei Liu, Yang Wang
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SDPRLayers: Certifiable Backpropagation through Polynomial Optimization Problems in Robotics AI summary
Connor Holmes, Frederike Dümbgen, Timothy Barfoot
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Edged USLAM: Edge-Aware Event-Based SLAM with Learning-Based Depth Priors AI summary
Şebnem Sarıözkan, HÃ1⁄4rkan Şahin, Olaya Álvarez-TuñÃ3n, Erdal Kayacan
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Simulation-Augmented Hysteresis Compensation in Continuum Surgical Robots Via Residual Learning AI summary
Haolin Jiang, Thiusius R. Savarimuthu, Di Wu
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ManeuverNet: A Soft Actor-Critic Framework for Precise Maneuvering of Double-Ackermann-Steering Robots with Optimized Reward Functions AI summary
Kohio Deflesselle, Mélodie DANIEL, Aly Magassouba, Miguel Aranda, Olivier Ly
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Semantic Hierarchy-Guided Adversarial Attack for Autonomous Driving AI summary
Gwangbin Kim, SeungJun Kim
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Angle-I2P: Angle-Consistent-Aware Hierarchical Attention for Cross-Modality Outlier Rejection AI summary
Muyao Peng, Shun Zou, Pei An, You Yang, Qiong Liu
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ST-DiffPlanner: A Safety-Enhanced Topology-Aware Diffusion Planner for Global Path Planning AI summary
Jiaquan Yan, Fang Zhao, Huiyu Yuan, Yushi Chen, Long Wang, Dan Luo, Haiyong Luo
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Learning-Based Safety-Aware Task Scheduling for Efficient Human-Robot Collaboration AI summary
Marco Faroni, Alessio Spanò, Andrea Maria Zanchettin, Paolo Rocco
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BFMPF-Net: Bidirectional Frequency-Domain Modulation Progressive Fusion Network for Road Crack Segmentation AI summary
Wen Yang, Yingying Zheng, Hang Sun, Chao Liang, Lei Fang
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Goal-Oriented Control Strategies for Soft Growing Robots AI summary
Wentao Huang, Pengchun Li, Ziyi Zhang, Zuankai Wang, Dekai Zhou, Longqiu Li
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A Policy Model Based Efficient and Accurate Scene Recognition Method for Service Robot AI summary
Shaopeng Liu, Guanzhong Zhou, Chao Huang
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How to Relieve Distribution Shifts in Semantic Segmentation for Off-Road Environments AI summary
Ji-Hoon Hwang, Daeyoung Kim, Hyung-Suk Yoon, Dong-Wook Kim, Seung-Woo Seo
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Learning Traversability Cost Maps with Decomposed Uncertainties Via Continuous-State MEDIRL AI summary
Gwanhyeong Song, Dongjae Lee, Ayoung Kim
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GraspClutter6D: A Large-Scale Real-World Dataset for Robust Perception and Grasping in Cluttered Scenes AI summary
Seunghyeok Back, Joosoon Lee, Kangmin Kim, Heeseon Rho, Geonhyup Lee, Raeyoung Kang, Sangbeom Lee, Sangjun Noh, Youngjin Lee, Taeyeop Lee, Kyoobin Lee
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Structured Diversity Control: A Dual-Level Framework for Group-Aware Multi-Agent Coordination AI summary
Shuocun Yang, Huawen Hu, Xuan Liu, Yincheng Yao, Enze Shi, Shu Zhang
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Learning-Based Torque Estimation for Harmonic Drive Actuators AI summary
Chun-Hung Huang, Chun Wei Chen, Chao-Chieh Lan
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SonarSweep: Fusing Sonar and Vision for Robust 3D Reconstruction Via Plane Sweeping AI summary
Lingpeng Chen, Jiakun Tang, Pui Yi Chui, Junfeng Wu, Ziyang Hong
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Learning-Based Joint Control with Hierarchical Reinforcement Learning and On-Device Execution AI summary
Satoshi Yagi, Jun Morimoto
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CLEVER: Stream-Based Active Learning for Robust Semantic Perception from Human Instructions AI summary
Jongseok Lee, Timo Birr, Rudolph Triebel, Tamim Asfour
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DreamFlow: Local Navigation Beyond Observation Via Conditional Flow Matching in the Latent Space AI summary
Jiwon Park, Dongkyu Lee, I Made Aswin Nahrendra, Jaeyoung Lim, Hyun Myung
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FW-NKF: Frequency-Weighted Neural Kalman Filters AI summary
Adnan Harun Dogan, Berken Utku Demirel, Christian Holz
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TOPO-Bench: An Open-Source Topological Mapping Evaluation Framework with Quantifiable Perceptual Aliasing AI summary
Jiaming Wang, Jizhuo Chen, Diwen Liu, Jiaxuan Da, Jiamo Hu, Zhiwei Xue, Linh Kästner, Harold Soh
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Failure-Aware RL: Reliable Offline-To-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation AI summary
improving task performance.
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Diff-VIO: A Diffusion Model-Based Pose Optimizer for Visual Inertial Odometry AI summary
Wenyuan Qin, Xiangxi Kong, Sizhuo Zhang, Hao XU, Xiwang Dong
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A Champion-Level Vision-Based Reinforcement Learning Agent for Competitive Racing in Gran Turismo 7 AI summary
Hojoon Lee, Takuma Seno, Jun Jet Tai, Kaushik Subramanian, Kenta Kawamoto, Peter Stone, Peter Wurman
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Leveraging Embodied Mechanical Intelligence for Learning Decluttering Tasks AI summary
Enrico Turco, Valerio Bo, Chiara Castellani, Gionata Salvietti, Monica Malvezzi, Domenico Prattichizzo, Maria Pozzi
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Environment-Aware Learning of Smooth GNSS Covariance Dynamics for Autonomous Racing AI summary
Y. Deemo Chen, Arion Zimmermann, Thomas Berrueta, Soon-Jo Chung
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Neuro-Robot Interaction in Robot-Assisted Surgery using EEG and Self-Supervised Graph Transformer AI summary
Debashis Das Chakladar, Foteini Simistira Liwicki, Rajkumar Saini
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Parallel Heuristic Search As Inference for Actor-Critic Reinforcement Learning Models AI summary
Hanlan Yang, Itamar Mishani, Luca Pivetti, Zachary Kingston, Maxim Likhachev
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E2-BKI: Evidential Ellipsoidal Bayesian Kernel Inference for Uncertainty-Aware Gaussian Semantic Mapping AI summary
Junyoung Kim, Minsik Jeon, Jihong Min, Kiho Kwak, Junwon Seo
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Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place Recognition AI summary
Jiuhong Xiao, Yang Zhou, Giuseppe Loianno
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OverlapMamba: A Shift State Space Model for LiDAR-Based Place Recognition AI summary
Jiehao Luo, Jintao Cheng, Qiuchi Xiang, Jin Wu, Rui Fan, Xieyuanli Chen, Xiaoyu Tang
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Learning Push-Grasp Synergy for Occluded Objects in Cluttered Environments AI summary
Ziang Li, Haorui Wu, Zhiqi Chen, Haozhe Zhang, Yuzhe Huang, Changshui Zhang
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OCLPlace: Online Continual Learning on LiDAR Streams for Place Recognition AI summary
BinHong Liu, Kaixiao Ye, YangWang Fang, Zhi Yan, Tao Yang
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Learning Robust Control Policies for Inverted Pose on Miniature Blimp Robots AI summary
Yuanlin Yang, Lin Hong, Fumin Zhang
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Bi-Hap: A Bi-Directional Learning-Based Control and Momentum-Based Haptic Feedback System for Dexterous In-Hand Telemanipulation AI summary
Haoyang Wang, Haoran Guo, Zhengxiong Li, Lingfeng Tao
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