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2327 result(s) for “Deep Learning in Robotics and Automation” Page 2 of 47
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Fast Kinodynamic Planning on the Constraint Manifold with Deep Neural Networks
Piotr Kicki, Puze Liu, Davide Tateo, Haitham Bou Ammar, Krzysztof, Tadeusz Walas, Piotr Skrzypczynski, Jan Peters
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A User-Centered Shared Control Scheme with Learning from Demonstration for Robotic Surgery
Haoyi Zheng, Zhaoyang Jacopo Hu, yanpei huang, Xiaoxiao Cheng, Ziwei Wang, etienne burdet
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PanNote: An Automatic Tool for Panoramic Image Annotation of People's Positions
Alberto Bacchin, Leonardo Barcellona, Sepideh Shamsizadeh, Emilio Olivastri, Alberto Pretto, Emanuele Menegatti
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PathRL: An End-To-End Path Generation Method for Collision Avoidance Via Deep Reinforcement Learning
Wenhao Yu, Jie Peng, Quecheng Qiu, Hanyu Wang, Lu Zhang, Jianmin Ji
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Shaping Social Robot to Play Games with Human Demonstrations and Evaluative Feedback
Chuanxiong Zheng, Lei Zhang, Hui Wang, Randy Gomez, Eric Nichols, Guangliang Li
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FogROS2-LS: A Location-Independent Fog Robotics Framework for Latency Sensitive ROS2 Applications
Kaiyuan Chen, Michael Wang, Marcus Gualtieri, Nan Tian, Christian Juette, Liu Ren, John Kubiatowicz, Ken Goldberg
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Deep Compliant Control for Legged Robots
Adrian Hartmann, Dongho Kang, Fatemeh Zargarbashi, Miguel Angel Zamora Mora, Stelian Coros
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DRO: Deep Recurrent Optimizer for Video to Depth
Xiaodong Gu, Weihao Yuan, Zuozhuo Dai, Siyu Zhu, Chengzhou Tang, Zilong Dong, Ping Tan
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EffLoc: Lightweight Vision Transformer for Efficient 6-DOF Camera Relocalization
Zhendong Xiao, Changhao Chen, Yang Shan, Wu Wei
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Lens Capsule Tearing in Cataract Surgery Using Reinforcement Learning
Rebekka Charlotte Peter, Steffen Peikert, Ludwig Haide, Doan Xuan Viet Pham, Tahar Chettaoui, Eleonora Tagliabue, Paul Maria Scheikl, Johannes Fauser, Matthias Hillenbrand, Gerhard Neumann, Franziska Mathis-Ullrich
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Learning Interaction Regions and Motion Trajectories Simultaneously from Egocentric Demonstration Videos
Jianjia Xin, Lichun Wang, Kai Xu, Chao Yang, Baocai Yin
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Visual CPG-RL: Learning Central Pattern Generators for Visually-Guided Quadruped Locomotion
Guillaume Bellegarda, Milad Shafiee, Auke Ijspeert
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Symmetry Considerations for Learning Task Symmetric Robot Policies
Mayank Mittal, Nikita Rudin, Victor Klemm, Arthur Allshire, Marco Hutter
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Jacquard V2: Refining Datasets Using the Human in the Loop Data Correction Method
Qiuhao Li, Shenghai Yuan
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Model-Free Control of a Class of High-Precision Scanning Motion Systems with Piezoceramic Actuators
Yazan al-rawashdeh, Mohammad Al Saaideh, Marcel Heertjes, Mohammad Al Janaideh
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All the Feels: A Dexterous Hand with Large-Area Tactile Sensing
Raunaq Mahesh Bhirangi, Abigail DeFranco, Jacob Adkins, Carmel Majidi, Abhinav Gupta, Tess Hellebrekers, Vikash Kumar
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On-Device Self-Supervised Learning of Visual Perception Tasks Aboard Hardware-Limited Nano-Quadrotors
Elia Cereda, Manuele Rusci, Alessandro Giusti, Daniele Palossi
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A New Perspective of DL Testing Framework: Human-Computer Interaction Based Neural Network Testing
Wei Kong, li hu, du qianjin, cao huayang, KUANG XIAOHUI
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Implicit Learning of Scene Geometry from Poses for Global Localization
Mohammad Altillawi, Shile Li, Sai Manoj Prakhya, Ziyuan Liu, Joan Serrat
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FocoTrack: Multi Object Tracking by Focusing on Overlap at Low Frame Rate
Jae-Hyeok Lee, Jae-Hyeon Park, Dong Eui Chang
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Increasing the Absolute Position Accuracy of Industrial Robots by Means of a Deep Continual Evidential Regression Model
Eckart Uhlmann, Mitchel Polte, Julian Blumberg, Sheng Yin, Gang Wang
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GeoAdapt: Self-Supervised Test-Time Adaptation in LiDAR Place Recognition Using Geometric Priors
Joshua Barton Knights, Stephen Hausler, Sridha Sridharan, Clinton Fookes, Peyman Moghadam
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CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty Quantification
Amin Ullah, Taiqing Yan, Li Fuxin
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CaveSeg: Deep Semantic Segmentation and Scene Parsing for Autonomous Underwater Cave Exploration
Adnan Abdullah, Titon Barua, Reagan Tibbetts, Zijie Chen, Md Jahidul Islam, Ioannis Rekleitis
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CoAS-Net: Context-Aware Suction Network with a Large-Scale Domain Randomized Synthetic Dataset
Yeong Gwang Son, Tat Hieu Bui, Juyong Hong, Yong Hyeon Kim, Seung Jae moon, ChunSoo Kim, Issac Rhee, Hansol Kang, Hyouk Ryeol Choi
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Deep Evidential Uncertainty Estimation for Semantic Segmentation under Out-Of-Distribution Obstacles
Siddharth Ancha, Philip Osteen, Nicholas Roy
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Self-Supervised Depth Correction of Lidar Measurements from Map Consistency Loss
Ruslan Agishev, Tomas Petricek, Karel Zimmermann
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RadCloud: Real-Time High-Resolution Point Cloud Generation Using Low-Cost Radars for Aerial and Ground Vehicles
David Hunt, Shaocheng Luo, Amir Khazraei, Xiao Zhang, Robert Hallyburton, Tingjun Chen, Miroslav Pajic
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Development of an Easy-To-Cut Six-Axis Force Sensor
Takamasa Kawahara, Toshiaki Tsuji
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STNet: Spatio-Temporal Fusion-Based Self-Attention for Slip Detection in Visuo-Tactile Sensors
Jin Lu, Bangyan Niu, Huan Ma, Zhu Jiafeng, Jingjing Ji
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Deep Dynamic Layout Optimisation of Photogrammetry Camera Position Based on Digital Twin
Likun Wang, Zi Wang, Peter Kendall, Kevin Gumma, Alison Turner, Svetan Ratchev
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SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning
Jianlan Luo, Zheyuan Hu, Charles Xu, You Liang Tan, Jacob Herman Berg, Archit Sharma, Stefan Schaal, Chelsea Finn, Abhishek Gupta, Sergey Levine
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Learning Adaptive Policies for Autonomous Excavation under Various Soil Conditions by Adversarial Domain Sampling
Takayuki Osa, Naoto Osajima, Masanori Aizawa, Tatsuya Harada
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A Guided Gaussian-Dirichlet Random Field for Scientist-In-The-Loop Inference in Underwater Robotics
Chad Samuelson, Joshua Mangelson
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Learning to Explore Indoor Environments Using Autonomous Micro Aerial Vehicles
Yuezhan Tao, Eran Iceland, Beiming Li, Elchanan Zwecher, Uri Heinemann, Avraham Cohen, Amir Avni, Oren Gal, Ariel Barel, Vijay Kumar
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The voraus-AD Dataset for Anomaly Detection in Robot Applications
Jan Thieß Brockmann, Marco Rudolph, Bodo Rosenhahn, Bastian Wandt
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Enhancing Inland Water Safety: The Lake Constance Obstacle Detection Benchmark
Dennis Griesser, Matthias Franz, Georg Umlauf
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Tendon-Driven Continuum Robot for Deep-Sea Application
Cora Maria Sourkounis, Tom Kwasnitschka, Annika Raatz
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Learning Distributional Demonstration Spaces for Task-Specific Cross-Pose Estimation
Jenny Wang, Octavian Donca, David Held
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Colibri5: Real-Time Monocular 5-DoF Trocar Pose Tracking for Robot-Assisted Vitreoretinal Surgery
Shervin Dehghani, Michael Sommersperger, Mahdi Saleh, Alireza Alikhani, Benjamin Busam, Peter Gehlbach, Ioan Iulian Iordachita, Nassir Navab, M. Ali Nasseri
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Hard Shell, Soft Core: Binary Actuators for Deep-Sea Applications
Cora Maria Sourkounis, Ditzia Susana García Morales, Tom Kwasnitschka, Annika Raatz
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Overparametrization Helps Offline-To-Online Generalization of Closed-Loop Control from Pixels
Mathias Lechner, Ramin Hasani, Alexander Amini, Tsun-Hsuan Wang, Thomas Henzinger, Daniela Rus
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LiRaFusion: Deep Adaptive LiDAR-Radar Fusion for 3D Object Detection
Jingyu Song, Lingjun Zhao, Katherine Skinner
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EDMP: Ensemble-Of-Costs-Guided Diffusion for Motion Planning
Kallol Saha, Vishal Reddy Mandadi, JAYARAM GURRAM, Ajit Srikanth, Aditya Agarwal, Bipasha Sen, Arun Kumar Singh, Madhava Krishna
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Prescient Collision-Free Navigation of Mobile Robots with Iterative Multimodal Motion Prediction of Dynamic Obstacles
Ze Zhang, Hadi Hajieghrary, Emmanuel Dean, Knut Akesson
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A Detachable FBG-Based Contact Force Sensor for Capturing Gripper-Vegetable Interactions
Wenjie Lai, Jiajun Liu, Bing Rui Sim, Ming Rui Joel Tan, Chidanand Hegde, Shlomo Magdassi, Louis Phee
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N-MPC for Deep Neural Network-Based Collision Avoidance Exploiting Depth Images
Martin Jacquet, Kostas Alexis
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Procedure Recognition by Knowledge-Driven Segmentation in Robotic-Assisted Vitreoretinal Surgery
Zhen Li, Yawen Deng, Qiang Ye, Weihong Yu, Haoxiang Qi, Yaliang Liu, Zhangguo YU, Gui-Bin Bian
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Uncertainty-Aware Shape Estimation of a Surgical Continuum Manipulator in Constrained Environments Using Fiber Bragg Grating Sensors
Alexander Schwarz, Arian Mehrfard, Golchehr Amirkhani, Henry Phalen, Justin Ma, Robert Grupp, Alejandro Martin-Gomez, Mehran Armand
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Unknown Object Grasping for Assistive Robotics
Elle Miller, Maximilian Durner, Matthias Humt, Gabriel Quere, Wout Boerdijk, Ashok M. Sundaram, Freek Stulp, Jörn Vogel
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