Alois C. Knoll

213 publications

25 venues

H Index 39

Affiliation

Technical University Munich, Department of Computer Science, Germany
University of Bielefeld, Department of Computer Science, Germany
Technical University of Berlin, Germany

Links

Name Venue Year citations
Scheduling Adaptive Imitation Learning for Long-Horizon Dexterous Robot Micromanipulation of Deformable Cell. IEEE Robotics and Automation Letters 2026 0
A Visual Benchmark for Autonomous Driving in Open-Pit Mines. TPAMI 2026 0
Multi-Sets Trees (MST*): Accelerated Asymptotically Optimal Motion Planning Optimization Informed by Multiple Domain Subsets. IROS 2025 0
LensDFF: Language-enhanced Sparse Feature Distillation for Efficient Few-Shot Dexterous Manipulation. IROS 2025 0
Whisker-Based Active Tactile Perception for Contour Reconstruction. ICRA 2025 1
Points, Images and Texts: Boosting Point Cloud Completion with Multi-Modal Features. ICRA 2025 0
Cloud-Native Fog Robotics: Model-Based Deployment and Evaluation of Real-Time Applications. IEEE Robotics and Automation Letters 2025 4
DepthCNE: Contrastive Neighbor Embedding in Self-Supervised Learning for Point Clouds. IJCNN 2025 0
W-ControlUDA: Weather-Controllable Diffusion-assisted Unsupervised Domain Adaptation for Semantic Segmentation. IEEE Robotics and Automation Letters 2025 4
Tree-Based Grafting Approach for Bidirectional Motion Planning With Local Subsets Optimization. IEEE Robotics and Automation Letters 2025 10
TUMTraf VideoQA: Dataset and Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes. ICML 2025 5
Feature-aligned Fisheye Object Detection Network for Autonomous Driving. IROS 2025 0
Safety-Critical Control with Saliency Detection for Mobile Robots in Dynamic Multi-Obstacle Environments. ICRA 2025 1
Instantaneous Contact Localization on A Magnetically Transduced Tapered Whisker. IROS 2025 0
CIT: Context-Based Biased Batch-Sampling for Almost-Surely Asymptotically Optimal Motion Planning. IROS 2025 0
Direction Informed Trees (DIT*): Optimal Path Planning via Direction Filter and Direction Cost Heuristic. ICRA 2025 1
MambaSFLNet: A Mamba-based Model for Low-Light Image Enhancement with Spatial and Frequency Features. IROS 2025 0
Multi-Robot Assembly of Deformable Linear Objects Using Multi-Modal Perception. IROS 2025 2
APT*: Asymptotically Optimal Motion Planning via Adaptively Prolated Elliptical R-Nearest Neighbors. IEEE Robotics and Automation Letters 2025 4
FuzzRisk: Online Collision Risk Estimation for Autonomous Vehicles Based on Depth-Aware Object Detection via Fuzzy Inference. ICRA 2025 0
LEMMo-Plan: LLM-Enhanced Learning from Multi-Modal Demonstration for Planning Sequential Contact-Rich Manipulation Tasks. ICRA 2025 0
Language-Guided Object-Centric Diffusion Policy for Generalizable and Collision-Aware Manipulation. ICRA 2025 0
TacDiffusion: Force-Domain Diffusion Policy for Precise Tactile Manipulation. ICRA 2025 0
Gassidy: Gaussian Splatting SLAM in Dynamic Environments. ICRA 2025 0
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation. ICLR 2025 0
ContactDexNet: Multi-fingered Robotic Hand Grasping in Cluttered Environments through Hand-Object Contact Semantic Mapping. IROS 2025 0
Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning. TPAMI 2025 0
A smoothed particle hydrodynamics framework for fluid simulation in robotics. Robotics and Autonomous Systems 2025 0
Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation. AAAI 2024 22
Diffusion-based Curriculum Reinforcement Learning. NIPS/NeurIPS 2024 10
EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-Union. IROS 2024 2
Ontology Based AI Planning and Scheduling for Robotic Assembly. IROS 2024 1
DexGANGrasp: Dexterous Generative Adversarial Grasping Synthesis for Task-Oriented Manipulation. Humanoids 2024 13
MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection. CVPR 2024 5
Context-Based Meta-Reinforcement Learning With Bayesian Nonparametric Models. TPAMI 2024 10
Lightweight Fisheye Object Detection Network with Transformer-based Feature Enhancement for Autonomous Driving. IROS 2024 3
Real-Time Adaptive Safety-Critical Control with Gaussian Processes in High-Order Uncertain Models. ICRA 2024 3
Online Efficient Safety-Critical Control for Mobile Robots in Unknown Dynamic Multi-Obstacle Environments. IROS 2024 11
Omni-Kernel Network for Image Restoration. AAAI 2024 257
Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection. ECCV 2024 31
Continual Domain Randomization. IROS 2024 8
Revitalizing Convolutional Network for Image Restoration. TPAMI 2024 143
HGL: Hierarchical Geometry Learning for Test-Time Adaptation in 3D Point Cloud Segmentation. ECCV 2024 8
TUMTraf V2X Cooperative Perception Dataset. CVPR 2024 94
1 kHz Behavior Tree for Self-adaptable Tactile Insertion. ICRA 2024 11
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation. CVPR 2024 49
Boosting the hospital by integrating mobile robotic assistance systems: a comprehensive classification of the risks to be addressed. Autonomous Robots 2024 6
Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles. CVPR 2024 45
Serial Order Codes for Dimensionality Reduction in the Learning of Higher-Order Rules and Compositionality in Planning. ICANN 2024 0
Real-time Contact State Estimation in Shape Control of Deformable Linear Objects under Small Environmental Constraints. ICRA 2024 3
PCDepth: Pattern-based Complementary Learning for Monocular Depth Estimation by Best of Both Worlds. IROS 2024 4
Hybrid Frequency Modulation Network for Image Restoration. IJCAI 2024 21
Optimizing Dynamic Balance in a Rat Robot via the Lateral Flexion of a Soft Actuated Spine. ICRA 2024 5
Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation. NIPS/NeurIPS 2024 9
A Review of Safe Reinforcement Learning: Methods, Theories, and Applications. TPAMI 2024 186
Contact Energy Based Hindsight Experience Prioritization. ICRA 2024 0
Strong but Simple: A Baseline for Domain Generalized Dense Perception by CLIP-Based Transfer Learning. ACCV 2024 0
Multi-fingered Dynamic Grasping for Unknown Objects. Humanoids 2024 0
Flexible Informed Trees (FIT*): Adaptive Batch-Size Approach in Informed Sampling-Based Path Planning. IROS 2024 0
Elliptical K-Nearest Neighbors - Path Optimization via Coulomb's Law and Invalid Vertices in C-space Obstacles. IROS 2024 0
Language-Conditioned Imitation Learning With Base Skill Priors Under Unstructured Data. IEEE Robotics and Automation Letters 2024 0
Image Restoration via Frequency Selection. TPAMI 2024 0
Transformation Decoupling Strategy Based on Screw Theory for Deterministic Point Cloud Registration With Gravity Prior. TPAMI 2024 0
IRNeXt: Rethinking Convolutional Network Design for Image Restoration. ICML 2023 104
Contact-Aware Shaping and Maintenance of Deformable Linear Objects With Fixtures. IROS 2023 11
TMA: Temporal Motion Aggregation for Event-based Optical Flow. ICCV 2023 45
Focal Network for Image Restoration. ICCV 2023 185
PSNet: Towards Efficient Image Restoration With Self-Attention. IEEE Robotics and Automation Letters 2023 30
Strip Attention for Image Restoration. IJCAI 2023 39
Safe multi-agent reinforcement learning for multi-robot control. Artificial Intelligence 2023 154
DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation. CVPR 2023 45
Dual-Domain Attention for Image Deblurring. AAAI 2023 63
Selective Frequency Network for Image Restoration. ICLR 2023 221
Model predictive optimization for imitation learning from demonstrations. Robotics and Autonomous Systems 2023 22
Robust Point Cloud Registration with Geometry-based Transformation Invariant Descriptor. IROS 2023 0
UMC: A Unified Bandwidth-efficient and Multi-resolution based Collaborative Perception Framework. ICCV 2023 43
An Energy-Efficient Lane-Keeping System Using 3D LiDAR Based on Spiking Neural Network. IROS 2023 5
Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning. AAAI 2023 20
Smooth Stride Length Change of Rat Robot with a Compliant Actuated Spine Based on CPG Controller. IROS 2023 3
Occlusion Robust 3D Human Pose Estimation with StridedPoseGraphFormer and Data Augmentation. IJCNN 2023 6
Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments. IJCNN 2023 0
Meta-Reinforcement Learning via Language Instructions. ICRA 2023 0
Learning from Symmetry: Meta-Reinforcement Learning with Symmetrical Behaviors and Language Instructions. IROS 2023 0
Meta-Reinforcement Learning in Non-Stationary and Dynamic Environments. TPAMI 2023 0
Residual Policy Learning Facilitates Efficient Model-Free Autonomous Racing. IEEE Robotics and Automation Letters 2022 50
Gazebo Fluids: SPH-based simulation of fluid interaction with articulated rigid body dynamics. IROS 2022 7
Learning Local Event-based Descriptor for Patch-based Stereo Matching. ICRA 2022 7
Analysis of Randomization Effects on Sim2Real Transfer in Reinforcement Learning for Robotic Manipulation Tasks. IROS 2022 24
FFHNet: Generating Multi-Fingered Robotic Grasps for Unknown Objects in Real-time. ICRA 2022 38
Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control. IJCNN 2022 5
Enhanced Quadruped Locomotion of a Rat Robot Based on the Lateral Flexion of a Soft Actuated Spine. IROS 2022 8
Fast and Accurate Face Detection using Feature Pyramid with Grid Anchors. IJCNN 2022 1
3D Object Detection with a Self-supervised Lidar Scene Flow Backbone. ECCV 2022 34
A Biologically-Inspired Simultaneous Localization and Mapping System Based on LiDAR Sensor. IROS 2022 0
Design and Control of a Highly Redundant Rigid-flexible Coupling Robot to Assist the COVID-19 Oropharyngeal-Swab Sampling. IEEE Robotics and Automation Letters 2022 0
Globally Optimal Vertical Direction Estimation in Atlanta World. TPAMI 2022 0
AVDM: A hierarchical command-and-control system architecture for cooperative autonomous vehicles in highways scenario using microscopic simulations. Autonomous Agents and Multi-Agent Systems 2021 12
FloMo: Tractable Motion Prediction with Normalizing Flows. IROS 2021 31
End-to-End Spiking Neural Network for Speech Recognition Using Resonating Input Neurons. ICANN 2021 12
PCTMA-Net: Point Cloud Transformer with Morphing Atlas-based Point Generation Network for Dense Point Cloud Completion. IROS 2021 19
Parameterizable and Jerk-Limited Trajectories with Blending for Robot Motion Planning and Spherical Cartesian Waypoints. ICRA 2021 4
Spotlight-Based 3D Instrument Guidance for Autonomous Task in Robot-Assisted Retinal Surgery. IEEE Robotics and Automation Letters 2021 21
Deep Hierarchical Rotation Invariance Learning with Exact Geometry Feature Representation for Point Cloud Classification. ICRA 2021 4
Minimizing Inference Time: Optimization Methods for Converted Deep Spiking Neural Networks. IJCNN 2021 7
Globally Optimal Camera Orientation Estimation from Line Correspondences by BnB algorithm. IEEE Robotics and Automation Letters 2021 19
Globally Optimal Consensus Maximization for Relative Pose Estimation With Known Gravity Direction. IEEE Robotics and Automation Letters 2021 10
Residual Squeeze-and-Excitation Network with Multi-scale Spatial Pyramid Module for Fast Robotic Grasping Detection. ICRA 2021 24
PointINet: Point Cloud Frame Interpolation Network. AAAI 2021 0
New Metrics for Industrial Depth Sensors Evaluation for Precise Robotic Applications. IROS 2021 0
Low Latency And Low-Level Sensor Fusion For Automotive Use-Cases. ICRA 2020 9
Target Tracking Control of a Wheel-less Snake Robot Based on a Supervised Multi-layered SNN. IROS 2020 8
Extrinsic Calibration of an Eye-In-Hand 2D LiDAR Sensor in Unstructured Environments Using ICP. IEEE Robotics and Automation Letters 2020 19
Hierarchical optimization Control of Redundant Manipulator for Robot-assisted Minimally Invasive Surgery. IROS 2020 5
Accurate position tracking with a single UWB anchor. ICRA 2020 57
Internet of Things (IoT)-based Collaborative Control of a Redundant Manipulator for Teleoperated Minimally Invasive Surgeries. ICRA 2020 49
RSKDD-Net: Random Sample-based Keypoint Detector and Descriptor. NIPS/NeurIPS 2020 43
Center-of-Mass-based Robust Grasp Planning for Unknown Objects Using Tactile-Visual Sensors. ICRA 2020 23
Improving Motion Planning for Surgical Robot with Active Constraints. IROS 2020 3
6D Pose Estimation for Flexible Production with Small Lot Sizes based on CAD Models using Gaussian Process Implicit Surfaces. IROS 2020 3
Reinforcement Learning Based Manipulation Skill Transferring for Robot-assisted Minimally Invasive Surgery. ICRA 2020 17
What the Constant Velocity Model Can Teach Us About Pedestrian Motion Prediction. IEEE Robotics and Automation Letters 2020 0
Mixed Frame-/Event-Driven Fast Pedestrian Detection. ICRA 2019 101
Energy-Efficient Slithering Gait Exploration for a Snake-Like Robot Based on Reinforcement Learning. IJCAI 2019 17
Tree Memory Networks for Sequence Processing. ICANN 2019 1
Semantic Mates: Intuitive Geometric Constraints for Efficient Assembly Specifications. IROS 2019 8
Needle Localization for Robot-assisted Subretinal Injection based on Deep Learning. ICRA 2019 18
End to End Learning of a Multi-Layered Snn Based on R-Stdp for a Target Tracking Snake-Like Robot. ICRA 2019 27
Mobile Robot Learning from Human Demonstrations with Nonlinear Model Predictive Control. IROS 2019 11
Guessing Smart: Biased Sampling for Efficient Black-Box Adversarial Attacks. ICCV 2019 0
Towards Robotic Eye Surgery: Marker-Free, Online Hand-Eye Calibration Using Optical Coherence Tomography Images. IEEE Robotics and Automation Letters 2018 38
Precision Needle Tip Localization Using Optical Coherence Tomography Images for Subretinal Injection. ICRA 2018 27
End to End Learning of Spiking Neural Network Based on R-STDP for a Lane Keeping Vehicle. ICRA 2018 77
KABouM: Knowledge-Level Action and Bounding Geometry Motion Planner. JAIR 2018 8
CARDSFlow: An End-to-End Open-Source Physics Environment for the Design, Simulation and Control of Musculoskeletal Robots. Humanoids 2018 8
An Efficient and Time-Optimal Trajectory Generation Approach for Waypoints Under Kinematic Constraints and Error Bounds. IROS 2018 31
Towards autonomous locomotion: Slithering gait design of a snake-like robot for target observation and tracking. IROS 2017 12
An Exact Solver for Geometric Constraints With Inequalities. IEEE Robotics and Automation Letters 2017 11
CPG-based control of smooth transition for body shape and locomotion speed of a snake-like robot. ICRA 2017 21
Intuitive instruction of industrial robots: Semantic process descriptions for small lot production. IROS 2016 76
Compliant control for soft robots: Emergent behavior of a tendon driven anthropomorphic arm. IROS 2016 19
Precise Measurement of Cargo Boxes for Gantry Robot Palletization in Large Scale Workspaces Using Low-Cost RGB-D Sensors. ACCV 2016 6
Task level robot programming using prioritized non-linear inequality constraints. IROS 2016 29
The Neurorobotics Platform of the Human Brain Project. Cognitive Science 2016 2
An ontology for CAD data and geometric constraints as a link between product models and semantic robot task descriptions. IROS 2015 76
A visual tracking model implemented on the iCub robot as a use case for a novel neurorobotic toolkit integrating brain and physics simulation. Humanoids 2015 12
Variational PatchMatch MultiView Reconstruction and Refinement. ICCV 2015 23
Constraint-based task programming with CAD semantics: From intuitive specification to real-time control. IROS 2015 26
MOPL: A multi-modal path planner for generic manipulation tasks. IROS 2015 15
Adaptive neural network Dynamic Surface Control: An evaluation on the musculoskeletal robot Anthrob. ICRA 2015 14
Heuristic search in belief space for motion planning under uncertainties. IROS 2015 11
Fast dense stereo correspondences by binary locality sensitive hashing. ICRA 2015 16
Analysis and semantic modeling of modality preferences in industrial human-robot interaction. IROS 2015 44
Extending the Knowledge of Volumes approach to robot task planning with efficient geometric predicates. ICRA 2015 17
Kinodynamic motion planning with Space-Time Exploration Guided Heuristic Search for car-like robots in dynamic environments. IROS 2015 17
Action recognition using ensemble weighted multi-instance learning. ICRA 2014 23
Policy search for learning robot control using sparse data. ICRA 2014 23
6D image-based visual servoing for robot manipulators with uncalibrated stereo cameras. IROS 2014 15
Intuitive robot tasks with augmented reality and virtual obstacles. ICRA 2014 52
Hierarchical Reinforcement Learning for Robot Navigation. ESANN 2013 28
PM-Huber: PatchMatch with Huber Regularization for Stereo Matching. ICCV 2013 182
Uncalibrated 3D stereo image-based dynamic visual servoing for robot manipulators. IROS 2013 21
KVP: A knowledge of volumes approach to robot task planning. IROS 2013 56
Multiple vehicle cooperative localization under random finite set framework. IROS 2013 17
Learning control under uncertainty: A probabilistic Value-Iteration approach. ESANN 2013 4
Learning Throttle Valve Control Using Policy Search. ECML/PKDD 2013 27
Global optimal data association for multiple people tracking. ICRA 2013 3
Efficient compositional approaches for real-time robust direct visual odometry from RGB-D data. IROS 2013 60
Complex Valued Artificial Recurrent Neural Network as a Novel Approach to Model the Perceptual Binding Problem. ESANN 2012 3
Computed muscle control for an anthropomimetic elbow joint. IROS 2012 30
Social behavior recognition using body posture and head pose for human-robot interaction. IROS 2012 54
Single camera visual odometry based on Random Finite Set Statistics. IROS 2012 24
Game solving for industrial automation and control. ICRA 2012 14
Micro camera augmented endoscopic instruments: Towards superhuman performance in remote surgical cutting. IROS 2012 4
Calibration of a physics-based model of an anthropomimetic robot using Evolution Strategies. IROS 2012 16
CALIPER: A universal robot simulation framework for tendon-driven robots. IROS 2011 34
Physics-based modeling of an anthropomimetic robot. IROS 2011 19
Human workflow analysis using 3D occupancy grid hand tracking in a human-robot collaboration scenario. IROS 2011 30
Markerless, vision-assisted flight control of a quadrocopter. IROS 2010 46
Framework of automatic robot surgery system using Visual servoing. IROS 2010 73
Distributed control for an anthropomimetic robot. IROS 2010 30
Visual servoing of presenters in augmented virtual reality TV studios. IROS 2010 2
Automation of tissue piercing using circular needles and vision guidance for computer aided laparoscopic surgery. ICRA 2010 59
High-fidelity telepresence and teleaction. ICRA 2010 0
Constraint task-based control in industrial settings. IROS 2009 23
Evaluating Description and Reference Strategies in a Cooperative Human-Robot Dialogue System. IJCAI 2009 49
A multi-camera person tracking system for robotic applications in virtual reality TV studio. IROS 2008 10
Balancing exploration and exploitation in motion planning. ICRA 2008 99
Human-machine skill transfer extended by a scaffolding framework. ICRA 2008 20
An Analytical Model of Divisive Normalization in Disparity-Tuned Complex Cells. ICANN 2007 0
Adaptive Control for Human-Robot Skilltransfer: Trajectory Planning Based on Fluid Dynamics. ICRA 2007 48
Integrating Language, Vision and Action for Human Robot Dialog Systems. HCI 2007 58
Integrating Multimodal Cues Using Grammar Based Models. HCI 2007 11
A System for Robotic Heart Surgery that Learns to Tie Knots Using Recurrent Neural Networks. IROS 2006 241
Goal-directed imitation for robots: A bio-inspired approach to action understanding and skill learning. Robotics and Autonomous Systems 2006 95
Action Understanding and Imitation Learning in a Robot-Human Task. ICANN 2005 9
The Endo[PA]R system for minimally invasive robotic surgery. IROS 2004 63
Editorial. Robotics and Autonomous Systems 2004 0
Visual Guided Grasping of Aggregates using Self-Valuing Learning. ICRA 2002 7
Editorial: Cui Bono Robo Sapiens? Autonomous Robots 2002 0
Control Architecture and Experiment of a Situated Robot System for Interactive Assembly. ICRA 2002 7
Computation of Fingertip Positions for a Form-Closure Grasp. ICRA 2001 0
Asymptotic Motion Control of Robot Manipulators Using Uncalibrated Visual Feedback. ICRA 2001 0
Cui bono robo sapiens? Robotics and Autonomous Systems 2001 5
A General Learning Approach to Multisensor Based Control using Statistic Indices. ICRA 2000 4
A neuro-fuzzy control model for fine-positioning of manipulators. Robotics and Autonomous Systems 2000 16
Appearance-Based Visual Learning in a Neuro-Fuzzy Model for Fine-Positioning of Manipulators. ICRA 1999 17
Situated neuro-fuzzy control for vision-based robot localisation. Robotics and Autonomous Systems 1999 17
Interactive assembly by a two-arm robot agent. Robotics and Autonomous Systems 1999 31
Robot Skill Transfer Based on B-Spline Fuzzy Controllers for Force-Control Tasks. ICRA 1999 7
A Neuro-Fuzzy Solution for Fine-Motion Control Based on Vision and Force Sensors. ICRA 1998 9
Instructing cooperating assembly robots through situated dialogues in natural language. ICRA 1997 54
Online learning of B-spline fuzzy controller to acquire sensor-based assembly skills. ICRA 1997 14
Modular design of fuzzy controller integrating deliberative and reactive strategies. ICRA 1996 15
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