Methods › Reinforcement Learning › Video Game Models › CARLA › Papers, page 3
CARLA: An Open Urban Driving Simulator
CARLA
Papers archive 2025-07-28
archive papers tagged: 422 · with a code link: 154 · where Syntology ran a sample: 46 (37 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (46 of 422 tagged: 37 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument)
Page 3 of 5: papers 201 to 300 of 422, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Normalization Enhances Generalization in Visual Reinforcement Learning 1 Jun 2023 · 1 repository · arXiv:2306.00656Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Resilience in Platoons of Cooperative Heterogeneous Vehicles: Self-organization Strategies and Provably-correct Design 27 May 2023 · 0 repositories · arXiv:2305.17443
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Realistically distributing object placements in synthetic training data improves the performance of vision-based object detection models 24 May 2023 · 1 repository · arXiv:2305.14621
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Learning Pedestrian Actions to Ensure Safe Autonomous Driving 22 May 2023 · 0 repositories · arXiv:2305.13051
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ReasonNet: End-to-End Driving with Temporal and Global Reasoning 17 May 2023 · 0 repositories · arXiv:2305.10507
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Dynamically Conservative Self-Driving Planner for Long-Tail Cases 12 May 2023 · 0 repositories · arXiv:2305.07497
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Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving 10 May 2023 · 1 repository · arXiv:2305.06242Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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CARLA-BSP: a simulated dataset with pedestrians 29 Apr 2023 · 2 repositories · arXiv:2305.00204
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An End-to-End Vehicle Trajcetory Prediction Framework 19 Apr 2023 · 0 repositories · arXiv:2304.09764
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Benchmarking the Physical-world Adversarial Robustness of Vehicle Detection 11 Apr 2023 · 0 repositories · arXiv:2304.05098
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LANe: Lighting-Aware Neural Fields for Compositional Scene Synthesis 6 Apr 2023 · 0 repositories · arXiv:2304.03280
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PAC-Based Formal Verification for Out-of-Distribution Data Detection 4 Apr 2023 · 0 repositories · arXiv:2304.01592
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Specification-Guided Data Aggregation for Semantically Aware Imitation Learning 29 Mar 2023 · 0 repositories · arXiv:2303.17010
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Model-Based Reinforcement Learning with Isolated Imaginations 27 Mar 2023 · 1 repository · arXiv:2303.14889
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Implicit Ray-Transformers for Multi-view Remote Sensing Image Segmentation 15 Mar 2023 · 0 repositories · arXiv:2303.08401
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SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge 24 Feb 2023 · 0 repositories · arXiv:2302.12493
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Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems 20 Feb 2023 · 1 repository · arXiv:2302.09750Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Towards Co-operative Congestion Mitigation 17 Feb 2023 · 0 repositories · arXiv:2302.09140
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Cooperative Perception for Safe Control of Autonomous Vehicles under LiDAR Spoofing Attacks 14 Feb 2023 · 0 repositories · arXiv:2302.07341
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EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency 13 Feb 2023 · 0 repositories · arXiv:2302.06572
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Shared Information-Based Safe And Efficient Behavior Planning For Connected Autonomous Vehicles 8 Feb 2023 · 0 repositories · arXiv:2302.04321
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STEPS: Joint Self-supervised Nighttime Image Enhancement and Depth Estimation 2 Feb 2023 · 1 repository · arXiv:2302.01334
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Incorporating Recurrent Reinforcement Learning into Model Predictive Control for Adaptive Control in Autonomous Driving 30 Jan 2023 · 0 repositories · arXiv:2301.13313
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Tuning Path Tracking Controllers for Autonomous Cars Using Reinforcement Learning 9 Jan 2023 · 0 repositories · arXiv:2301.03363
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Simoun: Synergizing Interactive Motion-appearance Understanding for Vision-based Reinforcement Learning 1 Jan 2023 · 0 repositories
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Stabilizing Visual Reinforcement Learning via Asymmetric Interactive Cooperation 1 Jan 2023 · 0 repositories
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Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities 26 Dec 2022 · 1 repository · arXiv:2212.13088
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Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning 17 Dec 2022 · 0 repositories · arXiv:2212.08860
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Distribution-aware Goal Prediction and Conformant Model-based Planning for Safe Autonomous Driving 16 Dec 2022 · 0 repositories · arXiv:2212.08729
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Learning for Vehicle-to-Vehicle Cooperative Perception under Lossy Communication 16 Dec 2022 · 1 repository · arXiv:2212.08273
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Decentralized cooperative perception for autonomous vehicles: Learning to value the unknown 12 Dec 2022 · 0 repositories · arXiv:2301.01250
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Safe Reinforcement Learning with Probabilistic Control Barrier Functions for Ramp Merging 1 Dec 2022 · 0 repositories · arXiv:2212.00618
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Analyzing Infrastructure LiDAR Placement with Realistic LiDAR Simulation Library 29 Nov 2022 · 2 repositories · arXiv:2211.15975Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Multi-task Learning for Camera Calibration 22 Nov 2022 · 2 repositories · arXiv:2211.12432
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Rationale-aware Autonomous Driving Policy utilizing Safety Force Field implemented on CARLA Simulator 18 Nov 2022 · 0 repositories · arXiv:2211.10237
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Dynamic Conditional Imitation Learning for Autonomous Driving 17 Nov 2022 · 1 repository · arXiv:2211.11579
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Estimation of Appearance and Occupancy Information in Birds Eye View from Surround Monocular Images 8 Nov 2022 · 0 repositories · arXiv:2211.04557
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DeFIX: Detecting and Fixing Failure Scenarios with Reinforcement Learning in Imitation Learning Based Autonomous Driving 29 Oct 2022 · 2 repositories · arXiv:2210.16567
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Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled Systems 27 Oct 2022 · 0 repositories · arXiv:2210.15432
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PlanT: Explainable Planning Transformers via Object-Level Representations 25 Oct 2022 · 2 repositories · arXiv:2210.14222Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Out of Distribution Reasoning by Weakly-Supervised Disentangled Logic Variational Autoencoder 18 Oct 2022 · 0 repositories · arXiv:2210.09959
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Model-Based Imitation Learning for Urban Driving 14 Oct 2022 · 1 repository · arXiv:2210.07729Syntology official (archive's flag): 21 ran · 21 ran (of which 13 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 8 where Syntology's instrument failed) · 2 unverified (of 23 harvested samples)
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Exploring Contextual Representation and Multi-Modality for End-to-End Autonomous Driving 13 Oct 2022 · 0 repositories · arXiv:2210.06758
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Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model 8 Oct 2022 · 0 repositories · arXiv:2210.04017
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Spatial-Temporal-Aware Safe Multi-Agent Reinforcement Learning of Connected Autonomous Vehicles in Challenging Scenarios 5 Oct 2022 · 0 repositories · arXiv:2210.02300
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Multi-Agent Chance-Constrained Stochastic Shortest Path with Application to Risk-Aware Intelligent Intersection 3 Oct 2022 · 0 repositories · arXiv:2210.01766
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Aerial Monocular 3D Object Detection 8 Aug 2022 · 1 repository · arXiv:2208.03974
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Adaptive Feature Fusion for Cooperative Perception using LiDAR Point Clouds 30 Jul 2022 · 0 repositories · arXiv:2208.00116
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Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer 28 Jul 2022 · 1 repository · arXiv:2207.14024Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Adaptive Decision Making at the Intersection for Autonomous Vehicles Based on Skill Discovery 24 Jul 2022 · 0 repositories · arXiv:2207.11724
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Synthetic Dataset Generation for Adversarial Machine Learning Research 21 Jul 2022 · 1 repository · arXiv:2207.10719
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Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction 20 Jul 2022 · 0 repositories · arXiv:2207.09705
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ANTI-CARLA: An Adversarial Testing Framework for Autonomous Vehicles in CARLA 19 Jul 2022 · 1 repository · arXiv:2208.06309
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ST-P3: End-to-end Vision-based Autonomous Driving via Spatial-Temporal Feature Learning 15 Jul 2022 · 1 repository · arXiv:2207.07601Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty Quantification 13 Jul 2022 · 1 repository · arXiv:2207.06104Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring 11 Jul 2022 · 1 repository · arXiv:2207.05078
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Game State Learning via Game Scene Augmentation 4 Jul 2022 · 0 repositories · arXiv:2207.01289
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Data generation using simulation technology to improve perception mechanism of autonomous vehicles 1 Jul 2022 · 0 repositories · arXiv:2207.00191
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Learning mixture of domain-specific experts via disentangled factors for autonomous driving 28 Jun 2022 · 1 repository
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IBISCape: A Simulated Benchmark for multi-modal SLAM Systems Evaluation in Large-scale Dynamic Environments 27 Jun 2022 · 1 repository · arXiv:2206.13455
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Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming 22 Jun 2022 · 0 repositories · arXiv:2206.10816
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Incorporating Voice Instructions in Model-Based Reinforcement Learning for Self-Driving Cars 21 Jun 2022 · 0 repositories · arXiv:2206.10249
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Level 2 Autonomous Driving on a Single Device: Diving into the Devils of Openpilot 16 Jun 2022 · 0 repositories · arXiv:2206.08176
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Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline 16 Jun 2022 · 1 repository · arXiv:2206.08129
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Learning Task-Independent Game State Representations from Unlabeled Images 13 Jun 2022 · 0 repositories · arXiv:2206.06490
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CARLA-GeAR: a Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Vision Models 9 Jun 2022 · 1 repository · arXiv:2206.04365
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GIN: Graph-based Interaction-aware Constraint Policy Optimization for Autonomous Driving 3 Jun 2022 · 1 repository · arXiv:2206.01488
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On the Choice of Data for Efficient Training and Validation of End-to-End Driving Models 1 Jun 2022 · 0 repositories · arXiv:2206.00608
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TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving 31 May 2022 · 3 repositories · arXiv:2205.15997Syntology community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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Risk of Stochastic Systems for Temporal Logic Specifications 28 May 2022 · 0 repositories · arXiv:2205.14523
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Learning to Drive Using Sparse Imitation Reinforcement Learning 24 May 2022 · 0 repositories · arXiv:2205.12128
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Flexible Diffusion Modeling of Long Videos 23 May 2022 · 1 repository · arXiv:2205.11495
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Defending Object Detectors against Patch Attacks with Out-of-Distribution Smoothing 18 May 2022 · 0 repositories · arXiv:2205.08989
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Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability 18 May 2022 · 0 repositories · arXiv:2205.08685
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NMR: Neural Manifold Representation for Autonomous Driving 11 May 2022 · 0 repositories · arXiv:2205.05551
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Control-Aware Prediction Objectives for Autonomous Driving 28 Apr 2022 · 0 repositories · arXiv:2204.13319
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KING: Generating Safety-Critical Driving Scenarios for Robust Imitation via Kinematics Gradients 28 Apr 2022 · 1 repository · arXiv:2204.13683Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
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Task-Induced Representation Learning 25 Apr 2022 · 0 repositories · arXiv:2204.11827
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SelfD: Self-Learning Large-Scale Driving Policies From the Web 21 Apr 2022 · 0 repositories · arXiv:2204.10320
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SELMA: SEmantic Large-scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints 20 Apr 2022 · 0 repositories · arXiv:2204.09788
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End-to-end Autonomous Driving with Semantic Depth Cloud Mapping and Multi-agent 12 Apr 2022 · 1 repository · arXiv:2204.05513
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Scale Invariant Semantic Segmentation with RGB-D Fusion 10 Apr 2022 · 0 repositories · arXiv:2204.04679
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Accelerating Federated Edge Learning via Topology Optimization 1 Apr 2022 · 0 repositories · arXiv:2204.00489
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Learning from All Vehicles 22 Mar 2022 · 1 repository · arXiv:2203.11934Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
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V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer 20 Mar 2022 · 1 repository · arXiv:2203.10638Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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DTA: Physical Camouflage Attacks using Differentiable Transformation Network 18 Mar 2022 · 0 repositories · arXiv:2203.09831
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Conquering Ghosts: Relation Learning for Information Reliability Representation and End-to-End Robust Navigation 14 Mar 2022 · 0 repositories · arXiv:2203.09952
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SynWoodScape: Synthetic Surround-view Fisheye Camera Dataset for Autonomous Driving 9 Mar 2022 · 0 repositories · arXiv:2203.05056
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MIRROR: Differentiable Deep Social Projection for Assistive Human-Robot Communication 6 Mar 2022 · 1 repository · arXiv:2203.02877
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Risk-Aware Scene Sampling for Dynamic Assurance of Autonomous Systems 28 Feb 2022 · 1 repository · arXiv:2202.13510
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PanoFlow: Learning 360° Optical Flow for Surrounding Temporal Understanding 27 Feb 2022 · 1 repository · arXiv:2202.13388Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Context-Hierarchy Inverse Reinforcement Learning 25 Feb 2022 · 0 repositories · arXiv:2202.12597
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A-Eye: Driving with the Eyes of AI for Corner Case Generation 22 Feb 2022 · 0 repositories · arXiv:2202.10803
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Don't Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning 21 Feb 2022 · 1 repository · arXiv:2202.09982
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Multi-task Safe Reinforcement Learning for Navigating Intersections in Dense Traffic 19 Feb 2022 · 0 repositories · arXiv:2202.09644
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CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-based Autonomous Urban Driving 17 Feb 2022 · 1 repository · arXiv:2202.08557Syntology official (archive's flag): 8 ran · 8 ran (of which 7 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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OmniSyn: Synthesizing 360 Videos with Wide-baseline Panoramas 17 Feb 2022 · 0 repositories · arXiv:2202.08752
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Multi-Modal Fusion for Sensorimotor Coordination in Steering Angle Prediction 11 Feb 2022 · 1 repository · arXiv:2202.05500
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Simulation-to-Reality domain adaptation for offline 3D object annotation on pointclouds with correlation alignment 6 Feb 2022 · 0 repositories · arXiv:2202.02666
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AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving 3 Feb 2022 · 0 repositories · arXiv:2202.01645