| BAA-NGP: Bundle-Adjusting Accelerated Neural Graphics Primitives | Jun 7, 2023 | 3D Scene ReconstructionNavigate | CodeCode Available | 1 |
| Evaluating Language Models for Mathematics through Interactions | Jun 2, 2023 | Language ModellingMathematical Problem-Solving | CodeCode Available | 1 |
| Continual Multimodal Knowledge Graph Construction | May 15, 2023 | Continual Learninggraph construction | CodeCode Available | 1 |
| ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models | May 11, 2023 | NavigateNews Generation | CodeCode Available | 1 |
| SocNavGym: A Reinforcement Learning Gym for Social Navigation | Apr 27, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Learning to Predict Navigational Patterns from Partial Observations | Apr 26, 2023 | Continual LearningData Augmentation | CodeCode Available | 1 |
| The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks | Apr 26, 2023 | Data AugmentationLanguage Modelling | CodeCode Available | 1 |
| Can GPT-4 Perform Neural Architecture Search? | Apr 21, 2023 | NavigateNeural Architecture Search | CodeCode Available | 1 |
| RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding | Apr 17, 2023 | Autonomous VehiclesGraph Learning | CodeCode Available | 1 |
| DroidBot-GPT: GPT-powered UI Automation for Android | Apr 14, 2023 | Navigate | CodeCode Available | 1 |
| Deep Reinforcement Learning-Based Mapless Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile Robots | Apr 7, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| KERM: Knowledge Enhanced Reasoning for Vision-and-Language Navigation | Mar 28, 2023 | NavigateVision and Language Navigation | CodeCode Available | 1 |
| Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency | Mar 21, 2023 | Navigate | CodeCode Available | 1 |
| AidUI: Toward Automated Recognition of Dark Patterns in User Interfaces | Mar 12, 2023 | Navigate | CodeCode Available | 1 |
| One-4-All: Neural Potential Fields for Embodied Navigation | Mar 7, 2023 | AllNavigate | CodeCode Available | 1 |
| A Multiplicative Value Function for Safe and Efficient Reinforcement Learning | Mar 7, 2023 | Navigatereinforcement-learning | CodeCode Available | 1 |
| DFR-FastMOT: Detection Failure Resistant Tracker for Fast Multi-Object Tracking Based on Sensor Fusion | Feb 28, 2023 | Autonomous VehiclesMulti-Object Tracking | CodeCode Available | 1 |
| Hierarchical Generative Adversarial Imitation Learning with Mid-level Input Generation for Autonomous Driving on Urban Environments | Feb 9, 2023 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 |
| Learning to Count Isomorphisms with Graph Neural Networks | Feb 7, 2023 | Navigate | CodeCode Available | 1 |
| PIRLNav: Pretraining with Imitation and RL Finetuning for ObjectNav | Jan 18, 2023 | Imitation LearningNavigate | CodeCode Available | 1 |
| Multi-Realism Image Compression with a Conditional Generator | Dec 28, 2022 | DecoderImage Compression | CodeCode Available | 1 |
| Spacecraft Pose Estimation Based on Unsupervised Domain Adaptation and on a 3D-Guided Loss Combination | Dec 27, 2022 | Domain AdaptationNavigate | CodeCode Available | 1 |
| Offline Reinforcement Learning for Visual Navigation | Dec 16, 2022 | NavigateOffline RL | CodeCode Available | 1 |
| Multi-Class Segmentation from Aerial Views using Recursive Noise Diffusion | Dec 1, 2022 | DenoisingNavigate | CodeCode Available | 1 |
| Layout-aware Dreamer for Embodied Referring Expression Grounding | Nov 30, 2022 | Common Sense ReasoningNavigate | CodeCode Available | 1 |
| Demo Abstract: Real-Time Out-of-Distribution Detection on a Mobile Robot | Nov 15, 2022 | Navigateobject-detection | CodeCode Available | 1 |
| Unsupervised Audio-Visual Lecture Segmentation | Oct 29, 2022 | NavigateOptical Character Recognition (OCR) | CodeCode Available | 1 |
| ViNL: Visual Navigation and Locomotion Over Obstacles | Oct 26, 2022 | NavigateVisual Navigation | CodeCode Available | 1 |
| Evaluating Long-Term Memory in 3D Mazes | Oct 24, 2022 | Navigatereinforcement-learning | CodeCode Available | 1 |
| Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds | Oct 24, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Weakly-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation | Oct 14, 2022 | NavigateVision and Language Navigation | CodeCode Available | 1 |
| WILD-SCAV: Benchmarking FPS Gaming AI on Unity3D-based Environments | Oct 14, 2022 | Atari GamesBenchmarking | CodeCode Available | 1 |
| Near-Optimal Multi-Agent Learning for Safe Coverage Control | Oct 12, 2022 | DiversityNavigate | CodeCode Available | 1 |
| Demystifying Map Space Exploration for NPUs | Oct 7, 2022 | NavigateNeural Architecture Search | CodeCode Available | 1 |
| Expander Graph Propagation | Oct 6, 2022 | Graph ClassificationGraph Representation Learning | CodeCode Available | 1 |
| Exploring Attention GAN for Vehicle Motion Prediction | Sep 26, 2022 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 |
| Investigating and Mitigating Failure Modes in Physics-informed Neural Networks (PINNs) | Sep 20, 2022 | Navigate | CodeCode Available | 1 |
| SoLo T-DIRL: Socially-Aware Dynamic Local Planner based on Trajectory-Ranked Deep Inverse Reinforcement Learning | Sep 16, 2022 | NavigateSocial Navigation | CodeCode Available | 1 |
| Informative Language Representation Learning for Massively Multilingual Neural Machine Translation | Sep 4, 2022 | Machine TranslationNavigate | CodeCode Available | 1 |
| DualCam: A Novel Benchmark Dataset for Fine-grained Real-time Traffic Light Detection | Sep 3, 2022 | NavigateSelf-Driving Cars | CodeCode Available | 1 |
| Exploring Gradient-based Multi-directional Controls in GANs | Sep 1, 2022 | AttributeDisentanglement | CodeCode Available | 1 |
| CUAHN-VIO: Content-and-Uncertainty-Aware Homography Network for Visual-Inertial Odometry | Aug 30, 2022 | Motion EstimationNavigate | CodeCode Available | 1 |
| Learning from Unlabeled 3D Environments for Vision-and-Language Navigation | Aug 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Differentiable Agent-based Epidemiology | Jul 20, 2022 | EpidemiologyNavigate | CodeCode Available | 1 |
| Target-Driven Structured Transformer Planner for Vision-Language Navigation | Jul 19, 2022 | NavigateVision-Language Navigation | CodeCode Available | 1 |
| Vector Field-based Collision Avoidance for Moving Obstacles with Time-Varying Elliptical Shape | Jul 4, 2022 | Collision AvoidanceMotion Planning | CodeCode Available | 1 |
| Waypoint Generation in Row-based Crops with Deep Learning and Contrastive Clustering | Jun 23, 2022 | ClusteringManagement | CodeCode Available | 1 |
| Pisces: Efficient Federated Learning via Guided Asynchronous Training | Jun 18, 2022 | Federated LearningNavigate | CodeCode Available | 1 |
| N^2M^2: Learning Navigation for Arbitrary Mobile Manipulation Motions in Unseen and Dynamic Environments | Jun 17, 2022 | Navigate | CodeCode Available | 1 |
| Is Mapping Necessary for Realistic PointGoal Navigation? | Jun 2, 2022 | Data AugmentationNavigate | CodeCode Available | 1 |