| Object Detection and Pose Estimation from RGB and Depth Data for Real-time, Adaptive Robotic Grasping | Jan 18, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Single-Image Specular Highlight Removal via Real-World Dataset Construction | Aug 27, 2021 | Generative Adversarial NetworkHighlight Detection | CodeCode Available | 1 |
| Experience-Driven PCG via Reinforcement Learning: A Super Mario Bros Study | Jun 30, 2021 | Diversityreinforcement-learning | CodeCode Available | 1 |
| Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges | Feb 24, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning | Apr 25, 2023 | | CodeCode Available | 1 |
| Oort: Efficient Federated Learning via Guided Participant Selection | Oct 12, 2020 | Federated Learning | CodeCode Available | 1 |
| A Tensor SVD-based Classification Algorithm Applied to fMRI Data | Oct 31, 2021 | Classification | CodeCode Available | 1 |
| Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks | Jun 23, 2020 | Explainable Artificial Intelligence (XAI)General Classification | CodeCode Available | 1 |
| Group-aware Contrastive Regression for Action Quality Assessment | Aug 17, 2021 | Action Quality Assessmentregression | CodeCode Available | 1 |
| Diverse and Admissible Trajectory Prediction through Multimodal Context Understanding | Aug 1, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| BirdNet: a 3D Object Detection Framework from LiDAR information | May 3, 2018 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 1 |
| Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks | Feb 24, 2020 | Bayesian Inference | CodeCode Available | 1 |
| A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards | Jun 27, 2020 | Machine Translationreinforcement-learning | CodeCode Available | 1 |
| Comparing recurrent and convolutional neural networks for predicting wave propagation | Feb 20, 2020 | | CodeCode Available | 1 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 |
| Baseline System of Voice Conversion Challenge 2020 with Cyclic Variational Autoencoder and Parallel WaveGAN | Oct 9, 2020 | Generative Adversarial NetworkTask 2 | CodeCode Available | 1 |
| ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing | Mar 22, 2021 | BlockingCompressive Sensing | CodeCode Available | 1 |
| Voxel Field Fusion for 3D Object Detection | May 31, 2022 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| WARP: Word-level Adversarial ReProgramming | Jan 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Physics-informed learning of governing equations from scarce data | May 5, 2020 | Model DiscoveryRepresentation Learning | CodeCode Available | 1 |
| A Comprehensive Study on Learning-Based PE Malware Family Classification Methods | Oct 29, 2021 | ClassificationMalware Classification | CodeCode Available | 1 |
| Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis | Nov 5, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Electrocardiogram Generation and Feature Extraction Using a Variational Autoencoder | Feb 1, 2020 | | CodeCode Available | 1 |
| Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active Learning | Apr 24, 2021 | Active LearningAnomaly Detection | CodeCode Available | 1 |
| Hard-Coded Gaussian Attention for Neural Machine Translation | May 2, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| Assessing Game Balance with AlphaZero: Exploring Alternative Rule Sets in Chess | Sep 9, 2020 | | CodeCode Available | 1 |
| Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning | Mar 12, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Holistically-Attracted Wireframe Parsing | Mar 3, 2020 | GPULine Segment Detection | CodeCode Available | 1 |
| Model-based Decision Making with Imagination for Autonomous Parking | Aug 25, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| C2F-FWN: Coarse-to-Fine Flow Warping Network for Spatial-Temporal Consistent Motion Transfer | Dec 16, 2020 | Attribute | CodeCode Available | 1 |
| HeadlineCause: A Dataset of News Headlines for Detecting Causalities | Aug 28, 2021 | Commonsense Causal ReasoningCommon Sense Reasoning | CodeCode Available | 1 |
| Learning Temporally Causal Latent Processes from General Temporal Data | Oct 11, 2021 | Causal DiscoveryRepresentation Learning | CodeCode Available | 1 |
| Interactive Machine Comprehension with Dynamic Knowledge Graphs | Aug 31, 2021 | Knowledge GraphsMachine Reading Comprehension | CodeCode Available | 1 |
| Relative Importance in Sentence Processing | Jun 7, 2021 | Natural Language UnderstandingSentence | CodeCode Available | 1 |
| Streamlining Cross-Document Coreference Resolution: Evaluation and Modeling | Sep 23, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Efficient reachability analysis of parametric linear hybrid systems with time-triggered transitions | Jun 22, 2020 | | CodeCode Available | 1 |
| Bayesian graph convolutional neural networks via tempered MCMC | Apr 17, 2021 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification | Apr 23, 2021 | ClassificationProduct Recommendation | CodeCode Available | 1 |
| Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamics | Feb 17, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Black-box Explanation of Object Detectors via Saliency Maps | Jun 5, 2020 | Objectobject-detection | CodeCode Available | 1 |
| What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices | Sep 3, 2024 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| GRUBERT: A GRU-Based Method to Fuse BERT Hidden Layers for Twitter Sentiment Analysis | Dec 1, 2020 | Sentiment AnalysisTwitter Sentiment Analysis | CodeCode Available | 1 |
| Content-aware Neural Hashing for Cold-start Recommendation | May 31, 2020 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 |
| Reasoning on Knowledge Graphs with Debate Dynamics | Jan 2, 2020 | General ClassificationKnowledge Graphs | CodeCode Available | 1 |
| Directional Message Passing for Molecular Graphs | Mar 6, 2020 | Drug DiscoveryFormation Energy | CodeCode Available | 1 |
| A Registration-aided Domain Adaptation Network for 3D Point Cloud Based Place Recognition | Dec 9, 2020 | 3D Place RecognitionAutonomous Driving | CodeCode Available | 1 |
| Self-Supervised Learning of Lidar Segmentation for Autonomous Indoor Navigation | Dec 10, 2020 | NavigatePoint Cloud Segmentation | CodeCode Available | 1 |
| A Fully Adaptive DRO Multistage Framework Based on MDR for Generation Scheduling under Uncertainty | Jan 17, 2023 | Scheduling | CodeCode Available | 1 |
| Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization | Dec 21, 2020 | | CodeCode Available | 1 |
| Fast inference of Boosted Decision Trees in FPGAs for particle physics | Feb 5, 2020 | Translation | CodeCode Available | 1 |