| Voxel Field Fusion for 3D Object Detection | May 31, 2022 | 3D Object DetectionData Augmentation | CodeCode Available | 1 | 5 |
| WARP: Word-level Adversarial ReProgramming | Jan 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Physics-informed learning of governing equations from scarce data | May 5, 2020 | Model DiscoveryRepresentation Learning | CodeCode Available | 1 | 5 |
| A Comprehensive Study on Learning-Based PE Malware Family Classification Methods | Oct 29, 2021 | ClassificationMalware Classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Electrocardiogram Generation and Feature Extraction Using a Variational Autoencoder | Feb 1, 2020 | | CodeCode Available | 1 | 5 |
| Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active Learning | Apr 24, 2021 | Active LearningAnomaly Detection | CodeCode Available | 1 | 5 |
| Hard-Coded Gaussian Attention for Neural Machine Translation | May 2, 2020 | DecoderMachine Translation | CodeCode Available | 1 | 5 |
| Assessing Game Balance with AlphaZero: Exploring Alternative Rule Sets in Chess | Sep 9, 2020 | | CodeCode Available | 1 | 5 |
| Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning | Mar 12, 2021 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Holistically-Attracted Wireframe Parsing | Mar 3, 2020 | GPULine Segment Detection | CodeCode Available | 1 | 5 |
| Model-based Decision Making with Imagination for Autonomous Parking | Aug 25, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| C2F-FWN: Coarse-to-Fine Flow Warping Network for Spatial-Temporal Consistent Motion Transfer | Dec 16, 2020 | Attribute | CodeCode Available | 1 | 5 |
| HeadlineCause: A Dataset of News Headlines for Detecting Causalities | Aug 28, 2021 | Commonsense Causal ReasoningCommon Sense Reasoning | CodeCode Available | 1 | 5 |
| Learning Temporally Causal Latent Processes from General Temporal Data | Oct 11, 2021 | Causal DiscoveryRepresentation Learning | CodeCode Available | 1 | 5 |
| Interactive Machine Comprehension with Dynamic Knowledge Graphs | Aug 31, 2021 | Knowledge GraphsMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| Relative Importance in Sentence Processing | Jun 7, 2021 | Natural Language UnderstandingSentence | CodeCode Available | 1 | 5 |
| Streamlining Cross-Document Coreference Resolution: Evaluation and Modeling | Sep 23, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Efficient reachability analysis of parametric linear hybrid systems with time-triggered transitions | Jun 22, 2020 | | CodeCode Available | 1 | 5 |
| Bayesian graph convolutional neural networks via tempered MCMC | Apr 17, 2021 | Bayesian InferenceDeep Learning | CodeCode Available | 1 | 5 |
| GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification | Apr 23, 2021 | ClassificationProduct Recommendation | CodeCode Available | 1 | 5 |
| Black-box Explanation of Object Detectors via Saliency Maps | Jun 5, 2020 | Objectobject-detection | CodeCode Available | 1 | 5 |
| AI-GAN: Attack-Inspired Generation of Adversarial Examples | Feb 6, 2020 | | CodeCode Available | 1 | 5 |
| TEA: Temporal Excitation and Aggregation for Action Recognition | Apr 3, 2020 | Action RecognitionAction Recognition In Videos | CodeCode Available | 1 | 5 |
| Multi-Center Federated Learning: Clients Clustering for Better Personalization | May 3, 2020 | ClusteringFederated Learning | CodeCode Available | 1 | 5 |
| FLAME: Facial Landmark Heatmap Activated Multimodal Gaze Estimation | Oct 10, 2021 | Gaze Estimation | CodeCode Available | 1 | 5 |
| How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering | Dec 2, 2020 | Common Sense ReasoningQuestion Answering | CodeCode Available | 1 | 5 |
| CONFIG: Controllable Neural Face Image Generation | May 6, 2020 | AttributeFace Model | CodeCode Available | 1 | 5 |
| Illuminating Mario Scenes in the Latent Space of a Generative Adversarial Network | Jul 11, 2020 | DiversityGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| BREEDS: Benchmarks for Subpopulation Shift | Aug 11, 2020 | | CodeCode Available | 1 | 5 |
| W-Net: A Deep Model for Fully Unsupervised Image Segmentation | Nov 22, 2017 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Style-based Point Generator with Adversarial Rendering for Point Cloud Completion | Mar 3, 2021 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| Real-Time Monocular Human Depth Estimation and Segmentation on Embedded Systems | Aug 24, 2021 | Collision AvoidanceDecoder | CodeCode Available | 1 | 5 |
| DSNAS: Direct Neural Architecture Search without Parameter Retraining | Feb 21, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| OnsagerNet: Learning Stable and Interpretable Dynamics using a Generalized Onsager Principle | Sep 6, 2020 | | CodeCode Available | 1 | 5 |
| SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot Interaction | Oct 2, 2021 | Human motion predictionMotion Planning | CodeCode Available | 1 | 5 |
| EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection | Jul 17, 2020 | 3D Object DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers | Sep 22, 2021 | | CodeCode Available | 1 | 5 |
| Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation | Mar 23, 2020 | DecoderSpatial Reasoning | CodeCode Available | 1 | 5 |
| PeeledHuman: Robust Shape Representation for Textured 3D Human Body Reconstruction | Feb 16, 2020 | 3D Reconstruction | CodeCode Available | 1 | 5 |
| Learning Graph Regularisation for Guided Super-Resolution | Mar 27, 2022 | Super-Resolution | CodeCode Available | 1 | 5 |
| SpeechNet: A Universal Modularized Model for Speech Processing Tasks | May 7, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging | Aug 28, 2020 | Image Reconstruction | CodeCode Available | 1 | 5 |
| Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals | Nov 23, 2020 | Retrieval | CodeCode Available | 1 | 5 |
| Uncrowded Hypervolume-based Multi-objective Optimization with Gene-pool Optimal Mixing | Apr 10, 2020 | Evolutionary Algorithms | CodeCode Available | 1 | 5 |
| A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents | Apr 16, 2018 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 | 5 |
| Can Q-Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver? | Dec 1, 2020 | Feature EngineeringQ-Learning | CodeCode Available | 1 | 5 |
| Fairwashing Explanations with Off-Manifold Detergent | Jul 20, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| Emo-DNA: Emotion Decoupling and Alignment Learning for Cross-Corpus Speech Emotion Recognition | Aug 4, 2023 | Cross-corpusDomain Adaptation | CodeCode Available | 1 | 5 |
| Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI | Sep 23, 2020 | Hyperparameter OptimizationSegmentation | CodeCode Available | 1 | 5 |
