| Informative Path Planning for Extreme Anomaly Detection in Environment Exploration and Monitoring | May 20, 2020 | Anomaly DetectionBayesian Optimization | CodeCode Available | 1 |
| A new method for faster and more accurate inference of species associations from big community data | Mar 11, 2020 | CPUGPU | CodeCode Available | 1 |
| Against All Odds: Winning the Defense Challenge in an Evasion Competition with Diversification | Oct 19, 2020 | AllBIG-bench Machine Learning | CodeCode Available | 1 |
| MVS2D: Efficient Multi-view Stereo via Attention-Driven 2D Convolutions | Apr 27, 2021 | | CodeCode Available | 1 |
| Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation | Jun 1, 2020 | Hand SegmentationSegmentation | CodeCode Available | 1 |
| 3D Pose Transfer with Correspondence Learning and Mesh Refinement | Sep 30, 2021 | 3D GenerationPose Transfer | CodeCode Available | 1 |
| Classification of Important Segments in Educational Videos using Multimodal Features | Oct 26, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment | May 11, 2020 | Blind Face RestorationFace Hallucination | CodeCode Available | 1 |
| Nonnegative-Constrained Joint Collaborative Representation with Union Dictionary for Hyperspectral Anomaly Detection | Mar 18, 2022 | Anomaly Detection | CodeCode Available | 1 |
| Session-aware Linear Item-Item Models for Session-based Recommendation | Mar 30, 2021 | Session-Based Recommendations | CodeCode Available | 1 |
| An anytime tree search algorithm for two-dimensional two- and three-staged guillotine packing problems | Apr 2, 2020 | Vocal Bursts Valence Prediction | CodeCode Available | 1 |
| A Neural Transition-based Model for Nested Mention Recognition | Oct 3, 2018 | Named Entity Recognition (NER)Nested Mention Recognition | CodeCode Available | 1 |
| A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective | Feb 19, 2021 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 1 |
| A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction | Aug 16, 2021 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 |
| Goal Misgeneralization in Deep Reinforcement Learning | May 28, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Regularizing Class-wise Predictions via Self-knowledge Distillation | Mar 31, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Unobtrusive Pain Monitoring in Older Adults with Dementia using Pairwise and Contrastive Training | Jan 8, 2021 | Pain Intensity Regression | CodeCode Available | 1 |
| Iterative Gaussianization: from ICA to Random Rotations | Jan 31, 2016 | DenoisingImage Generation | CodeCode Available | 1 |
| Disentangling Label Distribution for Long-tailed Visual Recognition | Dec 1, 2020 | Image ClassificationLong-tail Learning | CodeCode Available | 1 |
| ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography | Dec 21, 2021 | 3D ReconstructionComputed Tomography (CT) | CodeCode Available | 1 |
| Episodic Policy Gradient Training | Dec 3, 2021 | Policy Gradient MethodsScheduling | CodeCode Available | 1 |
| Global Relational Models of Source Code | May 1, 2020 | Inductive BiasProgram Repair | CodeCode Available | 1 |
| View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums | Oct 14, 2021 | Decision MakingRobot Navigation | CodeCode Available | 1 |
| The Return of Lexical Dependencies: Neural Lexicalized PCFGs | Jul 29, 2020 | | CodeCode Available | 1 |
| Position-based Scaled Gradient for Model Quantization and Pruning | May 22, 2020 | Model CompressionPosition | CodeCode Available | 1 |
| multiclassPairs: an R package to train multiclass pair-based classifier | Sep 15, 2021 | Prediction | CodeCode Available | 1 |
| Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology | Sep 7, 2021 | Representation Learning | CodeCode Available | 1 |
| Conquering the cnn over-parameterization dilemma: A volterra filtering approach for action recognition | Apr 3, 2020 | Action RecognitionOptical Flow Estimation | CodeCode Available | 1 |
| Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation | Apr 2, 2021 | 3D geometryDecoder | CodeCode Available | 1 |
| Space-time Mixing Attention for Video Transformer | Jun 10, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Quadratic Residual Networks: A New Class of Neural Networks for Solving Forward and Inverse Problems in Physics Involving PDEs | Jan 20, 2021 | Efficient Neural Network | CodeCode Available | 1 |
| Online Domain Adaptation for Occupancy Mapping | Jul 1, 2020 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Exploring the Limits of Out-of-Distribution Detection | Jun 6, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Guitar Effects Recognition and Parameter Estimation with Convolutional Neural Networks | Dec 6, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Monocular Multi-Layer Layout Estimation for Warehouse Racks | Mar 16, 2021 | Dataset Generation | CodeCode Available | 1 |
| Multimodal Image Synthesis and Editing: The Generative AI Era | Dec 27, 2021 | Image GenerationSurvey | CodeCode Available | 1 |
| MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis | Apr 10, 2021 | Image GenerationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Neural Implicit 3D Shapes from Single Images with Spatial Patterns | Jun 6, 2021 | 3D Reconstruction3D Shape Reconstruction | CodeCode Available | 1 |
| Spatially-Variant CNN-based Point Spread Function Estimation for Blind Deconvolution and Depth Estimation in Optical Microscopy | Oct 8, 2020 | Depth Estimation | CodeCode Available | 1 |
| Improving Self-Organizing Maps with Unsupervised Feature Extraction | Sep 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| AquaVision: Automating the detection of waste in water bodies using deep transfer learning | Jul 18, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| Learning Style-Aware Symbolic Music Representations by Adversarial Autoencoders | Jan 15, 2020 | Music Modeling | CodeCode Available | 1 |
| Improving Compositional Generalization in Semantic Parsing | Oct 12, 2020 | DecoderSemantic Parsing | CodeCode Available | 1 |
| Regression and Learning with Pixel-wise Attention for Retinal Fundus Glaucoma Segmentation and Detection | Jan 6, 2020 | regression | CodeCode Available | 1 |
| MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning | Apr 16, 2021 | Cross-Lingual TransferMeta-Learning | CodeCode Available | 1 |
| Discretely Relaxing Continuous Variables for tractable Variational Inference | Sep 12, 2018 | Variational Inference | CodeCode Available | 1 |
| Adversarial learning of cancer tissue representations | Aug 4, 2021 | Multiple Instance Learningwhole slide images | CodeCode Available | 1 |
| TabSeq: A Framework for Deep Learning on Tabular Data via Sequential Ordering | Oct 17, 2024 | ClusteringDeep Learning | CodeCode Available | 1 |
| Learning Implicit Temporal Alignment for Few-shot Video Classification | May 11, 2021 | Action Recognition In VideosClassification | CodeCode Available | 1 |
| Self-Supervised Small Soccer Player Detection and Tracking | Nov 20, 2020 | | CodeCode Available | 1 |
