| Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image Dehazing | May 12, 2020 | Image DehazingNonhomogeneous Image Dehazing | CodeCode Available | 1 |
| U-Net Transformer: Self and Cross Attention for Medical Image Segmentation | Mar 10, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Single Image Super-Resolution via a Holistic Attention Network | Aug 20, 2020 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 |
| Deep learning-based detection of intravenous contrast in computed tomography scans | Oct 16, 2021 | | CodeCode Available | 1 |
| Point process models for sequence detection in high-dimensional neural spike trains | Oct 10, 2020 | Hippocampus | CodeCode Available | 1 |
| Predicting Livelihood Indicators from Community-Generated Street-Level Imagery | Jun 15, 2020 | | CodeCode Available | 1 |
| Learning Attributed Graph Representations with Communicative Message Passing Transformer | Jul 19, 2021 | Inductive Biasmolecular representation | CodeCode Available | 1 |
| Evidence-based Fact-Checking of Health-related Claims | Nov 1, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| ST-GREED: Space-Time Generalized Entropic Differences for Frame Rate Dependent Video Quality Prediction | Oct 26, 2020 | Video Quality AssessmentVisual Question Answering (VQA) | CodeCode Available | 1 |
| Memory-augmented Online Video Anomaly Detection | Feb 21, 2023 | Anomaly DetectionAutonomous Vehicles | CodeCode Available | 1 |
| Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness | Sep 29, 2021 | Change DetectionManagement | CodeCode Available | 1 |
| Paperfetcher: A tool to automate handsearch for systematic reviews | Oct 24, 2021 | ArticlesManagement | CodeCode Available | 1 |
| Image Outpainting and Harmonization using Generative Adversarial Networks | Dec 23, 2019 | Conditional Image GenerationImage Outpainting | CodeCode Available | 1 |
| PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks | Oct 12, 2020 | Prediction | CodeCode Available | 1 |
| Couple Learning for semi-supervised sound event detection | Oct 12, 2021 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Mipmap-GS: Let Gaussians Deform with Scale-specific Mipmap for Anti-aliasing Rendering | Aug 12, 2024 | 3DGSNeRF | CodeCode Available | 1 |
| Effective Sequence-to-Sequence Dialogue State Tracking | Aug 31, 2021 | Dialogue State TrackingLanguage Modeling | CodeCode Available | 1 |
| Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation | May 20, 2019 | Text to SQLText-To-SQL | CodeCode Available | 1 |
| Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding | Oct 24, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 |
| WIQA: A dataset for "What if..." reasoning over procedural text | Sep 10, 2019 | Multiple-choice | CodeCode Available | 1 |
| Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech Recognition | Feb 7, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| From Voxel to Point: IoU-guided 3D Object Detection for Point Cloud with Voxel-to-Point Decoder | Aug 8, 2021 | 3D Object DetectionDecoder | CodeCode Available | 1 |
| MogFace: Towards a Deeper Appreciation on Face Detection | Mar 20, 2021 | Data AugmentationFace Detection | CodeCode Available | 1 |
| Learning to Detect Open Classes for Universal Domain Adaptation | Aug 1, 2020 | Domain AdaptationUniversal Domain Adaptation | CodeCode Available | 1 |
| Equivariant Manifold Flows | Jul 19, 2021 | | CodeCode Available | 1 |
| ProcessTransformer: Predictive Business Process Monitoring with Transformer Network | Apr 1, 2021 | Management | CodeCode Available | 1 |
| MorphyNet: a Large Multilingual Database of Derivational and Inflectional Morphology | Aug 1, 2021 | | CodeCode Available | 1 |
| ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis | Mar 9, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data | Jul 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Regularized Loss for Weakly Supervised Single Class Semantic Segmentation | Aug 1, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models | Aug 26, 2020 | DiversityFederated Learning | CodeCode Available | 1 |
| Planning from Pixels in Environments with Combinatorially Hard Search Spaces | Oct 12, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Harmonic Convolutional Networks based on Discrete Cosine Transform | Jan 18, 2020 | Edge Detectionimage-classification | CodeCode Available | 1 |
| Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation | Dec 22, 2021 | Common Sense ReasoningQuestion Answering | CodeCode Available | 1 |
| 4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics | Apr 15, 2020 | Super-Resolution | CodeCode Available | 1 |
| Lexical Simplification with Pretrained Encoders | Jul 14, 2019 | Language ModellingLexical Simplification | CodeCode Available | 1 |
| Towards Better Object Detection in Scale Variation with Adaptive Feature Selection | Dec 6, 2020 | feature selectionobject-detection | CodeCode Available | 1 |
| Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations | Sep 27, 2021 | Contrastive LearningLanguage Modelling | CodeCode Available | 1 |
| BSP-Net: Generating Compact Meshes via Binary Space Partitioning | Nov 16, 2019 | 3D Reconstruction3D Shape Representation | CodeCode Available | 1 |
| Attending to Graph Transformers | Feb 8, 2023 | | CodeCode Available | 1 |
| Understanding Generalized Label Smoothing when Learning with Noisy Labels | Sep 29, 2021 | Learning with noisy labels | CodeCode Available | 1 |
| Learning a Neural Solver for Multiple Object Tracking | Dec 16, 2019 | Multi-Object TrackingMultiple Object Tracking | CodeCode Available | 1 |
| CariMe: Unpaired Caricature Generation with Multiple Exaggerations | Oct 1, 2020 | CaricatureImage-to-Image Translation | CodeCode Available | 1 |
| A Combination of Theta*, ORCA and Push and Rotate for Multi-agent Navigation | Aug 3, 2020 | Collision Avoidance | CodeCode Available | 1 |
| AugLiChem: Data Augmentation Library of Chemical Structures for Machine Learning | Nov 30, 2021 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| Can Q-Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver? | Sep 26, 2019 | Feature EngineeringQ-Learning | CodeCode Available | 1 |
| Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples | Nov 22, 2021 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| How Certain is Your Transformer? | Apr 1, 2021 | Natural Language UnderstandingPoint Processes | CodeCode Available | 1 |
| Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks | Jun 8, 2021 | | CodeCode Available | 1 |
| Fast PDE-constrained optimization via self-supervised operator learning | Oct 25, 2021 | Operator learning | CodeCode Available | 1 |