| SinGAN-Seg: Synthetic training data generation for medical image segmentation | Jun 29, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance | Aug 2, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| GUIGAN: Learning to Generate GUI Designs Using Generative Adversarial Networks | Jan 25, 2021 | Image GenerationText Generation | CodeCode Available | 1 | 5 |
| Deep learning in magnetic resonance prostate segmentation: A review and a new perspective | Nov 16, 2020 | Medical DiagnosisMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Graph Neural Networks for Decentralized Multi-Robot Submodular Action Selection | May 18, 2021 | Decision MakingGraph Neural Network | CodeCode Available | 1 | 5 |
| Teaching Humans When To Defer to a Classifier via Exemplars | Nov 22, 2021 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Small-floating Target Detection in Sea Clutter via Visual Feature Classifying in the Time-Doppler Spectra | Sep 9, 2020 | | CodeCode Available | 1 | 5 |
| Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking | Feb 14, 2024 | BenchmarkingLanguage Modelling | CodeCode Available | 1 | 5 |
| A Top-Down Neural Architecture towards Text-Level Parsing of Discourse Rhetorical Structure | May 6, 2020 | DecoderDiscourse Parsing | CodeCode Available | 1 | 5 |
| AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds | Aug 12, 2021 | Surface Normals Estimation | CodeCode Available | 1 | 5 |
| MoFlow: An Invertible Flow Model for Generating Molecular Graphs | Jun 17, 2020 | Drug DiscoveryGraph Generation | CodeCode Available | 1 | 5 |
| Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks | May 30, 2018 | | CodeCode Available | 1 | 5 |
| Learning Light-Weight Translation Models from Deep Transformer | Dec 27, 2020 | Knowledge DistillationMachine Translation | CodeCode Available | 1 | 5 |
| Motion Planning Transformers: A Motion Planning Framework for Mobile Robots | Jun 5, 2021 | Motion Planningvalid | CodeCode Available | 1 | 5 |
| Subgraph Neural Networks | Jun 18, 2020 | | CodeCode Available | 1 | 5 |
| Is segmentation uncertainty useful? | Mar 30, 2021 | Active LearningImage Segmentation | CodeCode Available | 1 | 5 |
| RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features | Apr 17, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Kosp2e: Korean Speech to English Translation Corpus | Jul 6, 2021 | speech-recognitionSpeech Recognition | CodeCode Available | 1 | 5 |
| Differential Privacy for Text Analytics via Natural Text Sanitization | Jun 2, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| COMBO: Conservative Offline Model-Based Policy Optimization | Feb 16, 2021 | modelOffline RL | CodeCode Available | 1 | 5 |
| Self-Supervised Monocular Depth Estimation with Internal Feature Fusion | Oct 18, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Attribute-specific Control Units in StyleGAN for Fine-grained Image Manipulation | Nov 25, 2021 | AttributeImage Manipulation | CodeCode Available | 1 | 5 |
| GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages | Oct 31, 2024 | Language Identification | CodeCode Available | 1 | 5 |
| MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image | Dec 6, 2021 | 3D Hand Pose EstimationCPU | CodeCode Available | 1 | 5 |
| Tracking-by-Trackers with a Distilled and Reinforced Model | Jul 8, 2020 | Knowledge DistillationObject Tracking | CodeCode Available | 1 | 5 |
| Improving the Efficiency and Robustness of Deepfakes Detection through Precise Geometric Features | Apr 9, 2021 | Open-Ended Question Answering | CodeCode Available | 1 | 5 |
| Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer | Feb 18, 2021 | DecoderDocument Image Classification | CodeCode Available | 1 | 5 |
| Variational Quantum Soft Actor-Critic | Dec 20, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations | Apr 13, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 | 5 |
| Multi-Task Learning with Multi-Query Transformer for Dense Prediction | May 28, 2022 | DecoderMulti-Task Learning | CodeCode Available | 1 | 5 |
| Memory-Augmented Deep Unfolding Network for Compressive Sensing | Oct 19, 2021 | Compressive Sensing | CodeCode Available | 1 | 5 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| PyCSP3: Modeling Combinatorial Constrained Problems in Python | Sep 1, 2020 | | CodeCode Available | 1 | 5 |
| Probabilistic Appearance-Invariant Topometric Localization with New Place Awareness | Jul 16, 2021 | Loop Closure DetectionState Estimation | CodeCode Available | 1 | 5 |
| Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation | Sep 24, 2021 | Representation LearningSequential Recommendation | CodeCode Available | 1 | 5 |
| Improving Transferability of Representations via Augmentation-Aware Self-Supervision | Nov 18, 2021 | Representation LearningTransfer Learning | CodeCode Available | 1 | 5 |
| Learning Euler's Elastica Model for Medical Image Segmentation | Nov 1, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Adversarial Deep Ensemble: Evasion Attacks and Defenses for Malware Detection | Jun 30, 2020 | Ensemble LearningMalware Detection | CodeCode Available | 1 | 5 |
| Deformation-Compensated Learning for Image Reconstruction without Ground Truth | Jul 12, 2021 | Image ReconstructionObject | CodeCode Available | 1 | 5 |
| Memory-Efficient and Secure DNN Inference on TrustZone-enabled Consumer IoT Devices | Mar 19, 2024 | Math | CodeCode Available | 1 | 5 |
| OmniPose: A Multi-Scale Framework for Multi-Person Pose Estimation | Mar 18, 2021 | Pose Estimation | CodeCode Available | 1 | 5 |
| Towards Face Encryption by Generating Adversarial Identity Masks | Mar 15, 2020 | Face Recognition | CodeCode Available | 1 | 5 |
| A Hybrid Sparse-Dense Monocular SLAM System for Autonomous Driving | Aug 17, 2021 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 | 5 |
| Learning with Noisy Correspondence for Cross-modal Matching | Dec 1, 2021 | Cross-Modal RetrievalCross-modal retrieval with noisy correspondence | CodeCode Available | 1 | 5 |
| Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models | Apr 30, 2022 | Few-Shot Learning | CodeCode Available | 1 | 5 |
| DeepSeagrass Dataset | Mar 9, 2021 | | CodeCode Available | 1 | 5 |
| Deep Learning Framework for Measuring the Digital Strategy of Companies from Earnings Calls | Oct 23, 2020 | Cloud ComputingClustering | CodeCode Available | 1 | 5 |
| Graph Neural News Recommendation with Unsupervised Preference Disentanglement | Jul 1, 2020 | DisentanglementNews Recommendation | CodeCode Available | 1 | 5 |
| Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO System | May 1, 2021 | BinarizationQuantization | CodeCode Available | 1 | 5 |
| Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images | Oct 9, 2020 | Image DehazingImage Generation | CodeCode Available | 1 | 5 |
