| Transparent Classification with Multilayer Logical Perceptrons and Random Binarization | Dec 10, 2019 | BinarizationClassification | CodeCode Available | 1 | 5 |
| Automated Synthetic-to-Real Generalization | Jul 14, 2020 | Domain Adaptation | CodeCode Available | 1 | 5 |
| Calibration of Google Trends Time Series | Jul 27, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 | 5 |
| Counterfactual Policy Evaluation for Decision-Making in Autonomous Driving | Mar 20, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering | Sep 15, 2021 | DiversityParaphrase Generation | CodeCode Available | 1 | 5 |
| Automated Query Reformulation for Efficient Search based on Query Logs From Stack Overflow | Feb 1, 2021 | | CodeCode Available | 1 | 5 |
| Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders | Oct 5, 2022 | ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing | Jun 8, 2020 | CPUFederated Learning | CodeCode Available | 1 | 5 |
| Snapshot Ptychography on Array cameras | Nov 5, 2021 | | CodeCode Available | 1 | 5 |
| Sparse and Continuous Attention Mechanisms | Jun 12, 2020 | Machine TranslationQuestion Answering | CodeCode Available | 1 | 5 |
| OBOE: Collaborative Filtering for AutoML Model Selection | Aug 9, 2018 | Active LearningAutoML | CodeCode Available | 1 | 5 |
| Go Wider Instead of Deeper | Jul 25, 2021 | Image ClassificationMixture-of-Experts | CodeCode Available | 1 | 5 |
| Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering | Mar 19, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Regularization with Latent Space Virtual Adversarial Training | Nov 26, 2020 | Adversarial Robustnessimage-classification | CodeCode Available | 1 | 5 |
| MatchingGAN: Matching-based Few-shot Image Generation | Mar 7, 2020 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 | 5 |
| Meta Dropout: Learning to Perturb Latent Features for Generalization | May 1, 2020 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 1 | 5 |
| [Re] Reimplementation of FixMatch and Investigation on Noisy (Pseudo) Labels and Confirmation Errors of FixMatch | Dec 6, 2020 | Semi-Supervised Image Classification | CodeCode Available | 1 | 5 |
| AECMOS: A speech quality assessment metric for echo impairment | Oct 6, 2021 | | CodeCode Available | 1 | 5 |
| How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers? | Aug 17, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Neural Architecture Search with Random Labels | Jan 28, 2021 | Neural Architecture Search | CodeCode Available | 1 | 5 |
| Human Activity Recognition using Wearable Sensors: Review, Challenges, Evaluation Benchmark | Jan 5, 2021 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 1 | 5 |
| RepPoints V2: Verification Meets Regression for Object Detection | Jul 16, 2020 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Self-Supervised Speech Denoising Using Only Noisy Audio Signals | Oct 30, 2021 | Audio DenoisingDenoising | CodeCode Available | 1 | 5 |
| Crime Prediction with Graph Neural Networks and Multivariate Normal Distributions | Nov 29, 2021 | Crime Prediction | CodeCode Available | 1 | 5 |
| Unconstrained Scene Generation with Locally Conditioned Radiance Fields | Apr 1, 2021 | DiversityScene Generation | CodeCode Available | 1 | 5 |
| Handwriting Transformers | Apr 8, 2021 | DecoderImage Generation | CodeCode Available | 1 | 5 |
| TIGER: Temporal Interaction Graph Embedding with Restarts | Feb 13, 2023 | Graph Embedding | CodeCode Available | 1 | 5 |
| Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering | Dec 8, 2020 | ClusteringConstrained Clustering | CodeCode Available | 1 | 5 |
| A New Framework for Registration of Semantic Point Clouds from Stereo and RGB-D Cameras | Nov 10, 2020 | GPUPoint Cloud Registration | CodeCode Available | 1 | 5 |
| Self-supervised ECG Representation Learning for Emotion Recognition | Feb 4, 2020 | Emotion RecognitionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Conditionally Parameterized, Discretization-Aware Neural Networks for Mesh-Based Modeling of Physical Systems | Sep 15, 2021 | Super-Resolution | CodeCode Available | 1 | 5 |
| Wikidated 1.0: An Evolving Knowledge Graph Dataset of Wikidata's Revision History | Dec 9, 2021 | | CodeCode Available | 1 | 5 |
| BN-NAS: Neural Architecture Search with Batch Normalization | Aug 16, 2021 | Neural Architecture Search | CodeCode Available | 1 | 5 |
| Logical Message Passing Networks with One-hop Inference on Atomic Formulas | Jan 21, 2023 | Complex Query AnsweringGraph Representation Learning | CodeCode Available | 1 | 5 |
| Lightweight Predictive 3D Gaussian Splats | Jun 27, 2024 | | CodeCode Available | 1 | 5 |
| A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes | Sep 15, 2020 | Deep LearningDescriptive | CodeCode Available | 1 | 5 |
| FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting | Jul 30, 2020 | ManagementTime Series | CodeCode Available | 1 | 5 |
| A Time-dependent SIR model for COVID-19 with Undetectable Infected Persons | Feb 28, 2020 | Time Series Analysis | CodeCode Available | 1 | 5 |
| Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning | Nov 3, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference | Dec 16, 2020 | Feature EngineeringMedical Question Answering | CodeCode Available | 1 | 5 |
| Predicting Patient Outcomes with Graph Representation Learning | Jan 11, 2021 | Graph Representation LearningLength-of-Stay prediction | CodeCode Available | 1 | 5 |
| An Efficient Asynchronous Method for Integrating Evolutionary and Gradient-based Policy Search | Dec 10, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| S-Agents: Self-organizing Agents in Open-ended Environments | Feb 7, 2024 | Minecraft | CodeCode Available | 1 | 5 |
| Deep Sketch-Based Modeling: Tips and Tricks | Nov 12, 2020 | Diversity | CodeCode Available | 1 | 5 |
| Reinforcement Learning for Multi-Product Multi-Node Inventory Management in Supply Chains | Jun 7, 2020 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
| VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation | Jan 2, 2021 | Representation Learningspeech-recognition | CodeCode Available | 1 | 5 |
| Affinity LCFCN: Learning to Segment Fish with Weak Supervision | Nov 6, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction | Sep 6, 2021 | Surface Reconstruction | CodeCode Available | 1 | 5 |
| Lifespan Age Transformation Synthesis | Mar 21, 2020 | Face Age EditingGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Retrieval & Interaction Machine for Tabular Data Prediction | Aug 11, 2021 | AttributeClick-Through Rate Prediction | CodeCode Available | 1 | 5 |
