| ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding | Oct 13, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 |
| Cardiac MRI Segmentation with Strong Anatomical Guarantees | Jul 5, 2019 | Cardiac SegmentationMRI segmentation | CodeCode Available | 1 |
| UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation | Jul 6, 2021 | DecoderMedical Image Segmentation | CodeCode Available | 1 |
| Clustering Plotted Data by Image Segmentation | Oct 6, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Embodied Intelligence via Learning and Evolution | Feb 3, 2021 | | CodeCode Available | 1 |
| Spatial-Temporal Synchronous Graph Transformer network (STSGT) for COVID-19 forecasting | Oct 31, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Modeling tail risks of inflation using unobserved component quantile regressions | Mar 5, 2021 | Bayesian InferenceData Augmentation | CodeCode Available | 1 |
| Lifelong Person Re-Identification via Adaptive Knowledge Accumulation | Mar 23, 2021 | Incremental LearningLifelong learning | CodeCode Available | 1 |
| MHSA-Net: Multi-Head Self-Attention Network for Occluded Person Re-Identification | Aug 10, 2020 | DiversityOccluded Person Re-Identification | CodeCode Available | 1 |
| openDD: A Large-Scale Roundabout Drone Dataset | Jul 16, 2020 | Autonomous Driving | CodeCode Available | 1 |
| BEDS-Bench: Behavior of EHR-models under Distributional Shift--A Benchmark | Jul 17, 2021 | | CodeCode Available | 1 |
| The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose | Jul 1, 2020 | Action RecognitionObject | CodeCode Available | 1 |
| HazeCLIP: Towards Language Guided Real-World Image Dehazing | Jul 18, 2024 | Image DehazingImage Quality Assessment | CodeCode Available | 1 |
| Robust and Accurate Superquadric Recovery: a Probabilistic Approach | Nov 29, 2021 | | CodeCode Available | 1 |
| ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models | Aug 15, 2024 | In-Context LearningMMLU | CodeCode Available | 1 |
| Dan: Deep attention neural network for news recommendation | Jul 17, 2019 | Deep AttentionDiversity | CodeCode Available | 1 |
| Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data | Jun 16, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Deep Learning-Based Feature Extraction in Iris Recognition: Use Existing Models, Fine-tune or Train From Scratch? | Feb 20, 2020 | Iris Recognition | CodeCode Available | 1 |
| Extracting Summary Knowledge Graphs from Long Documents | Sep 19, 2020 | Graph LearningKnowledge Graphs | CodeCode Available | 1 |
| Bridging Spectral-wise and Multi-spectral Depth Estimation via Geometry-guided Contrastive Learning | Mar 2, 2025 | Autonomous VehiclesContrastive Learning | CodeCode Available | 1 |
| Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift | May 25, 2021 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 |
| Inductive Learning on Commonsense Knowledge Graph Completion | Sep 19, 2020 | DecoderEntity Embeddings | CodeCode Available | 1 |
| Kernel Methods and their derivatives: Concept and perspectives for the Earth system sciences | Jul 29, 2020 | Density EstimationGaussian Processes | CodeCode Available | 1 |
| UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering | Feb 23, 2021 | Point Cloud Registration | CodeCode Available | 1 |
| Certified Reinforcement Learning with Logic Guidance | Feb 2, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Discrimination-aware Network Pruning for Deep Model Compression | Jan 4, 2020 | Face Recognitionimage-classification | CodeCode Available | 1 |
| Dynamic ReLU | Mar 22, 2020 | | CodeCode Available | 1 |
| Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberation | Nov 11, 2021 | DecoderSpeech Enhancement | CodeCode Available | 1 |
| Modeling Framing in Immigration Discourse on Social Media | Apr 13, 2021 | Cultural Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Show, Edit and Tell: A Framework for Editing Image Captions | Mar 6, 2020 | DenoisingImage Captioning | CodeCode Available | 1 |
| OadTR: Online Action Detection with Transformers | Jun 21, 2021 | Action DetectionDecoder | CodeCode Available | 1 |
| Long Horizon Forecasting With Temporal Point Processes | Jan 8, 2021 | Point Processes | CodeCode Available | 1 |
| BEEP! Korean Corpus of Online News Comments for Toxic Speech Detection | May 26, 2020 | Hate Speech Detection | CodeCode Available | 1 |
| Deep Learning for General Game Playing with Ludii and Polygames | Jan 23, 2021 | Board GamesDeep Learning | CodeCode Available | 1 |
| Pose-guided Inter- and Intra-part Relational Transformer for Occluded Person Re-Identification | Sep 8, 2021 | Occluded Person Re-IdentificationPerson Re-Identification | CodeCode Available | 1 |
| Self-Supervised GANs with Label Augmentation | Jun 16, 2021 | Data AugmentationImage Generation | CodeCode Available | 1 |
| Out-of-Manifold Regularization in Contextual Embedding Space for Text Classification | May 14, 2021 | Data Augmentationtext-classification | CodeCode Available | 1 |
| Effective containment explains sub-exponential growth in confirmed cases of recent COVID-19 outbreak in Mainland China | Feb 18, 2020 | | CodeCode Available | 1 |
| Editing Conditional Radiance Fields | May 13, 2021 | NeRFNovel View Synthesis | CodeCode Available | 1 |
| Probabilistic Generative Transformer Language models for Generative Design of Molecules | Sep 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration | May 23, 2023 | DescriptiveResponse Generation | CodeCode Available | 1 |
| Dynamic Language Binding in Relational Visual Reasoning | Apr 30, 2020 | ObjectQuestion Answering | CodeCode Available | 1 |
| LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations | Jun 2, 2021 | Text to SQLText-To-SQL | CodeCode Available | 1 |
| Higher-Order Quantum Reservoir Computing | Jun 16, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Mellotron: Multispeaker expressive voice synthesis by conditioning on rhythm, pitch and global style tokens | Oct 26, 2019 | RhythmStyle Transfer | CodeCode Available | 1 |
| From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction | Apr 1, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling | Sep 14, 2021 | Relation | CodeCode Available | 1 |
| Avoiding spurious correlations via logit correction | Dec 2, 2022 | Attribute | CodeCode Available | 1 |
| Conservative Offline Distributional Reinforcement Learning | Jul 12, 2021 | D4RLDistributional Reinforcement Learning | CodeCode Available | 1 |
| Hybrid Pointer Networks for Traveling Salesman Problems Optimization | Oct 6, 2021 | Combinatorial OptimizationGraph Embedding | CodeCode Available | 1 |
