| ShadowSense: Unsupervised Domain Adaptation and Feature Fusion for Shadow-Agnostic Tree Crown Detection from RGB-Thermal Drone Imagery | Oct 24, 2023 | Domain AdaptationUnsupervised Domain Adaptation | CodeCode Available | 1 | 5 |
| Investigating the Limitations of Transformers with Simple Arithmetic Tasks | Feb 25, 2021 | Form | CodeCode Available | 1 | 5 |
| CinC-GAN for Effective F0 prediction for Whisper-to-Normal Speech Conversion | Aug 18, 2020 | PredictionVoice Conversion | CodeCode Available | 1 | 5 |
| Shallow-to-Deep Training for Neural Machine Translation | Oct 8, 2020 | Machine TranslationNMT | CodeCode Available | 1 | 5 |
| I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs | Jun 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| DIGIT: A Novel Design for a Low-Cost Compact High-Resolution Tactile Sensor with Application to In-Hand Manipulation | May 29, 2020 | | CodeCode Available | 1 | 5 |
| Machine learning on DNA-encoded library count data using an uncertainty-aware probabilistic loss function | Aug 27, 2021 | DenoisingDrug Discovery | CodeCode Available | 1 | 5 |
| Zero-Shot Cross-Lingual Transfer with Meta Learning | Mar 5, 2020 | Cross-Lingual TransferFew-Shot NLI | CodeCode Available | 1 | 5 |
| Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses | Apr 23, 2020 | Data AugmentationSemi-Supervised Text Classification | CodeCode Available | 1 | 5 |
| StereoSet: Measuring stereotypical bias in pretrained language models | Apr 20, 2020 | Bias DetectionMath | CodeCode Available | 1 | 5 |
| Scatterbrained: A flexible and expandable pattern for decentralized machine learning | Dec 14, 2021 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 | 5 |
| An Empirical Evaluation of Time-Series Feature Sets | Oct 21, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 | 5 |
| Open Relation Modeling: Learning to Define Relations between Entities | Aug 20, 2021 | Open Relation ModelingRelation | CodeCode Available | 1 | 5 |
| Super-Selfish: Self-Supervised Learning on Images with PyTorch | Dec 4, 2020 | Self-Supervised Learning | CodeCode Available | 1 | 5 |
| MineGAN: effective knowledge transfer from GANs to target domains with few images | Dec 11, 2019 | Transfer Learning | CodeCode Available | 1 | 5 |
| Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle | Jan 1, 2023 | Network Pruning | CodeCode Available | 1 | 5 |
| Conversational Word Embedding for Retrieval-Based Dialog System | Apr 28, 2020 | Common Sense ReasoningMachine Translation | CodeCode Available | 1 | 5 |
| Offline Policy Selection under Uncertainty | Dec 12, 2020 | | CodeCode Available | 1 | 5 |
| BEAMetrics: A Benchmark for Language Generation Evaluation Evaluation | Oct 18, 2021 | General KnowledgeInformativeness | CodeCode Available | 1 | 5 |
| HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving | Mar 22, 2025 | Autonomous DrivingRepresentation Learning | CodeCode Available | 1 | 5 |
| A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR | Jul 27, 2021 | AnatomySegmentation | CodeCode Available | 1 | 5 |
| Graph Convolutional Networks for Road Networks | Aug 30, 2019 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| An Information-Theoretic Justification for Model Pruning | Feb 16, 2021 | Data Compressionmodel | CodeCode Available | 1 | 5 |
| Data Programming by Demonstration: A Framework for Interactively Learning Labeling Functions | Sep 3, 2020 | Document Classification | CodeCode Available | 1 | 5 |
| LipNet: End-to-End Sentence-level Lipreading | Nov 5, 2016 | General ClassificationLipreading | CodeCode Available | 1 | 5 |
| AU-aware graph convolutional network for Macro- and Micro-expression spotting | Mar 16, 2023 | Micro-Expression Spotting | CodeCode Available | 1 | 5 |
| The Lottery Ticket Hypothesis for Pre-trained BERT Networks | Jul 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Inductive Matrix Completion Using Graph Autoencoder | Aug 25, 2021 | Graph Neural NetworkMatrix Completion | CodeCode Available | 1 | 5 |
| Benchmark on Drug Target Interaction Modeling from a Structure Perspective | Jul 4, 2024 | BenchmarkingDrug Discovery | CodeCode Available | 1 | 5 |
| MHNF: Multi-hop Heterogeneous Neighborhood information Fusion graph representation learning | Jun 17, 2021 | Graph Representation LearningNode Classification | CodeCode Available | 1 | 5 |
| MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases | May 1, 2020 | Parallel Corpus MiningSentence | CodeCode Available | 1 | 5 |
| Template-free Prompt Tuning for Few-shot NER | Sep 28, 2021 | Few-Shot LearningFew-shot NER | CodeCode Available | 1 | 5 |
| Human Activity Recognition from Wearable Sensor Data Using Self-Attention | Mar 17, 2020 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 1 | 5 |
| AT-ST: Self-Training Adaptation Strategy for OCR in Domains with Limited Transcriptions | Apr 27, 2021 | Optical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| Dynamic Kernel Matching for Non-conforming Data: A Case Study of T-cell Receptor Datasets | Mar 18, 2021 | | CodeCode Available | 1 | 5 |
| Lifelong Language Knowledge Distillation | Oct 5, 2020 | Knowledge DistillationLanguage Modelling | CodeCode Available | 1 | 5 |
| Masked-Attention Diffusion Guidance for Spatially Controlling Text-to-Image Generation | Aug 11, 2023 | Image Generationtext-guided-image-editing | CodeCode Available | 1 | 5 |
| Dynamic Dual Gating Neural Networks | Jan 1, 2021 | Dynamic neural networks | CodeCode Available | 1 | 5 |
| COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality | Dec 11, 2021 | Activity RecognitionGroup Activity Recognition | CodeCode Available | 1 | 5 |
| Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection | Jul 26, 2021 | | CodeCode Available | 1 | 5 |
| SOWA: Adapting Hierarchical Frozen Window Self-Attention to Visual-Language Models for Better Anomaly Detection | Jul 4, 2024 | Anomaly Detection | CodeCode Available | 1 | 5 |
| Robust Equivariant Imaging: a fully unsupervised framework for learning to image from noisy and partial measurements | Nov 25, 2021 | Self-Supervised Learning | CodeCode Available | 1 | 5 |
| PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees | Feb 13, 2020 | Gaussian ProcessesGeneralization Bounds | CodeCode Available | 1 | 5 |
| Orientation Attentive Robotic Grasp Synthesis with Augmented Grasp Map Representation | Jun 9, 2020 | Grasp GenerationRobotic Grasping | CodeCode Available | 1 | 5 |
| SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness | Sep 21, 2020 | Data Augmentation | CodeCode Available | 1 | 5 |
| TorchMD: A deep learning framework for molecular simulations | Dec 22, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
| EndoSLAM Dataset and An Unsupervised Monocular Visual Odometry and Depth Estimation Approach for Endoscopic Videos: Endo-SfMLearner | Jun 30, 2020 | BenchmarkingDepth Estimation | CodeCode Available | 1 | 5 |
| Mutual Information Gradient Estimation for Representation Learning | May 3, 2020 | Representation Learning | CodeCode Available | 1 | 5 |
| BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model | Apr 4, 2024 | Representation Learning | CodeCode Available | 1 | 5 |
| Lale: Consistent Automated Machine Learning | Jul 4, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |