| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Multi-Task Learning for Dense Prediction Tasks: A Survey | Apr 28, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| Smooth activations and reproducibility in deep networks | Oct 20, 2020 | | CodeCode Available | 1 | 5 |
| Homomorphism Autoencoder -- Learning Group Structured Representations from Observed Transitions | Jul 25, 2022 | Open-Ended Question AnsweringRepresentation Learning | CodeCode Available | 1 | 5 |
| Quantum Generative Models for Small Molecule Drug Discovery | Jan 9, 2021 | Drug Discovery | CodeCode Available | 1 | 5 |
| Visually Grounded Continual Learning of Compositional Phrases | May 2, 2020 | Continual LearningGrounded language learning | CodeCode Available | 1 | 5 |
| Incorporating External Knowledge to Enhance Tabular Reasoning | Apr 9, 2021 | Natural Language Inference | CodeCode Available | 1 | 5 |
| HCQA @ Ego4D EgoSchema Challenge 2024 | Jun 22, 2024 | Caption Generation | CodeCode Available | 1 | 5 |
| Infant Crying Detection in Real-World Environments | May 12, 2020 | Event DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| SiENet: Siamese Expansion Network for Image Extrapolation | Jul 8, 2020 | DecoderImage Inpainting | CodeCode Available | 1 | 5 |
| Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features | Oct 17, 2021 | ClassificationGenre classification | CodeCode Available | 1 | 5 |
| Rethinking Graph Regularization for Graph Neural Networks | Sep 4, 2020 | Node ClassificationRepresentation Learning | CodeCode Available | 1 | 5 |
| Multi-View Causal Representation Learning with Partial Observability | Nov 7, 2023 | Contrastive LearningDisentanglement | CodeCode Available | 1 | 5 |
| Knowledge Base Completion for Constructing Problem-Oriented Medical Records | Apr 27, 2020 | Knowledge Base Completion | CodeCode Available | 1 | 5 |
| Single Deep Counterfactual Regret Minimization | Jan 22, 2019 | counterfactual | CodeCode Available | 1 | 5 |
| Self-Constructing Graph Convolutional Networks for Semantic Labeling | Mar 15, 2020 | Graph ReconstructionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Multi-shot Temporal Event Localization: a Benchmark | Dec 17, 2020 | Action LocalizationTemporal Action Localization | CodeCode Available | 1 | 5 |
| Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development | Sep 15, 2020 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 | 5 |
| Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning | Sep 30, 2020 | Document SummarizationMulti-Document Summarization | CodeCode Available | 1 | 5 |
| Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training | Aug 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection | Jun 19, 2020 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 | 5 |
| Modelling Latent Translations for Cross-Lingual Transfer | Jul 23, 2021 | Cross-Lingual TransferFew-Shot Learning | CodeCode Available | 1 | 5 |
| Image Shape Manipulation from a Single Augmented Training Sample | Sep 13, 2021 | Image GenerationImage Manipulation | CodeCode Available | 1 | 5 |
| Transporting Causal Mechanisms for Unsupervised Domain Adaptation | Jul 23, 2021 | Domain AdaptationUnsupervised Domain Adaptation | CodeCode Available | 1 | 5 |
| Structure-Invariant Testing for Machine Translation | Jul 19, 2019 | Dependency ParsingMachine Translation | CodeCode Available | 1 | 5 |
| BLiMP: The Benchmark of Linguistic Minimal Pairs for English | Dec 2, 2019 | | CodeCode Available | 1 | 5 |
| Functional optimal transport: map estimation and domain adaptation for functional data | Feb 7, 2021 | Domain AdaptationTransfer Learning | CodeCode Available | 1 | 5 |
| A Consistently Fast and Globally Optimal Solution to the Perspective-n-Point Problem | Aug 1, 2020 | | CodeCode Available | 1 | 5 |
| Improved Residual Networks for Image and Video Recognition | Apr 10, 2020 | Action Recognitionimage-classification | CodeCode Available | 1 | 5 |
| Towards Federated Bayesian Network Structure Learning with Continuous Optimization | Oct 18, 2021 | Federated Learning | CodeCode Available | 1 | 5 |
| Gaussian Process Probes (GPP) for Uncertainty-Aware Probing | Sep 21, 2023 | | CodeCode Available | 1 | 5 |
| Fairness in Ranking under Uncertainty | Jul 14, 2021 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| The ROOTS Search Tool: Data Transparency for LLMs | Feb 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Scalable Graph Neural Networks via Bidirectional Propagation | Oct 29, 2020 | Graph Sampling | CodeCode Available | 1 | 5 |
| Steerable Partial Differential Operators for Equivariant Neural Networks | Jun 18, 2021 | Deep Learning | CodeCode Available | 1 | 5 |
| When Machine Learning Meets Quantum Computers: A Case Study | Dec 18, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 1 | 5 |
| Triplet-Watershed for Hyperspectral Image Classification | Mar 17, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Weakly Supervised Visual Semantic Parsing | Jan 8, 2020 | Graph GenerationImage Retrieval | CodeCode Available | 1 | 5 |
| Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs | Jul 5, 2020 | Graph Neural NetworkMeta-Learning | CodeCode Available | 1 | 5 |
| MOOD: Multi-level Out-of-distribution Detection | Apr 30, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 | 5 |
| Equivariant Neural Rendering | Jun 13, 2020 | Neural Rendering | CodeCode Available | 1 | 5 |
| Essential Matrix Estimation using Convex Relaxations in Orthogonal Space | Jan 1, 2023 | | CodeCode Available | 1 | 5 |
| Hierarchical Image Classification using Entailment Cone Embeddings | Apr 2, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Robust Open-Vocabulary Translation from Visual Text Representations | Apr 16, 2021 | Machine TranslationTranslation | CodeCode Available | 1 | 5 |
| Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation | Apr 29, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| DualGAN: Unsupervised Dual Learning for Image-to-Image Translation | Apr 8, 2017 | Image-to-Image TranslationTranslation | CodeCode Available | 1 | 5 |
| MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library | Apr 16, 2020 | Model extractionMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| PySAD: A Streaming Anomaly Detection Framework in Python | Sep 5, 2020 | Anomaly Detection | CodeCode Available | 1 | 5 |
| ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation | Jun 9, 2021 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 | 5 |
| Temporal Convolutional Attention Neural Networks for Time Series Forecasting | Sep 23, 2021 | Multivariate Time Series ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 1 | 5 |
