| Ditto: Fair and Robust Federated Learning Through Personalization | Dec 8, 2020 | FairnessFederated Learning | CodeCode Available | 1 |
| EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING | Dec 7, 2020 | Computational EfficiencyContinual Learning | CodeCode Available | 1 |
| Detecting 32 Pedestrian Attributes for Autonomous Vehicles | Dec 4, 2020 | AttributeAutonomous Driving | CodeCode Available | 1 |
| Learning Class-Transductive Intent Representations for Zero-shot Intent Detection | Dec 3, 2020 | Intent DetectionMulti-Task Learning | CodeCode Available | 1 |
| Learning Spatial Attention for Face Super-Resolution | Dec 2, 2020 | Face ParsingImage Super-Resolution | CodeCode Available | 1 |
| Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need | Dec 1, 2020 | AllMulti-Task Learning | CodeCode Available | 1 |
| Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-TaskLearning for Offensive Language Detection | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching | Dec 1, 2020 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models | Dec 1, 2020 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| A Recurrent Vision-and-Language BERT for Navigation | Nov 26, 2020 | Decision MakingDecoder | CodeCode Available | 1 |
| UP-DETR: Unsupervised Pre-training for Object Detection with Transformers | Nov 18, 2020 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| Anomaly Detection in Video via Self-Supervised and Multi-Task Learning | Nov 15, 2020 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 |
| Context-Aware Answer Extraction in Question Answering | Nov 5, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| MTLB-STRUCT @PARSEME 2020: Capturing Unseen Multiword Expressions Using Multi-task Learning and Pre-trained Masked Language Models | Nov 4, 2020 | Multi-Task Learning | CodeCode Available | 1 |
| Not a cute stroke: Analysis of Rule- and Neural Network-based Information Extraction Systems for Brain Radiology Reports | Nov 1, 2020 | Multi-Task LearningNegation | CodeCode Available | 1 |
| Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning | Nov 1, 2020 | Multi-Task Learningreinforcement-learning | CodeCode Available | 1 |
| APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning | Nov 1, 2020 | Argument Pair Extraction (APE)Multi-Task Learning | CodeCode Available | 1 |
| Leveraging speaker attribute information using multi task learning for speaker verification and diarization | Oct 27, 2020 | AttributeMulti-Task Learning | CodeCode Available | 1 |
| Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation | Oct 24, 2020 | Knowledge DistillationMachine Translation | CodeCode Available | 1 |
| A Frustratingly Easy Approach for Entity and Relation Extraction | Oct 24, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 |
| A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation | Oct 21, 2020 | Dialogue GenerationLanguage Modelling | CodeCode Available | 1 |
| Open-Domain Frame Semantic Parsing Using Transformers | Oct 21, 2020 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| Pedestrian Intention Prediction: A Multi-task Perspective | Oct 20, 2020 | Autonomous VehiclesMulti-Task Learning | CodeCode Available | 1 |
| Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models | Oct 12, 2020 | Machine TranslationMulti-Task Learning | CodeCode Available | 1 |
| Deep Multi-Task Learning for SSVEP Detection and Visual Response Mapping | Oct 10, 2020 | Electroencephalogram (EEG)Multi-Task Learning | CodeCode Available | 1 |
| Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments | Oct 10, 2020 | Dialect IdentificationLanguage Modeling | CodeCode Available | 1 |
| Learning the Pareto Front with Hypernetworks | Oct 8, 2020 | FairnessMultiobjective Optimization | CodeCode Available | 1 |
| Improving AMR Parsing with Sequence-to-Sequence Pre-training | Oct 5, 2020 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| A Multi-task Learning Framework for Opinion Triplet Extraction | Oct 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale | Oct 2, 2020 | Answer SelectionCommunity Question Answering | CodeCode Available | 1 |
| RRPN++: Guidance Towards More Accurate Scene Text Detection | Sep 28, 2020 | Multi-Task LearningScene Text Detection | CodeCode Available | 1 |
| Label-Efficient Multi-Task Segmentation using Contrastive Learning | Sep 23, 2020 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 |
| Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data | Sep 19, 2020 | Multi-Task LearningNatural Language Inference | CodeCode Available | 1 |
| Multi-Loss Weighting with Coefficient of Variations | Sep 3, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| A Survey on Negative Transfer | Sep 2, 2020 | Lifelong learningMulti-Task Learning | CodeCode Available | 1 |
| Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection | Aug 17, 2020 | Event DetectionMultiple Instance Learning | CodeCode Available | 1 |
| MultiCheXNet: A Multi-Task Learning Deep Network For Pneumonia-like Diseases Diagnosis From X-ray Scans | Aug 5, 2020 | Multi-Task LearningTransfer Learning | CodeCode Available | 1 |
| PlugNet: Degradation Aware Scene Text Recognition Supervised by a Pluggable Super-Resolution Unit | Aug 1, 2020 | DiversityMulti-Task Learning | CodeCode Available | 1 |
| Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference | Jul 24, 2020 | Incremental LearningMulti-Task Learning | CodeCode Available | 1 |
| A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data | Jul 20, 2020 | Few-Shot LearningMulti-Task Learning | CodeCode Available | 1 |
| Knowledge Distillation for Multi-task Learning | Jul 14, 2020 | Knowledge DistillationMulti-Task Learning | CodeCode Available | 1 |
| An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models | Jul 14, 2020 | DiversityMulti-Task Learning | CodeCode Available | 1 |
| Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates | Jul 2, 2020 | Deep AttentionImage Segmentation | CodeCode Available | 1 |
| Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis | Jul 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality | Jul 1, 2020 | Multimodal Sentiment AnalysisMulti-Task Learning | CodeCode Available | 1 |
| Efficient Continuous Pareto Exploration in Multi-Task Learning | Jun 29, 2020 | BIG-bench Machine LearningMultiobjective Optimization | CodeCode Available | 1 |
| Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning | Jun 23, 2020 | Knowledge GraphsMulti-Task Learning | CodeCode Available | 1 |
| Improving Image Captioning with Better Use of Captions | Jun 21, 2020 | Caption GenerationImage Captioning | CodeCode Available | 1 |
| When Does Self-Supervision Help Graph Convolutional Networks? | Jun 16, 2020 | Multi-Task LearningRepresentation Learning | CodeCode Available | 1 |
| Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation | Jun 12, 2020 | Multi-Task LearningSession-Based Recommendations | CodeCode Available | 1 |
