| Automatic Severity Classification of Dysarthric speech by using Self-supervised Model with Multi-task Learning | Oct 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Improved Feature Distillation via Projector Ensemble | Oct 27, 2022 | Knowledge DistillationMulti-Task Learning | CodeCode Available | 1 |
| Analyzing Multi-Task Learning for Abstractive Text Summarization | Oct 26, 2022 | Abstractive Text SummarizationMulti-Task Learning | CodeCode Available | 1 |
| M^3ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design | Oct 26, 2022 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 1 |
| Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach | Oct 23, 2022 | FairnessInductive Bias | CodeCode Available | 1 |
| Continued Pretraining for Better Zero- and Few-Shot Promptability | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models | Oct 18, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance | Oct 17, 2022 | Code GenerationConversational Question Answering | CodeCode Available | 1 |
| Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis | Oct 12, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Task Compass: Scaling Multi-task Pre-training with Task Prefix | Oct 12, 2022 | Common Sense ReasoningData Augmentation | CodeCode Available | 1 |
| Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach | Oct 11, 2022 | Domain AdaptationMulti-Task Learning | CodeCode Available | 1 |
| GRANITE: A Graph Neural Network Model for Basic Block Throughput Estimation | Oct 8, 2022 | DecoderGraph Neural Network | CodeCode Available | 1 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 |
| Option-Aware Adversarial Inverse Reinforcement Learning for Robotic Control | Oct 5, 2022 | Imitation LearningMulti-Task Learning | CodeCode Available | 1 |
| CERBERUS: Simple and Effective All-In-One Automotive Perception Model with Multi Task Learning | Oct 3, 2022 | AllMulti-Task Learning | CodeCode Available | 1 |
| Neural Graphical Models | Oct 2, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases | Oct 1, 2022 | Entity DisambiguationForm | CodeCode Available | 1 |
| MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference | Sep 28, 2022 | Collaborative InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization | Sep 2, 2022 | Abstractive Dialogue SummarizationMulti-Task Learning | CodeCode Available | 1 |
| Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning | Aug 23, 2022 | ClassificationDecision Making | CodeCode Available | 1 |
| KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos | Aug 18, 2022 | Interactive RecommendationMulti-Task Learning | CodeCode Available | 1 |
| Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation | Aug 7, 2022 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 |
| Multi-Task Learning for Depression Detection in Dialogs | Jul 21, 2022 | Depression DetectionMulti-Task Learning | CodeCode Available | 1 |
| UFO: Unified Feature Optimization | Jul 21, 2022 | Face RecognitionMulti-Task Learning | CodeCode Available | 1 |
| GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learning | Jul 20, 2022 | Feature EngineeringMulti-Task Learning | CodeCode Available | 1 |
