| Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization | Jan 1, 2020 | Multi-Task Learning | CodeCode Available | 1 |
| Learning from Synthetic Animals | Dec 17, 2019 | Domain AdaptationHuman Parsing | CodeCode Available | 1 |
| Regularizing Deep Multi-Task Networks using Orthogonal Gradients | Dec 14, 2019 | Multi-Task Learning | CodeCode Available | 1 |
| CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning | Nov 24, 2019 | Entity Extraction using GANMulti-Task Learning | CodeCode Available | 1 |
| Forgetting to learn logic programs | Nov 15, 2019 | Inductive logic programmingMulti-Task Learning | CodeCode Available | 1 |
| On the Detection of Digital Face Manipulation | Oct 3, 2019 | Binary ClassificationFace Detection | CodeCode Available | 1 |
| Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses | Sep 12, 2019 | AttributeLung Cancer Diagnosis | CodeCode Available | 1 |
| Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals | Jul 31, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis | Jun 17, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts | Jun 4, 2019 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition | May 27, 2019 | DecoderLanguage Modelling | CodeCode Available | 1 |
| RetinaFace: Single-stage Dense Face Localisation in the Wild | May 2, 2019 | Face DetectionFace Verification | CodeCode Available | 1 |
| Large Scale Holistic Video Understanding | Apr 25, 2019 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment | Apr 8, 2019 | Action ClassificationAction Quality Assessment | CodeCode Available | 1 |
| Language Models are Unsupervised Multitask Learners | Feb 14, 2019 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 1 |
| Peeking into the Future: Predicting Future Person Activities and Locations in Videos | Feb 11, 2019 | Activity PredictionFuture prediction | CodeCode Available | 1 |
| LEAF: A Benchmark for Federated Settings | Dec 3, 2018 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems | Aug 27, 2018 | Multi-Task Learningquantile regression | CodeCode Available | 1 |
| CentralNet: a Multilayer Approach for Multimodal Fusion | Aug 22, 2018 | Multi-Task Learning | CodeCode Available | 1 |
| How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs | Aug 1, 2018 | Multi-Task LearningTransfer Learning | CodeCode Available | 1 |
| End-to-End Multi-Task Learning with Attention | Mar 28, 2018 | image-classificationMulti-Task Learning | CodeCode Available | 1 |
| The ApolloScape Open Dataset for Autonomous Driving and its Application | Mar 16, 2018 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Semantic Line Detection and Its Applications | Oct 1, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics | May 19, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| SGCL: Unifying Self-Supervised and Supervised Learning for Graph Recommendation | Jul 17, 2025 | Collaborative FilteringContrastive Learning | —Unverified | 0 |
