| Multi-Behavior Recommendation with Personalized Directed Acyclic Behavior Graphs | Dec 9, 2024 | BenchmarkingComputational Efficiency | CodeCode Available | 1 |
| UrbanDiT: A Foundation Model for Open-World Urban Spatio-Temporal Learning | Nov 19, 2024 | ImputationMulti-Task Learning | CodeCode Available | 1 |
| Efficient Depth Estimation for Unstable Stereo Camera Systems on AR Glasses | Nov 15, 2024 | Depth EstimationMulti-Task Learning | CodeCode Available | 1 |
| STTATTS: Unified Speech-To-Text And Text-To-Speech Model | Oct 24, 2024 | Multi-Task Learningspeech-recognition | CodeCode Available | 1 |
| Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework | Oct 14, 2024 | Data SummarizationMulti-Task Learning | CodeCode Available | 1 |
| MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning | Oct 12, 2024 | Domain AdaptationMulti-Task Learning | CodeCode Available | 1 |
| DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation | Oct 3, 2024 | Multi-Task LearningObject Recognition | CodeCode Available | 1 |
| Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE | Sep 26, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Static for Dynamic: Towards a Deeper Understanding of Dynamic Facial Expressions Using Static Expression Data | Sep 10, 2024 | Dynamic Facial Expression RecognitionFacial Expression Recognition | CodeCode Available | 1 |
| Customizing Language Models with Instance-wise LoRA for Sequential Recommendation | Aug 19, 2024 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 1 |
| Multi-task Heterogeneous Graph Learning on Electronic Health Records | Aug 14, 2024 | Causal InferenceDenoising | CodeCode Available | 1 |
| RepVF: A Unified Vector Fields Representation for Multi-task 3D Perception | Jul 15, 2024 | 3D Lane Detection3D Object Detection | CodeCode Available | 1 |
| Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic | Jul 9, 2024 | ClassificationDisentanglement | CodeCode Available | 1 |
| MTL-Split: Multi-Task Learning for Edge Devices using Split Computing | Jul 8, 2024 | Multi-Task Learning | CodeCode Available | 1 |
| Uni-DVPS: Unified Model for Depth-Aware Video Panoptic Segmentation | Jul 1, 2024 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| MT2ST: Adaptive Multi-Task to Single-Task Learning | Jun 26, 2024 | Multi-Task LearningWord Embeddings | CodeCode Available | 1 |
| Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration | Jun 25, 2024 | Change DetectionMulti-Task Learning | CodeCode Available | 1 |
| Towards Efficient Pareto Set Approximation via Mixture of Experts Based Model Fusion | Jun 14, 2024 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 1 |
| DeepUnifiedMom: Unified Time-series Momentum Portfolio Construction via Multi-Task Learning with Multi-Gate Mixture of Experts | Jun 13, 2024 | ManagementMixture-of-Experts | CodeCode Available | 1 |
| Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training | May 31, 2024 | HallucinationMulti-Task Learning | CodeCode Available | 1 |
| GS-Phong: Meta-Learned 3D Gaussians for Relightable Novel View Synthesis | May 31, 2024 | Bilevel OptimizationMeta-Learning | CodeCode Available | 1 |
| Detection-Correction Structure via General Language Model for Grammatical Error Correction | May 28, 2024 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 1 |
| GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning | May 25, 2024 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| End-to-End Real-World Polyphonic Piano Audio-to-Score Transcription with Hierarchical Decoding | May 22, 2024 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection | May 18, 2024 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 |
