| BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving | May 19, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements | Mar 21, 2023 | Multi-Task Learning | CodeCode Available | 2 | 5 |
| MAGVIT: Masked Generative Video Transformer | Dec 10, 2022 | Multi-Task LearningText-to-Video Generation | CodeCode Available | 2 | 5 |
| Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning | Oct 24, 2019 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 2 | 5 |
| LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection | Jan 24, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPT | Oct 7, 2023 | Audio captioningAutomatic Speech Recognition | CodeCode Available | 2 | 5 |
| BridgeData V2: A Dataset for Robot Learning at Scale | Aug 24, 2023 | Imitation LearningMulti-Task Learning | CodeCode Available | 2 | 5 |
| LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin | Dec 15, 2023 | Language ModellingMixture-of-Experts | CodeCode Available | 2 | 5 |
| Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth Estimation | Apr 3, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| In-BoXBART: Get Instructions into Biomedical Multi-Task Learning | Apr 15, 2022 | Few-Shot LearningMulti-Task Learning | CodeCode Available | 2 | 5 |
| A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction | Dec 17, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 2 | 5 |
| Joint Perception and Prediction for Autonomous Driving: A Survey | Dec 18, 2024 | Autonomous Drivingmotion prediction | CodeCode Available | 2 | 5 |
| LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch | Sep 4, 2024 | Evolutionary AlgorithmsFairness | CodeCode Available | 2 | 5 |
| GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding | Nov 16, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 | 5 |
| Fast and Accurate Blind Flexible Docking | Feb 20, 2025 | Blind DockingComputational Efficiency | CodeCode Available | 2 | 5 |
| ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning | Nov 22, 2021 | DenoisingMulti-Task Learning | CodeCode Available | 2 | 5 |
| Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning | Jun 6, 2024 | Multi-Task LearningVulnerability Detection | CodeCode Available | 2 | 5 |
| Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks | Aug 20, 2024 | Multi-agent Reinforcement LearningMulti-Task Learning | CodeCode Available | 2 | 5 |
| Diffusion-based Visual Anagram as Multi-task Learning | Dec 3, 2024 | DenoisingMulti-Task Learning | CodeCode Available | 2 | 5 |
| EGTR: Extracting Graph from Transformer for Scene Graph Generation | Apr 2, 2024 | Graph GenerationMulti-Task Learning | CodeCode Available | 2 | 5 |
| Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives | Feb 5, 2024 | Continual LearningMulti-Task Learning | CodeCode Available | 2 | 5 |
| Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding | Nov 4, 2020 | Multi-Task LearningScene Understanding | CodeCode Available | 2 | 5 |
| AdapterFusion: Non-Destructive Task Composition for Transfer Learning | May 1, 2020 | Language ModellingMulti-Task Learning | CodeCode Available | 2 | 5 |
| InvPT++: Inverted Pyramid Multi-Task Transformer for Visual Scene Understanding | Jun 8, 2023 | DecoderMulti-Task Learning | CodeCode Available | 2 | 5 |
| NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals | Aug 27, 2024 | EEGElectroencephalogram (EEG) | CodeCode Available | 2 | 5 |
