{"total":23,"rows":[{"id":"2206.06488","title":"Multimodal Learning with Transformers: A Survey","created":"2022-06-13","cited_by_count":400,"area":null},{"id":"2102.10772","title":"UniT: Multimodal Multitask Learning with a Unified Transformer","created":"2021-02-22","cited_by_count":195,"area":null},{"id":"2311.05709","title":"OmniVec: Learning robust representations with cross modal sharing","created":"2023-11-07","cited_by_count":44,"area":null},{"id":"2302.10909","title":"Multi-modal Machine Learning in Engineering Design: A Review and Future Directions","created":"2023-02-14","cited_by_count":27,"area":null},{"id":"2210.16822","title":"Towards Versatile Embodied Navigation","created":"2022-10-30","cited_by_count":26,"area":null},{"id":"2203.08543","title":"Integrating Language Guidance into Vision-based Deep Metric Learning","created":"2022-03-16","cited_by_count":19,"area":null},{"id":"2507.13364","title":"OmniVec2 -- A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning","created":"2025-07-06","cited_by_count":14,"area":null},{"id":"2401.10222","title":"Supervised Fine-tuning in turn Improves Visual Foundation Models","created":"2024-01-18","cited_by_count":13,"area":null},{"id":"2210.06989","title":"Multi-Task Meta Learning: learn how to adapt to unseen tasks","created":"2022-10-13","cited_by_count":8,"area":null},{"id":"2212.04231","title":"Harnessing the Power of Multi-Task Pretraining for Ground-Truth Level Natural Language Explanations","created":"2022-12-08","cited_by_count":6,"area":null},{"id":"2302.08063","title":"MINOTAUR: Multi-task Video Grounding From Multimodal Queries","created":"2023-02-16","cited_by_count":6,"area":null},{"id":"2310.00887","title":"GRID: A Platform for General Robot Intelligence Development","created":"2023-10-02","cited_by_count":6,"area":null},{"id":"2104.04000","title":"Software/Hardware Co-design for Multi-modal Multi-task Learning in Autonomous Systems","created":"2021-04-08","cited_by_count":4,"area":null},{"id":"2107.13054","title":"Exceeding the Limits of Visual-Linguistic Multi-Task Learning","created":"2021-07-27","cited_by_count":3,"area":null},{"id":"2208.10758","title":"Learning More May Not Be Better: Knowledge Transferability in Vision and Language Tasks","created":"2022-08-23","cited_by_count":3,"area":null},{"id":"2305.17305","title":"DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning","created":"2023-05-26","cited_by_count":3,"area":null},{"id":"2505.06291","title":"ALFEE: Adaptive Large Foundation Model for EEG Representation","created":"2025-05-07","cited_by_count":3,"area":null},{"id":"2202.06987","title":"ASC me to Do Anything: Multi-task Training for Embodied AI","created":"2022-02-14","cited_by_count":1,"area":null},{"id":"2308.08234","title":"Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey","created":"2023-08-16","cited_by_count":1,"area":null},{"id":"2303.12489","title":"Few-shot Multimodal Multitask Multilingual Learning","created":"2023-02-19","cited_by_count":0,"area":null},{"id":"2305.01151","title":"Early Classifying Multimodal Sequences","created":"2023-05-02","cited_by_count":0,"area":null},{"id":"2307.00226","title":"S-Omninet: Structured Data Enhanced Universal Multimodal Learning Architecture","created":"2023-07-01","cited_by_count":0,"area":null},{"id":"2507.09323","title":"Dynamic Inter-Class Confusion-Aware Encoder for Audio-Visual Fusion in Human Activity Recognition","created":"2025-07-12","cited_by_count":0,"area":null}],"next_cursor":null}