multi-task learning

MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception CVPR 2025 ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology ICCV 2025 MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts NAACL 2025 MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning ACL 2025 MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning COLING 2025 MotionLab: Unified Human Motion Generation and Editing via the Motion-Condition-Motion Paradigm ICCV 2025 Mr. DETR: Instructive Multi-Route Training for Detection Transformers CVPR 2025 MSA2: Multi-task Framework with Structure-aware and Style-adaptive Character Representation for Open-set Chinese Text Recognition ICCV 2025 MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025 MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction IJCAI 2025 MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning AAAI 2025 MTSAM: Multi-Task Fine-Tuning for Segment Anything Model ICLR 2025 Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective AAAI 2025 Multilingual Speech Assessment Using Cross-Attention and Multitask Learning Interspeech 2025 Multimodal and Multitask Learning for Predicting Multiple Scores in L2 English Speech Interspeech 2025 Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning AAAI 2025 Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning IJCAI 2025 Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion Interspeech 2025 Multi-Modal Multi-Task Unified Embedding Model (M3T-UEM): A Task-Adaptive Representation Learning Framework ICCV 2025 Multi-Scale Graph Learning for Anti-Sparse Downscaling AAAI 2025 Multi-session, multi-task neural decoding from distinct cell-types and brain regions ICLR 2025 Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries ACL 2025 Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025 Multi-Task Dense Predictions via Unleashing the Power of Diffusion ICLR 2025 Multi-Task Learning approach to identify sentences with impact and affected location in a disaster news report ACL 2025