domain adaptation

MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization IJCAI 2024 MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science EMNLP 2024 Memory-Efficient Prompt Tuning for Incremental Histopathology Classification AAAI 2024 MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation ICLR 2024 Meta-Crafting: Improved Detection of Out-of-Distributed Texts via Crafting Metadata Space (Student Abstract) AAAI 2024 Mind the Gap Between Prototypes and Images in Cross-domain Finetuning NeurIPS 2024 Minimizing f-Divergences by Interpolating Velocity Fields ICML 2024 Mitigating Linguistic Artifacts in Emotion Recognition for Conversations from TV Scripts to Daily Conversations COLING 2024 Mitigating Overfitting in Structured Pruning of ASR Models with Gradient-Guided Parameter Regularization Interspeech 2024 Mixed Children/Adult/Childrenized Fine-Tuning for Children’s ASR: How to Reduce Age Mismatch and Speaking Style Mismatch Interspeech 2024 Mixture-of-LoRAs: An Efficient Multitask Tuning Method for Large Language Models COLING 2024 Mixup-Induced Domain Extrapolation for Domain Generalization AAAI 2024 Modality-Collaborative Test-Time Adaptation for Action Recognition CVPR 2024 Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024 MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision CVPR 2024 Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization JMLR 2024 MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning WACV 2024 More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024 M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering ACL 2024 MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation CVPR 2024 MSciNLI: A Diverse Benchmark for Scientific Natural Language Inference NAACL 2024 Multi-Agent Domain Calibration with a Handful of Offline Data NeurIPS 2024 Multi-Domain Incremental Learning for Face Presentation Attack Detection AAAI 2024 Multi-Domain Recommendation to Attract Users via Domain Preference Modeling AAAI 2024 Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition AAAI 2024