Domain Adaptation

Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors ICML 2024 Overcoming Saturation in Density Ratio Estimation by Iterated Regularization ICML 2024 Overview of Shared Task on Caste and Migration Hate Speech Detection EACL 2024 OxyGenerator: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning ICML 2024 PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization NeurIPS 2024 PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images ICLR 2024 Pairwise Alignment Improves Graph Domain Adaptation ICML 2024 PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining NeurIPS 2024 Parallel Ranking of Ads and Creatives in Real-Time Advertising Systems AAAI 2024 Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR EMNLP 2024 Parameter-Efficient Conversational Recommender System as a Language Processing Task EACL 2024 Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain NAACL 2024 Parameter-efficient Fine-tuning of Speaker-Aware Dynamic Prompts for Speaker Verification Interspeech 2024 Parameter-Efficient Fine-Tuning with Controls ICML 2024 Parameter-Efficient Generation of Natural Language Explanations for Chest X-ray Classification MIDL 2024 Parameter Efficient Self-Supervised Geospatial Domain Adaptation CVPR 2024 ParamISP: Learned Forward and Inverse ISPs using Camera Parameters CVPR 2024 PaReNeRF: Toward Fast Large-scale Dynamic NeRF with Patch-based Reference CVPR 2024 Pay Attention to Target: Relation-Aware Temporal Consistency for Domain Adaptive Video Semantic Segmentation AAAI 2024 PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision NeurIPS 2024 Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers EMNLP 2024 Pearls from Pebbles: Improved Confidence Functions for Auto-labeling NeurIPS 2024 PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation ICML 2024 PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024 PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ACL 2024