Domain Adaptation

Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER EMNLP 2023 Structure Flow-Guided Network for Real Depth Super-resolution AAAI 2023 Structure-informed Language Models Are Protein Designers ICML 2023 StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation ICCV 2023 Subspace Identification for Multi-Source Domain Adaptation NeurIPS 2023 SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets ICCV 2023 Surgical Fine-Tuning Improves Adaptation to Distribution Shifts ICLR 2023 SuryaKiran at PragTag 2023 - Benchmarking Domain Adaptation using Masked Language Modeling in Natural Language Processing For Specialized Data EMNLP 2023 SUSTAINABLESIGNALS: An AI Approach for Inferring Consumer Product Sustainability IJCAI 2023 SUST_Black Box at BLP-2023 Task 1: Detecting Communal Violence in Texts: An Exploration of MLM and Weighted Ensemble Techniques EMNLP 2023 SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains EACL 2023 SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition AAAI 2023 Syllogistic Reasoning for Legal Judgment Analysis EMNLP 2023 Synthetic Data, Real Errors: How (Not) to Publish and Use Synthetic Data ICML 2023 Synthetic-to-Real Pose Estimation with Geometric Reconstruction NeurIPS 2023 Tackling Data Heterogeneity in Federated Learning with Class Prototypes AAAI 2023 TADA: Efficient Task-Agnostic Domain Adaptation for Transformers ACL 2023 TADA : Task Agnostic Dialect Adapters for English ACL 2023 TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract) AAAI 2023 Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval AAAI 2023 Tailored Real-Time Call Summarization System for Contact Centers Interspeech 2023 Target-Aware Generative Augmentations for Single-Shot Adaptation ICML 2023 Tartarus: A Benchmarking Platform for Realistic And Practical Inverse Molecular Design NeurIPS 2023 Task Agnostic Restoration of Natural Video Dynamics ICCV 2023 Task-aware Adaptive Learning for Cross-domain Few-shot Learning ICCV 2023