Domain Adaptation

Source-Free Domain Adaptation via Distribution Estimation CVPR 2022 Source-Free Object Detection by Learning To Overlook Domain Style CVPR 2022 Speaker recognition-assisted robust audio deepfake detection Interspeech 2022 Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022 Spectral Unsupervised Domain Adaptation for Visual Recognition CVPR 2022 Speech Audio Corrector: using speech from non-target speakers for one-off correction of mispronunciations in grapheme-input text-to-speech Interspeech 2022 SpeechEQ: Speech Emotion Recognition based on Multi-scale Unified Datasets and Multitask Learning Interspeech 2022 Spherical Message Passing for 3D Molecular Graphs ICLR 2022 SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer ACL 2022 SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization ICML 2022 Stability-Driven Contact Reconstruction From Monocular Color Images CVPR 2022 Stanceosaurus: Classifying Stance Towards Multicultural Misinformation EMNLP 2022 Stereoscopic Universal Perturbations Across Different Architectures and Datasets CVPR 2022 Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses ICML 2022 Structural Bias for Aspect Sentiment Triplet Extraction COLING 2022 Structured Semantic Transfer for Multi-Label Recognition with Partial Labels AAAI 2022 Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs COLING 2022 Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation AAAI 2022 Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition EMNLP 2022 StylizedNeRF: Consistent 3D Scene Stylization As Stylized NeRF via 2D-3D Mutual Learning CVPR 2022 Subsidiary Prototype Alignment for Universal Domain Adaptation NeurIPS 2022 Supervised and Unsupervised Evaluation of Synthetic Code-Switching COLING 2022 Supervised Dimensionality Reduction and Visualization using Centroid-Encoder JMLR 2022 Switch to Generalize: Domain-Switch Learning for Cross-Domain Few-Shot Classification ICLR 2022 Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media EMNLP 2022