Domain Adaptation

Feature Distribution Matching for Federated Domain Generalization ACML 2022 Federated Domain Adaptation for ASR with Full Self-Supervision Interspeech 2022 Federated Learning with Noisy User Feedback NAACL 2022 Federated Multi-Target Domain Adaptation WACV 2022 Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022 Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment CVPR 2022 Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline COLING 2022 (f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022 FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022 Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning EMNLP 2022 Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022 Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution ICLR 2022 Fine-tuning Transformers with Additional Context to Classify Discursive Moves in Mathematics Classrooms NAACL 2022 FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers ICML 2022 FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings NeurIPS 2022 Flowstorm: Open-Source Platform with Hybrid Dialogue Architecture NAACL 2022 FORCE: A Framework of Rule-Based Conversational Recommender System AAAI 2022 Formant Estimation and Tracking using Probabilistic Heat-Maps Interspeech 2022 FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022 FR: Folded Rationalization with a Unified Encoder NeurIPS 2022 From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains ACL 2022 Frozen Pretrained Transformers as Universal Computation Engines AAAI 2022 Frustratingly Easy Transferability Estimation ICML 2022 Full-Range Virtual Try-On With Recurrent Tri-Level Transform CVPR 2022 Fundamental Limits and Tradeoffs in Invariant Representation Learning JMLR 2022