Application Areas

Federated Learning with Buffered Asynchronous Aggregation AISTATS 2022 Federated Learning with Noisy User Feedback NAACL 2022 Federated Learning With Position-Aware Neurons CVPR 2022 Federated Model Decomposition with Private Vocabulary for Text Classification EMNLP 2022 Federated Multi-Target Domain Adaptation WACV 2022 Federated Pruning: Improving Neural Network Efficiency with Federated Learning Interspeech 2022 FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition AAAI 2022 FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning ICML 2022 FedNL: Making Newton-Type Methods Applicable to Federated Learning ICML 2022 FedPara: Low-rank Hadamard Product for Communication-Efficient Federated Learning ICLR 2022 FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction NeurIPS 2022 FedSR: A Simple and Effective Domain Generalization Method for Federated Learning NeurIPS 2022 Feeding What You Need by Understanding What You Learned ACL 2022 FeLMi : Few shot Learning with hard Mixup NeurIPS 2022 Fewer Errors, but More Stereotypes? The Effect of Model Size on Gender Bias NAACL 2022 Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022 Few-Shot Backdoor Defense Using Shapley Estimation CVPR 2022 Few-Shot (Dis)Agreement Identification in Online Discussions with Regularized and Augmented Meta-Learning EMNLP 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 Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models NeurIPS 2022 FFM: A Frame Filtering Mechanism To Accelerate Inference Speed For Conformer In Speech Recognition Interspeech 2022 (f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022 FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering EMNLP 2022 FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022