Application Areas

FATNN: Fast and Accurate Ternary Neural Networks ICCV 2021 fBERT: A Neural Transformer for Identifying Offensive Content EMNLP 2021 FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining CVPR 2021 f-Domain Adversarial Learning: Theory and Algorithms ICML 2021 Fearless Steps Challenge Phase-3 (FSC P3): Advancing SLT for Unseen Channel and Mission Data Across NASA Apollo Audio Interspeech 2021 Feature Clustering for Support Identification in Extreme Regions ICML 2021 Feature Importance-Aware Transferable Adversarial Attacks ICCV 2021 FedBN: Federated Learning on Non-IID Features via Local Batch Normalization ICLR 2021 FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space CVPR 2021 Federated Continual Learning with Weighted Inter-client Transfer ICML 2021 Federated f-Differential Privacy AISTATS 2021 Federated Graph Classification over Non-IID Graphs NeurIPS 2021 Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing NeurIPS 2021 Federated Learning of User Verification Models Without Sharing Embeddings ICML 2021 Federated Learning with Compression: Unified Analysis and Sharp Guarantees AISTATS 2021 Federated Learning with Fair Averaging IJCAI 2021 Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization IJCAI 2021 Federated Model Distillation with Noise-Free Differential Privacy IJCAI 2021 FedMix: Approximation of Mixup under Mean Augmented Federated Learning ICLR 2021 FedRec++: Lossless Federated Recommendation with Explicit Feedback AAAI 2021 Few-Shot Class-Incremental Learning via Relation Knowledge Distillation AAAI 2021 Few-shot learning through contextual data augmentation EACL 2021 Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images IJCAI 2021 Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning NAACL 2021 Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision ACL 2021