Application Areas

FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Models Interspeech 2022 FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers ICML 2022 Fixed Neural Network Steganography: Train the images, not the network ICLR 2022 Fixing Model Bugs with Natural Language Patches EMNLP 2022 FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings NeurIPS 2022 Flare7K: A Phenomenological Nighttime Flare Removal Dataset NeurIPS 2022 FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness NeurIPS 2022 Flashlight: Enabling Innovation in Tools for Machine Learning ICML 2022 Flexible Accuracy for Differential Privacy AISTATS 2022 FlexTOE: Flexible TCP Offload with Fine-Grained Parallelism NSDI 2022 FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning ACL 2022 FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning AISTATS 2022 Flowstorm: Open-Source Platform with Hybrid Dialogue Architecture NAACL 2022 FlowVocoder: A small Footprint Neural Vocoder based Normalizing Flow for Speech Synthesis Interspeech 2022 FLVoogd: Robust And Privacy Preserving Federated Learning ACML 2022 FNet: Mixing Tokens with Fourier Transforms NAACL 2022 Focal and Global Knowledge Distillation for Detectors CVPR 2022 FocalClick: Towards Practical Interactive Image Segmentation CVPR 2022 FOCUS: Familiar Objects in Common and Uncommon Settings ICML 2022 FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles AAAI 2022 Focus on the Common Good: Group Distributional Robustness Follows ICLR 2022 FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction NeurIPS 2022 Foiling Training-Time Attacks on Neural Machine Translation Systems EMNLP 2022 FORCE: A Framework of Rule-Based Conversational Recommender System AAAI 2022 Forecasting Asset Dependencies to Reduce Portfolio Risk AAAI 2022