Application Areas

Foundations of Bayesian Learning from Synthetic Data AISTATS 2021 FOVEA: Foveated Image Magnification for Autonomous Navigation ICCV 2021 FP-NAS: Fast Probabilistic Neural Architecture Search CVPR 2021 FracBits: Mixed Precision Quantization via Fractional Bit-Widths AAAI 2021 FrameExit: Conditional Early Exiting for Efficient Video Recognition CVPR 2021 Free-rider Attacks on Model Aggregation in Federated Learning AISTATS 2021 Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods Interspeech 2021 FRILL: A Non-Semantic Speech Embedding for Mobile Devices Interspeech 2021 Frivolous Units: Wider Networks Are Not Really That Wide AAAI 2021 From Generalized Zero-Shot Learning to Long-Tail With Class Descriptors WACV 2021 From General to Specific: Informative Scene Graph Generation via Balance Adjustment ICCV 2021 From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text ACL 2021 From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations EMNLP 2021 From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation CVPR 2021 From Toxicity in Online Comments to Incivility in American News: Proceed with Caution EACL 2021 Frugal Optimization for Cost-related Hyperparameters AAAI 2021 FSDR: Frequency Space Domain Randomization for Domain Generalization CVPR 2021 FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization Interspeech 2021 Functionally Regionalized Knowledge Transfer for Low-resource Drug Discovery NeurIPS 2021 Functional Space Analysis of Local GAN Convergence ICML 2021 Funnel Deep Complex U-Net for Phase-Aware Speech Enhancement Interspeech 2021 Future-Guided Incremental Transformer for Simultaneous Translation AAAI 2021 GAIA: A System for Interactive Analysis on Distributed Graphs Using a High-Level Language NSDI 2021 Game of Gradients: Mitigating Irrelevant Clients in Federated Learning AAAI 2021 GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning EMNLP 2021