Application Areas

Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models EACL 2021 Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets ACL 2021 Stochastic Dueling Bandits with Adversarial Corruption ALT 2021 Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks AAAI 2021 Strategic Classification in the Dark ICML 2021 Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks AAAI 2021 Streaming End-to-End ASR Based on Blockwise Non-Autoregressive Models Interspeech 2021 Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation Interspeech 2021 Stream-level Latency Evaluation for Simultaneous Machine Translation EMNLP 2021 Striking a Balance Between Stability and Plasticity for Class-Incremental Learning ICCV 2021 Stronger NAS with Weaker Predictors NeurIPS 2021 Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor ACL 2021 StructuralLM: Structural Pre-training for Form Understanding ACL 2021 Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training NeurIPS 2021 Structured sparsification with joint optimization of group convolution and channel shuffle UAI 2021 Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher ICCV 2021 Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact Verification EMNLP 2021 Student-Teacher Learning From Clean Inputs to Noisy Inputs CVPR 2021 Study of Manifestation of Civil Unrest on Twitter EMNLP 2021 StyleMix: Separating Content and Style for Enhanced Data Augmentation CVPR 2021 Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness EMNLP 2021 STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech Interspeech 2021 Stylistic approaches to predicting Reddit popularity in diglossia ACL 2021 Sub-Bit Neural Networks: Learning To Compress and Accelerate Binary Neural Networks ICCV 2021 Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers EMNLP 2021