Application Areas

SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation ICCV 2021 Sequence-Level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models Interspeech 2021 Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving ACL 2021 Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts ICML 2021 Sexism in the Judiciary: The Importance of Bias Definition in NLP and In Our Courts ACL 2021 SGD Generalizes Better Than GD (And Regularization Doesn’t Help) COLT 2021 SGD with low-dimensional gradients with applications to private and distributed learning UAI 2021 Shades of BLEU, Flavours of Success: The Case of MultiWOZ ACL 2021 Shape-Biased Domain Generalization via Shock Graph Embeddings ICCV 2021 Shapeshifter: a Parameter-efficient Transformer using Factorized Reshaped Matrices NeurIPS 2021 Shape-Texture Debiased Neural Network Training ICLR 2021 Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data NeurIPS 2021 Ship Compute or Ship Data? Why Not Both? NSDI 2021 Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning EMNLP 2021 Should we find another model?: Improving Neural Machine Translation Performance with ONE-Piece Tokenization Method without Model Modification NAACL 2021 Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching AAAI 2021 Shrinking Bigfoot: Reducing wav2vec 2.0 footprint EMNLP 2021 Shuffled Model of Differential Privacy in Federated Learning AISTATS 2021 SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels ICML 2021 SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages ACL 2021 SIGTYP 2021 Shared Task: Robust Spoken Language Identification NAACL 2021 Silent versus Modal Multi-Speaker Speech Recognition from Ultrasound and Video Interspeech 2021 Sim and Real: Better Together NeurIPS 2021 SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement NeurIPS 2021 SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo CoRL 2021