Application Areas

TINA: Textual Inference with Negation Augmentation EMNLP 2022 TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources IJCAI 2022 Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022 Tiny-Sepformer: A Tiny Time-Domain Transformer Network For Speech Separation Interspeech 2022 ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery NeurIPS 2022 To Find Waldo You Need Contextual Cues: Debiasing Who’s Waldo ACL 2022 To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding IJCAI 2022 TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation NeurIPS 2022 Token and Head Adaptive Transformers for Efficient Natural Language Processing COLING 2022 Token Dropping for Efficient BERT Pretraining ACL 2022 TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers NeurIPS 2022 To Miss-Attend Is to Misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors WACV 2022 Too Brittle to Touch: Comparing the Stability of Quantization and Distillation towards Developing Low-Resource MT Models EMNLP 2022 TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation CVPR 2022 Top-label calibration and multiclass-to-binary reductions ICLR 2022 Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning ICML 2022 To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation EMNLP 2022 TorchXRayVision: A library of chest X-ray datasets and models MIDL 2022 To Trust or Not To Trust Prediction Scores for Membership Inference Attacks IJCAI 2022 Touching a NeRF: Leveraging Neural Radiance Fields for Tactile Sensory Data Generation CoRL 2022 Toward Annotator Group Bias in Crowdsourcing ACL 2022 Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization ICLR 2022 Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities Interspeech 2022 Toward learning human-aligned cross-domain robust models by countering misaligned features UAI 2022 Toward More Meaningful Resources for Lower-resourced Languages ACL 2022