Application Areas

Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming ICML 2022 FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification ACL 2022 Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing NeurIPS 2022 Finding Skill Neurons in Pre-trained Transformer-based Language Models EMNLP 2022 Findings of the WMT 2022 Shared Task on Efficient Translation EMNLP 2022 Findings of the Word-Level AutoCompletion Shared Task in WMT 2022 EMNLP 2022 Finding the Dominant Winning Ticket in Pre-Trained Language Models ACL 2022 Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks ICML 2022 Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT ACL 2022 Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning EMNLP 2022 Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022 Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution ICLR 2022 Fine-Tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning CVPR 2022 Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees NeurIPS 2022 Fine-tuning language models to find agreement among humans with diverse preferences NeurIPS 2022 Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively NeurIPS 2022 Fine-tuning Transformers with Additional Context to Classify Discursive Moves in Mathematics Classrooms NAACL 2022 Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations CVPR 2022 Finite Sample Analysis of Mean-Volatility Actor-Critic for Risk-Averse Reinforcement Learning AISTATS 2022 Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications ICML 2022 First is Better Than Last for Language Data Influence NeurIPS 2022 First the Worst: Finding Better Gender Translations During Beam Search ACL 2022 Fisher Information Guidance for Learned Time-of-Flight Imaging CVPR 2022 Fishing for User Data in Large-Batch Federated Learning via Gradient Magnification ICML 2022 Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization ICML 2022