Application Areas

PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation Interspeech 2021 Practical and Private (Deep) Learning Without Sampling or Shuffling ICML 2021 Practical One-Shot Federated Learning for Cross-Silo Setting IJCAI 2021 Practical Real Time Recurrent Learning with a Sparse Approximation ICLR 2021 Practical Single-Image Super-Resolution Using Look-Up Table CVPR 2021 PRAL: A Tailored Pre-Training Model for Task-Oriented Dialog Generation ACL 2021 Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos AAAI 2021 Predicting Forest Fire Using Remote Sensing Data And Machine Learning AAAI 2021 Predicting Mining Industry Accidents with a Multitask Learning Approach AAAI 2021 Predicting the Success of Domain Adaptation in Text Similarity ACL 2021 Predicting With Confidence on Unseen Distributions ICCV 2021 Predictive Analytics for COVID-19 Social Distancing IJCAI 2021 Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers ICML 2021 Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics NeurIPS 2021 Prefix-Tuning: Optimizing Continuous Prompts for Generation ACL 2021 PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation AAAI 2021 Preserved central model for faster bidirectional compression in distributed settings NeurIPS 2021 Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021 Pretrained Transformers for Text Ranking: BERT and Beyond NAACL 2021 Pretraining Boosts Out-of-Domain Robustness for Pose Estimation WACV 2021 Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021 Preventing Author Profiling through Zero-Shot Multilingual Back-Translation EMNLP 2021 Preventing Overfitting via Sample Reweighting for Recommender System Incremental Update (Student Abstract) AAAI 2021 Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking ACL 2021 Principal component analysis in the stochastic differential privacy model UAI 2021