Application Areas

Data-Parallel Actors: A Programming Model for Scalable Query Serving Systems NSDI 2022 Data poisoning attacks on off-policy policy evaluation methods UAI 2022 Data Poisoning Won’t Save You From Facial Recognition ICLR 2022 DataScience-Polimi at SemEval-2022 Task 8: Stacking Language Models to Predict News Article Similarity SemEval 2022 Dataset Augmentation in Papyrology with Generative Models: A Study of Synthetic Ancient Greek Character Images IJCAI 2022 Dataset Condensation via Efficient Synthetic-Data Parameterization ICML 2022 Dataset Condensation with Contrastive Signals ICML 2022 Dataset Debt in Biomedical Language Modeling ACL 2022 Dataset Distillation by Matching Training Trajectories CVPR 2022 Dataset Distillation using Neural Feature Regression NeurIPS 2022 Dataset Distillation via Factorization NeurIPS 2022 Dataset Inference for Self-Supervised Models NeurIPS 2022 Dataset Pruning for Resource-constrained Spoofed Audio Detection Interspeech 2022 Data-SUITE: Data-centric identification of in-distribution incongruous examples ICML 2022 Day-to-Night Image Synthesis for Training Nighttime Neural ISPs CVPR 2022 DC-BENCH: Dataset Condensation Benchmark NeurIPS 2022 DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors EMNLP 2022 DDGCN: Dual Dynamic Graph Convolutional Networks for Rumor Detection on Social Media AAAI 2022 DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores Interspeech 2022 D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction IJCAI 2022 DE-ABUSE@TamilNLP-ACL 2022: Transliteration as Data Augmentation for Abuse Detection in Tamil ACL 2022 DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers CVPR 2022 Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-identification AAAI 2022 Debiased Learning From Naturally Imbalanced Pseudo-Labels CVPR 2022 Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records NeurIPS 2022