Application Areas

Distributed adversarial training to robustify deep neural networks at scale UAI 2022 Distributed Distributionally Robust Optimization with Non-Convex Objectives NeurIPS 2022 Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding ACL 2022 Distributionally Robust Optimization with Data Geometry NeurIPS 2022 Distributionally robust weighted k-nearest neighbors NeurIPS 2022 Distributional Reinforcement Learning for Risk-Sensitive Policies NeurIPS 2022 Distribution-Informed Neural Networks for Domain Adaptation Regression NeurIPS 2022 DivBO: Diversity-aware CASH for Ensemble Learning NeurIPS 2022 Diverse Client Selection for Federated Learning via Submodular Maximization ICLR 2022 Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers EMNLP 2022 Diverse Weight Averaging for Out-of-Distribution Generalization NeurIPS 2022 Diversified Recommendations for Agents with Adaptive Preferences NeurIPS 2022 Diversifying Neural Dialogue Generation via Negative Distillation NAACL 2022 ”Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer NAACL 2022 Divide-and-Conquer Text Simplification by Scalable Data Enhancement EMNLP 2022 Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning NeurIPS 2022 DivSwapper: Towards Diversified Patch-based Arbitrary Style Transfer IJCAI 2022 DKM: Differentiable k-Means Clustering Layer for Neural Network Compression ICLR 2022 DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022 DNA: Domain Generalization with Diversified Neural Averaging ICML 2022 DNA: Proximal Policy Optimization with a Dual Network Architecture NeurIPS 2022 DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement Learning ICML 2022 Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots EMNLP 2022 DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents EMNLP 2022 DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection EMNLP 2022