Application Areas

Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems Interspeech 2022 Domain Reconstruction for UWB Car Key Localization Using Generative Adversarial Networks AAAI 2022 Domain Specific Augmentations as Low Cost Teachers for Large Students AACL 2022 Domain-specific knowledge distillation yields smaller and better models for conversational commerce ACL 2022 Domain-Specific NER via Retrieving Correlated Samples COLING 2022 Domain Specific Sub-network for Multi-Domain Neural Machine Translation AACL 2022 Donar: Anonymous VoIP over Tor NSDI 2022 Don’t Discard Fixed-Window Audio Segmentation in Speech-to-Text Translation EMNLP 2022 Don’t Forget About Pronouns: Removing Gender Bias in Language Models Without Losing Factual Gender Information NAACL 2022 Don’t Just Clean It, Proxy Clean It: Mitigating Bias by Proxy in Pre-Trained Models EMNLP 2022 Don’t Say What You Don’t Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search EMNLP 2022 Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks NAACL 2022 Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning IJCAI 2022 Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022 Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ACL 2022 DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition COLING 2022 DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification COLING 2022 Doubly Sparse Asynchronous Learning for Stochastic Composite Optimization IJCAI 2022 DPCD: Discrete Principal Coordinate Descent for Binary Variable Problems AAAI 2022 DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis CVPR 2022 DPICT: Deep Progressive Image Compression Using Trit-Planes CVPR 2022 DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy AAAI 2022 DP-PCA: Statistically Optimal and Differentially Private PCA NeurIPS 2022 DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting COLING 2022 DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022