Application Areas

MUTE: A Multimodal Dataset for Detecting Hateful Memes AACL 2022 Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation WACV 2022 Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022 NAIST-NICT-TIT WMT22 General MT Task Submission EMNLP 2022 NAIST Simultaneous Speech-to-Text Translation System for IWSLT 2022 ACL 2022 Named Entity Recognition in Industrial Tables using Tabular Language Models EMNLP 2022 NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies NeurIPS 2022 NASI: Label- and Data-agnostic Neural Architecture Search at Initialization ICLR 2022 NAS-SCAE: Searching Compact Attention-based Encoders For End-to-end Automatic Speech Recognition Interspeech 2022 NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling Interspeech 2022 NASViT: Neural Architecture Search for Efficient Vision Transformers with Gradient Conflict aware Supernet Training ICLR 2022 Natural Color Fool: Towards Boosting Black-box Unrestricted Attacks NeurIPS 2022 Natural Language Descriptions of Deep Visual Features ICLR 2022 Nearest Neighbor Knowledge Distillation for Neural Machine Translation NAACL 2022 Nearest Neighbor Zero-Shot Inference EMNLP 2022 (Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping COLT 2022 Near-Optimal Correlation Clustering with Privacy NeurIPS 2022 Near-Optimal Private and Scalable k-Clustering NeurIPS 2022 Near-optimal Thompson sampling-based algorithms for differentially private stochastic bandits UAI 2022 Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection NAACL 2022 Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval NAACL 2022 Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks L4DC 2022 Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022 Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing COLING 2022 NetVRM: Virtual Register Memory for Programmable Networks NSDI 2022