Self-Supervised Learning

Narrative Datasets through the Lenses of NLP and HCI NAACL 2022 Negation, Coordination, and Quantifiers in Contextualized Language Models COLING 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 Neural Contextual Anomaly Detection for Time Series IJCAI 2022 Neural-Guided Program Synthesis of Information Extraction Rules Using Self-Supervision COLING 2022 NeuralHDHair: Automatic High-Fidelity Hair Modeling From a Single Image Using Implicit Neural Representations CVPR 2022 Neural Implicit Dictionary Learning via Mixture-of-Expert Training ICML 2022 Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022 Neural Lexicon Reader: Reduce Pronunciation Errors in End-to-end TTS by Leveraging External Textual Knowledge Interspeech 2022 Neural Processes with Stochastic Attention: Paying more attention to the context dataset ICLR 2022 Neural Reflectance for Shape Recovery With Shadow Handling CVPR 2022 Neural Shape Mating: Self-Supervised Object Assembly With Adversarial Shape Priors CVPR 2022 NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation EMNLP 2022 Next Point-of-Interest Recommendation with Inferring Multi-step Future Preferences IJCAI 2022 Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction ICLR 2022 Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization CVPR 2022 Noise Distribution Adaptive Self-Supervised Image Denoising Using Tweedie Distribution and Score Matching CVPR 2022 Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning CVPR 2022 Non-contrastive self-supervised learning of utterance-level speech representations Interspeech 2022 Non-Generative Generalized Zero-Shot Learning via Task-Correlated Disentanglement and Controllable Samples Synthesis CVPR 2022 Nonparametric Forest-Structured Neural Topic Modeling COLING 2022 Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022 NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates Interspeech 2022 Object Permanence Emerges in a Random Walk along Memory ICML 2022