representation learning

Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021 Mutual Information Enhanced Training for Speaker Embedding Interspeech 2021 Nearest Neighbor Matching for Deep Clustering CVPR 2021 Near-Optimal Representation Learning for Linear Bandits and Linear RL ICML 2021 Negative Data Augmentation ICLR 2021 Neighborhood Contrastive Learning for Novel Class Discovery CVPR 2021 Neural Analogical Matching AAAI 2021 Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction NeurIPS 2021 Neural Distance Embeddings for Biological Sequences NeurIPS 2021 Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers AISTATS 2021 Neural News Recommendation with Collaborative News Encoding and Structural User Encoding EMNLP 2021 Neural representation and generation for RNA secondary structures ICLR 2021 Neural Stylistic Response Generation with Disentangled Latent Variables ACL 2021 Neural Tangent Kernel Maximum Mean Discrepancy NeurIPS 2021 Neural Transformation Learning for Deep Anomaly Detection Beyond Images ICML 2021 Neural Utility Functions AAAI 2021 No Fear of Heterogeneity: Classifier Calibration for Federated Learning with Non-IID Data NeurIPS 2021 Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels with Variational Auto-Encoder IJCAI 2021 Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations EMNLP 2021 Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021 Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss MIDL 2021 Object-aware Contrastive Learning for Debiased Scene Representation NeurIPS 2021 OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning CVPR 2021 Obtaining Better Static Word Embeddings Using Contextual Embedding Models ACL 2021 On Compositions of Transformations in Contrastive Self-Supervised Learning ICCV 2021