Representation Learning

Representation Matters: Offline Pretraining for Sequential Decision Making ICML 2021 Representations of Meaning in Neural Networks for NLP: a Thesis Proposal NAACL 2021 Representing Hyperbolic Space Accurately using Multi-Component Floats NeurIPS 2021 Representing Long-Range Context for Graph Neural Networks with Global Attention NeurIPS 2021 Representing Numbers in NLP: a Survey and a Vision NAACL 2021 Representing the Unification of Text Featurization using a Context-Free Grammar AAAI 2021 Reproducing kernel Hilbert C*-module and kernel mean embeddings JMLR 2021 Rescuing Deep Hashing from Dead Bits Problem IJCAI 2021 Residual2Vec: Debiasing graph embedding with random graphs NeurIPS 2021 Residual learning for 3D motion corrected quantitative MRI: Robust clinical T1, T2 and proton density mapping MIDL 2021 Residual Pathway Priors for Soft Equivariance Constraints NeurIPS 2021 Residual Relaxation for Multi-view Representation Learning NeurIPS 2021 ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees NeurIPS 2021 ReSSL: Relational Self-Supervised Learning with Weak Augmentation NeurIPS 2021 Results of the Second SIGMORPHON Shared Task on Multilingual Grapheme-to-Phoneme Conversion ACL 2021 Rethinking and Improving the Robustness of Image Style Transfer CVPR 2021 Rethinking Counting and Localization in Crowds: A Purely Point-Based Framework ICCV 2021 Rethinking Graph Transformers with Spectral Attention NeurIPS 2021 Rethinking Label-Wise Cross-Modal Retrieval from A Semantic Sharing Perspective IJCAI 2021 Rethinking Semantic Segmentation From a Sequence-to-Sequence Perspective With Transformers CVPR 2021 Rethinking Sentiment Style Transfer EMNLP 2021 Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes CVPR 2021 Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability ICLR 2021 [RETRACTED] Prosodic segmentation for parsing spoken dialogue ACL 2021 Re-understanding Finite-State Representations of Recurrent Policy Networks ICML 2021