Self-Supervised Learning

Visual Commonsense R-CNN CVPR 2020 Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision EMNLP 2020 wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations NeurIPS 2020 Weakly Supervised Fine-Grained Image Classification via Guassian Mixture Model Oriented Discriminative Learning CVPR 2020 Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision EMNLP 2020 With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020 Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement CVPR 2020 Zero-Resource Knowledge-Grounded Dialogue Generation NeurIPS 2020 Zero-shot translation among Indian languages AACL 2020 2.5D Visual Sound CVPR 2019 Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition CVPR 2019 A Discrete CVAE for Response Generation on Short-Text Conversation EMNLP 2019 Adversarial Unsupervised Representation Learning for Activity Time-Series AAAI 2019 AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data CVPR 2019 An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition CVPR 2019 An Unsupervised Autoregressive Model for Speech Representation Learning Interspeech 2019 APE at Scale and Its Implications on MT Evaluation Biases ACL 2019 A Perceptual Prediction Framework for Self Supervised Event Segmentation CVPR 2019 A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation ACL 2019 Attention Based Hybrid i-Vector BLSTM Model for Language Recognition Interspeech 2019 Attentive Tensor Product Learning AAAI 2019 Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction CVPR 2019 Biologically Motivated Algorithms for Propagating Local Target Representations AAAI 2019 Biomedical Image Segmentation via Representative Annotation AAAI 2019 Blind Super-Resolution Kernel Estimation using an Internal-GAN NeurIPS 2019