Representation Learning

Contrastive Explanations for Model Interpretability EMNLP 2021 Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification CVPR 2021 Contrastively Disentangled Sequential Variational Autoencoder NeurIPS 2021 Contrastive Neural Processes for Self-Supervised Learning ACML 2021 Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation EMNLP 2021 Convergence and Alignment of Gradient Descent with Random Backpropagation Weights NeurIPS 2021 Convolutional Dynamic Alignment Networks for Interpretable Classifications CVPR 2021 Convolutional Hough Matching Networks CVPR 2021 Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models ACL 2021 COSMic: A Coherence-Aware Generation Metric for Image Descriptions EMNLP 2021 Coupled Layer-wise Graph Convolution for Transportation Demand Prediction AAAI 2021 Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty AAAI 2021 Cross-lingual Sentence Embedding using Multi-Task Learning EMNLP 2021 Cross-Lingual Voice Conversion with Disentangled Universal Linguistic Representations Interspeech 2021 Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting CVPR 2021 Cross-Speaker Style Transfer with Prosody Bottleneck in Neural Speech Synthesis Interspeech 2021 CutPaste: Self-Supervised Learning for Anomaly Detection and Localization CVPR 2021 Data-to-text Generation by Splicing Together Nearest Neighbors EMNLP 2021 DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation CVPR 2021 Debiased Subjective Assessment of Real-World Image Enhancement CVPR 2021 Decomposed Mutual Information Estimation for Contrastive Representation Learning ICML 2021 Deconditional Downscaling with Gaussian Processes NeurIPS 2021 Decoupling Representation Learning from Reinforcement Learning ICML 2021 DeepBlueAI at TextGraphs 2021 Shared Task: Treating Multi-Hop Inference Explanation Regeneration as A Ranking Problem NAACL 2021 Deep Extrapolation for Attribute-Enhanced Generation NeurIPS 2021