Representation Learning

DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions CVPR 2021 DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation CVPR 2021 Debiasing Pre-trained Contextualised Embeddings EACL 2021 DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces EACL 2021 Decision-Focused Summarization EMNLP 2021 Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks AAAI 2021 Decomposed Mutual Information Estimation for Contrastive Representation Learning ICML 2021 Decoupling dynamics and sampling: RNNs for unevenly sampled data and flexible online predictions L4DC 2021 Decoupling Global and Local Representations via Invertible Generative Flows ICLR 2021 Decoupling Representation Learning from Reinforcement Learning ICML 2021 Decoupling Value and Policy for Generalization in Reinforcement Learning ICML 2021 Deep Active Surface Models CVPR 2021 DeepBlueAI at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with Stacking Diverse Language Model-Based Methods SemEval 2021 Deep Bucket Elimination IJCAI 2021 DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning AAAI 2021 Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws AAAI 2021 Deep Convolutional Dictionary Learning for Image Denoising CVPR 2021 Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments CVPR 2021 Deep Descriptive Clustering IJCAI 2021 Deep Explicit Duration Switching Models for Time Series NeurIPS 2021 Deep Generative Learning via Schrödinger Bridge ICML 2021 Deep Graph Spectral Evolution Networks for Graph Topological Evolution AAAI 2021 Deep Homography for Efficient Stereo Image Compression CVPR 2021 Deep Latent Graph Matching ICML 2021 Deep Learning for Functional Data Analysis with Adaptive Basis Layers ICML 2021