Representation Learning

DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning NeurIPS 2021 Dual Compositional Learning in Interactive Image Retrieval AAAI 2021 Dual Contradistinctive Generative Autoencoder CVPR 2021 DualNet: Continual Learning, Fast and Slow NeurIPS 2021 Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction AAAI 2021 Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach ICML 2021 Dual Quaternion Knowledge Graph Embeddings AAAI 2021 DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling EMNLP 2021 Dynamical Wasserstein Barycenters for Time-series Modeling NeurIPS 2021 Dynamic Contextualized Word Embeddings ACL 2021 Dynamic Cross Feature Fusion for Remote Sensing Pansharpening ICCV 2021 Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series AAAI 2021 Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers AAAI 2021 Dynamic Inference with Neural Interpreters NeurIPS 2021 Dynamic Knowledge Graph Alignment AAAI 2021 Dynamic Memory based Attention Network for Sequential Recommendation AAAI 2021 Dynamic Popularity-Aware Contrastive Learning for Recommendation ACML 2021 Dynamic Position-aware Network for Fine-grained Image Recognition AAAI 2021 Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language NeurIPS 2021 EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning EMNLP 2021 EASE: Extractive-Abstractive Summarization End-to-End using the Information Bottleneck Principle EMNLP 2021 ECG ODE-GAN: Learning Ordinary Differential Equations of ECG Dynamics via Generative Adversarial Learning AAAI 2021 Edge Representation Learning with Hypergraphs NeurIPS 2021 Educational Question Mining At Scale: Prediction, Analysis and Personalization AAAI 2021 Effect Generation Based on Causal Reasoning EMNLP 2021