Deep Learning

Efficient Domain Generalization via Common-Specific Low-Rank Decomposition ICML 2020 Efficient Estimation of Influence of a Training Instance EMNLP 2020 Efficient EUD Parsing ACL 2020 Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks AAAI 2020 Efficient Generation of Structured Objects with Constrained Adversarial Networks NeurIPS 2020 Efficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation AAAI 2020 Efficient Inference For Neural Machine Translation EMNLP 2020 Efficient Intent Detection with Dual Sentence Encoders ACL 2020 Efficient Learning of Generative Models via Finite-Difference Score Matching NeurIPS 2020 Efficient Low Rank Gaussian Variational Inference for Neural Networks NeurIPS 2020 Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity NeurIPS 2020 Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition Interspeech 2020 Efficient Neural Machine Translation for Low-Resource Languages via Exploiting Related Languages ACL 2020 Efficient Neural Vision Systems Based on Convolutional Image Acquisition CVPR 2020 Efficient One-Pass End-to-End Entity Linking for Questions EMNLP 2020 Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head Convolutional Neural Networks MIDL 2020 Efficient Predictive Uncertainty Estimators for Deep Probabilistic Models AAAI 2020 Efficient Probabilistic Logic Reasoning with Graph Neural Networks ICLR 2020 Efficient Projection-free Algorithms for Saddle Point Problems NeurIPS 2020 Efficient Proximal Mapping of the 1-path-norm of Shallow Networks ICML 2020 Efficient Residual Dense Block Search for Image Super-Resolution AAAI 2020 Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More ICML 2020 Efficient Second-Order TreeCRF for Neural Dependency Parsing ACL 2020 Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks ACL 2020 Efficient Variational Inference for Sparse Deep Learning with Theoretical Guarantee NeurIPS 2020