Deep Learning

Inducing and Exploiting Activation Sparsity for Fast Inference on Deep Neural Networks ICML 2020 Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition ACL 2020 Inducing Hierarchical Compositional Model by Sparsifying Generator Network CVPR 2020 Inductive and Unsupervised Representation Learning on Graph Structured Objects ICLR 2020 Inductive Matrix Completion Based on Graph Neural Networks ICLR 2020 Inductive representation learning on temporal graphs ICLR 2020 Inefficiency of K-FAC for Large Batch Size Training AAAI 2020 Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA EMNLP 2020 Inference-Masked Loss for Deep Structured Output Learning IJCAI 2020 Inference-only sub-character decomposition improves translation of unseen logographic characters AACL 2020 Inference Strategies for Machine Translation with Conditional Masking EMNLP 2020 Inferring about fraudulent collusion risk on Brazilian public works contracts in official texts using a Bi-LSTM approach EMNLP 2020 Inferring Attention Shift Ranks of Objects for Image Saliency CVPR 2020 Infinite attention: NNGP and NTK for deep attention networks ICML 2020 Infinitely deep neural networks as diffusion processes AISTATS 2020 Inflated Episodic Memory With Region Self-Attention for Long-Tailed Visual Recognition CVPR 2020 Inflecting When There’s No Majority: Limitations of Encoder-Decoder Neural Networks as Cognitive Models for German Plurals ACL 2020 Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models ACL 2020 InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs ICML 2020 InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization ICLR 2020 Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020 InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction EMNLP 2020 Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder EMNLP 2020 Information-Theoretic Local Minima Characterization and Regularization ICML 2020 Information-Theoretic Probing for Linguistic Structure ACL 2020