Deep Learning

A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation AACL 2020 A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing COLING 2020 A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL 2020 Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset AAAI 2020 A Tensor Compiler for Unified Machine Learning Prediction Serving OSDI 2020 A Test Suite for Evaluating Discourse Phenomena in Document-level Neural Machine Translation AACL 2020 A Theoretical Analysis of Deep Q-Learning L4DC 2020 A Three Sample Hypothesis Test for Evaluating Generative Models AISTATS 2020 AtLoc: Attention Guided Camera Localization AAAI 2020 AtomNAS: Fine-Grained End-to-End Neural Architecture Search ICLR 2020 A Topology Layer for Machine Learning AISTATS 2020 A Transformer Approach to Contextual Sarcasm Detection in Twitter ACL 2020 A Transformer-based Approach for Source Code Summarization ACL 2020 ATReSN-Net: Capturing Attentive Temporal Relations in Semantic Neighborhood for Acoustic Scene Classification Interspeech 2020 Atss-Net: Target Speaker Separation via Attention-Based Neural Network Interspeech 2020 At Stability's Edge: How to Adjust Hyperparameters to Preserve Minima Selection in Asynchronous Training of Neural Networks? ICLR 2020 Attack to Explain Deep Representation CVPR 2020 Attending to Long-Distance Document Context for Sequence Labeling EMNLP 2020 Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization ACL 2020 Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes CoRL 2020 Attention as Relation: Learning Supervised Multi-head Self-Attention for Relation Extraction IJCAI 2020 Attention-Aware Multi-View Stereo CVPR 2020 Attention-Based Context Aware Reasoning for Situation Recognition CVPR 2020 Attention Based Data Hiding with Generative Adversarial Networks AAAI 2020 Attention-based Fusion for Multi-source Human Image Generation WACV 2020