Representation Learning

Two-Phase Hypergraph Based Reasoning with Dynamic Relations for Multi-Hop KBQA IJCAI 2020 Two-sample Testing Using Deep Learning AISTATS 2020 UCF-STAR: A Large Scale Still Image Dataset for Understanding Human Actions AAAI 2020 UCLID-Net: Single View Reconstruction in Object Space NeurIPS 2020 UiO-UvA at SemEval-2020 Task 1: Contextualised Embeddings for Lexical Semantic Change Detection SemEval 2020 Ultrahyperbolic Representation Learning NeurIPS 2020 Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction CVPR 2020 Uncertainty Estimation Using a Single Deep Deterministic Neural Network ICML 2020 Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence NeurIPS 2020 Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features NeurIPS 2020 Understanding Attention for Text Classification ACL 2020 Understanding Chat Messages for Sticker Recommendation in Messaging Apps AAAI 2020 Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere ICML 2020 Understanding Global Feature Contributions With Additive Importance Measures NeurIPS 2020 Understanding Human Hands in Contact at Internet Scale CVPR 2020 Understanding l4-based Dictionary Learning: Interpretation, Stability, and Robustness ICLR 2020 Understanding Self-Attention of Self-Supervised Audio Transformers Interspeech 2020 Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning EMNLP 2020 Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base AAAI 2020 Understanding the Source of Semantic Regularities in Word Embeddings CoNLL 2020 Undirected Graphical Models as Approximate Posteriors ICML 2020 Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis COLING 2020 UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues EMNLP 2020 Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis EMNLP 2020 Unifying Training and Inference for Panoptic Segmentation CVPR 2020