Representation Learning

Samsung R&D Institute Poland submission to WMT20 News Translation Task EMNLP 2020 Say As You Wish: Fine-Grained Control of Image Caption Generation With Abstract Scene Graphs CVPR 2020 SBAT: Video Captioning with Sparse Boundary-Aware Transformer IJCAI 2020 Scalable Deep Generative Modeling for Sparse Graphs ICML 2020 Scalable Methods for Computing State Similarity in Deterministic Markov Decision Processes AAAI 2020 Scaling Hidden Markov Language Models EMNLP 2020 Scaling up Simhash ACML 2020 SCALOR: Generative World Models with Scalable Object Representations ICLR 2020 ScanMap: Supervised Confounding Aware Non-negative Matrix Factorization for Polygenic Risk Modeling MLHC 2020 SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor IJCAI 2020 SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks NeurIPS 2020 Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels COLING 2020 Seeing the World in a Bag of Chips CVPR 2020 Segment-Then-Rank: Non-Factoid Question Answering on Instructional Videos AAAI 2020 Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds CVPR 2020 Self-Attentional Credit Assignment for Transfer in Reinforcement Learning IJCAI 2020 Self-Attentive Associative Memory ICML 2020 Self-Attentive Hawkes Process ICML 2020 Self-Attentive Similarity Measurement Strategies in Speaker Diarization Interspeech 2020 Self-labelling via simultaneous clustering and representation learning ICLR 2020 Self-Modulating Nonparametric Event-Tensor Factorization ICML 2020 SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction EMNLP 2020 Self-Supervised 3D Keypoint Learning for Ego-Motion Estimation CoRL 2020 Self-supervised context-aware COVID-19 document exploration through atlas grounding ACL 2020 Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification IJCAI 2020