Representation Learning

Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss CVPR 2021 Partition and Code: learning how to compress graphs NeurIPS 2021 Path Planning using Neural A* Search ICML 2021 PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021 Personalized Outfit Recommendation With Learnable Anchors CVPR 2021 PGT: A Progressive Method for Training Models on Long Videos CVPR 2021 Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science AAAI 2021 Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models AAAI 2021 Physics-informed Spline Learning for Nonlinear Dynamics Discovery IJCAI 2021 Point Cloud Instance Segmentation Using Probabilistic Embeddings CVPR 2021 PointDSC: Robust Point Cloud Registration Using Deep Spatial Consistency CVPR 2021 PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation CVPR 2021 PointINet: Point Cloud Frame Interpolation Network AAAI 2021 Polygonal Point Set Tracking CVPR 2021 PolyLM: Learning about Polysemy through Language Modeling EACL 2021 Post-Editing Extractive Summaries by Definiteness Prediction EMNLP 2021 Pragmatic Code Autocomplete AAAI 2021 Pragmatic Image Compression for Human-in-the-Loop Decision-Making NeurIPS 2021 Predicting emergent linguistic compositions through time: Syntactic frame extension via multimodal chaining EMNLP 2021 Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction AAAI 2021 Prevent the Language Model from being Overconfident in Neural Machine Translation ACL 2021 Progressive Stage-Wise Learning for Unsupervised Feature Representation Enhancement CVPR 2021 ProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks CVPR 2021 ProSPer: Probing Human and Neural Network Language Model Understanding of Spatial Perspective EMNLP 2021 Protecting Gender and Identity with Disentangled Speech Representations Interspeech 2021