Representation Learning

Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-Based Sequence to Sequence Network AAAI 2019 PointConv: Deep Convolutional Networks on 3D Point Clouds CVPR 2019 PointFlowNet: Learning Representations for Rigid Motion Estimation From Point Clouds CVPR 2019 Pointing Novel Objects in Image Captioning CVPR 2019 Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features AAAI 2019 Practical Full Resolution Learned Lossless Image Compression CVPR 2019 Predicting Human Activities from User-Generated Content ACL 2019 Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following ACL 2019 Pretraining Methods for Dialog Context Representation Learning ACL 2019 Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings ACL 2019 Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English ACL 2019 Provable Non-linear Inductive Matrix Completion NeurIPS 2019 PVRNet: Point-View Relation Neural Network for 3D Shape Recognition AAAI 2019 Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training CVPR 2019 Quality Estimation and Translation Metrics via Pre-trained Word and Sentence Embeddings ACL 2019 Quantifying Similarity between Relations with Fact Distribution ACL 2019 Quantity doesn’t buy quality syntax with neural language models EMNLP 2019 R3 Adversarial Network for Cross Model Face Recognition CVPR 2019 Rare Event Detection Using Disentangled Representation Learning CVPR 2019 Reading Like HER: Human Reading Inspired Extractive Summarization EMNLP 2019 Reasoning About Physical Interactions with Object-Oriented Prediction and Planning ICLR 2019 Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale Object Detection CVPR 2019 Recurrent Positional Embedding for Neural Machine Translation EMNLP 2019 Recurrent Space-time Graph Neural Networks NeurIPS 2019 Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function ACL 2019