Representation Learning

Robust Representation Learning With Feedback for Single Image Deraining CVPR 2021 Rotation-Invariant Gait Identification with Quaternion Convolutional Neural Networks (Student Abstract) AAAI 2021 S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling CVPR 2021 Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? CVPR 2021 Scalable Approach for Normalizing E-commerce Text Attributes (SANTA) ACL 2021 Scaling Effect of Self-Supervised Speech Models Interspeech 2021 Scaling Local Self-Attention for Parameter Efficient Visual Backbones CVPR 2021 Scaling-Up Disentanglement for Image Translation ICCV 2021 SciCap: Generating Captions for Scientific Figures EMNLP 2021 SCNet: Training Inference Sample Consistency for Instance Segmentation AAAI 2021 Screening Gender Transfer in Neural Machine Translation EMNLP 2021 Searching for Alignment in Face Recognition AAAI 2021 Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity EMNLP 2021 Secoco: Self-Correcting Encoding for Neural Machine Translation EMNLP 2021 Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning CVPR 2021 Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention ACL 2021 Selecting Informative Contexts Improves Language Model Fine-tuning ACL 2021 Self-Attention Networks Can Process Bounded Hierarchical Languages ACL 2021 Self-Supervised 3D Mesh Reconstruction From Single Images CVPR 2021 Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models CVPR 2021 Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction NeurIPS 2021 Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding EMNLP 2021 Semantics-Aware Inferential Network for Natural Language Understanding AAAI 2021 Semantic Scene Completion via Integrating Instances and Scene In-the-Loop CVPR 2021 Semi-Supervised Metric Learning: A Deep Resurrection AAAI 2021