Representation Learning

Sensitivity Direction Learning with Neural Networks Using Domain Knowledge as Soft Shape Constraints IJCAI 2021 Sequential 3D Human Pose Estimation Using Adaptive Point Cloud Sampling Strategy IJCAI 2021 Set Prediction in the Latent Space NeurIPS 2021 Shapley Explanation Networks ICLR 2021 Siamese Network with wav2vec Feature for Spoofing Speech Detection Interspeech 2021 Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction From Raw Point Clouds CVPR 2021 Single-Stage Instance Shadow Detection With Bidirectional Relation Learning CVPR 2021 Sketch based Memory for Neural Networks AISTATS 2021 Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract) AAAI 2021 SMD-Nets: Stereo Mixture Density Networks CVPR 2021 Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation CVPR 2021 SOE-Net: A Self-Attention and Orientation Encoding Network for Point Cloud Based Place Recognition CVPR 2021 Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021 Spatial Assembly Networks for Image Representation Learning CVPR 2021 Spatiotemporal Contrastive Video Representation Learning CVPR 2021 State Entropy Maximization with Random Encoders for Efficient Exploration ICML 2021 Statistically and Computationally Efficient Linear Meta-representation Learning NeurIPS 2021 Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets ACL 2021 Structural Guidance for Transformer Language Models ACL 2021 Structured Visual Search via Composition-Aware Learning WACV 2021 Style-Aware Normalized Loss for Improving Arbitrary Style Transfer CVPR 2021 StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation CVPR 2021 Style Transfer by Rigid Alignment in Neural Net Feature Space WACV 2021 Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension EMNLP 2021 Supervised Training of Dense Object Nets using Optimal Descriptors for Industrial Robotic Applications AAAI 2021