Representation Learning

Simultaneously Self-Attending to Text and Entities for Knowledge-Informed Text Representations ACL 2021 Single Pass Entrywise-Transformed Low Rank Approximation ICML 2021 Single-View 3D Object Reconstruction From Shape Priors in Memory CVPR 2021 Single View Point Cloud Generation via Unified 3D Prototype AAAI 2021 Sinusoidal Flow: A Fast Invertible Autoregressive Flow ACML 2021 SIPSA-Net: Shift-Invariant Pan Sharpening With Moving Object Alignment for Satellite Imagery CVPR 2021 Size-Invariant Graph Representations for Graph Classification Extrapolations ICML 2021 Sketch2Model: View-Aware 3D Modeling From Single Free-Hand Sketches CVPR 2021 SketchAA: Abstract Representation for Abstract Sketches ICCV 2021 Sketch based Memory for Neural Networks AISTATS 2021 SketchEmbedNet: Learning Novel Concepts by Imitating Drawings ICML 2021 Sketch Generation with Drawing Process Guided by Vector Flow and Grayscale AAAI 2021 Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract) AAAI 2021 SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks NeurIPS 2021 slimIPL: Language-Model-Free Iterative Pseudo-Labeling Interspeech 2021 SMART: A Situation Model for Algebra Story Problems via Attributed Grammar AAAI 2021 Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation CVPR 2021 S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging SemEval 2021 SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution With Skip-Transformer ICCV 2021 SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map EMNLP 2021 SORNet: Spatial Object-Centric Representations for Sequential Manipulation CoRL 2021 Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective CVPR 2021 Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer ACL 2021 SpanPredict: Extraction of Predictive Document Spans with Neural Attention NAACL 2021 Sparse and Smooth Signal Estimation: Convexification of L0-Formulations JMLR 2021