Representation Learning

Semantic Segmentation by Early Region Proxy CVPR 2022 Semantic-Shape Adaptive Feature Modulation for Semantic Image Synthesis CVPR 2022 Semantic Simplification for Sentiment Classification EMNLP 2022 SenSE: A Toolkit for Semantic Change Exploration via Word Embedding Alignment AAAI 2022 Sentence Ambiguity, Grammaticality and Complexity Probes EMNLP 2022 Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022 Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022 SFSRNet: Super-resolution for Single-Channel Audio Source Separation AAAI 2022 SGAM: Building a Virtual 3D World through Simultaneous Generation and Mapping NeurIPS 2022 Shrinking Temporal Attention in Transformers for Video Action Recognition AAAI 2022 Siamese Network with Interactive Transformer for Video Object Segmentation AAAI 2022 Signal Processing for Implicit Neural Representations NeurIPS 2022 SignRFF: Sign Random Fourier Features NeurIPS 2022 SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization CVPR 2022 SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022 SimMIM: A Simple Framework for Masked Image Modeling CVPR 2022 Simple Unsupervised Graph Representation Learning AAAI 2022 Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos NeurIPS 2022 SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning AAAI 2022 Single Model Uncertainty Estimation via Stochastic Data Centering NeurIPS 2022 SIREN: Shaping Representations for Detecting Out-of-Distribution Objects NeurIPS 2022 Sketching based Representations for Robust Image Classification with Provable Guarantees NeurIPS 2022 SocioProbe: What, When, and Where Language Models Learn about Sociodemographics EMNLP 2022 Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract) AAAI 2022 SPAMs: Structured Implicit Parametric Models CVPR 2022