Representation Learning

Simple Unsupervised Graph Representation Learning AAAI 2022 SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning AAAI 2022 Simultaneous Missing Value Imputation and Structure Learning with Groups NeurIPS 2022 Single-Stage Visual Relationship Learning using Conditional Queries 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 Skill Induction and Planning with Latent Language ACL 2022 SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations SemEval 2022 Slot-VPS: Object-Centric Representation Learning for Video Panoptic Segmentation CVPR 2022 Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning Interspeech 2022 SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation AAAI 2022 Smoothed Contrastive Learning for Unsupervised Sentence Embedding COLING 2022 Smooth Robust Tensor Completion for Background/Foreground Separation with Missing Pixels: Novel Algorithm with Convergence Guarantee JMLR 2022 So3krates: Equivariant attention for interactions on arbitrary length-scales in molecular systems NeurIPS 2022 Sobolev Norm Learning Rates for Conditional Mean Embeddings AISTATS 2022 SoFaiR: Single Shot Fair Representation Learning IJCAI 2022 Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation EMNLP 2022 Solving Large-Scale Sparse PCA to Certifiable (Near) Optimality JMLR 2022 Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation IJCAI 2022 SoundDoA: Learn Sound Source Direction of Arrival and Semantics from Sound Raw Waveforms Interspeech 2022 Sound-Guided Semantic Image Manipulation CVPR 2022 Source-summary Entity Aggregation in Abstractive Summarization COLING 2022 SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Color Editing CVPR 2022 Space-Efficient Representation of Entity-centric Query Language Models Interspeech 2022 SPAMs: Structured Implicit Parametric Models CVPR 2022