Representation Learning

Symmetric Shape-Preserving Autoencoder for Unsupervised Real Scene Point Cloud Completion CVPR 2023 Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials NeurIPS 2023 SymNet 3.0: Exploiting Long-Range Influences in Learning Generalized Neural Policies for Relational MDPs UAI 2023 Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning ICML 2023 Syntactic Substitutability as Unsupervised Dependency Syntax EMNLP 2023 Syntax and Geometry of Information ACL 2023 Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling ACL 2023 Syntax-Aware Retrieval Augmented Code Generation EMNLP 2023 Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments EMNLP 2023 Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023 Synthetic Data Generation of Many-to-Many Datasets via Random Graph Generation ICLR 2023 Systematic word meta-sense extension EMNLP 2023 TabDDPM: Modelling Tabular Data with Diffusion Models ICML 2023 TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023 Taming graph kernels with random features ICML 2023 Taming Local Effects in Graph-based Spatiotemporal Forecasting NeurIPS 2023 TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization ICLR 2023 Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences Interspeech 2023 Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond EMNLP 2023 Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models NeurIPS 2023 Task Generalization with Stability Guarantees via Elastic Dynamical System Motion Policies CoRL 2023 TaskMet: Task-driven Metric Learning for Model Learning NeurIPS 2023 Task-Specific Scene Structure Representations AAAI 2023 Teacher-Generated Spatial-Attention Labels Boost Robustness and Accuracy of Contrastive Models CVPR 2023 Temperature Schedules for self-supervised contrastive methods on long-tail data ICLR 2023