Representation Learning

DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization NeurIPS 2023 Dimensionality Collapse: Optimal Measurement Selection for Low-Error Infinite-Horizon Forecasting AISTATS 2023 Dimensionality Reduction for Machine Learning-based Argument Mining EMNLP 2023 Dimension Reduction and MARS JMLR 2023 Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection JMLR 2023 DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships ACL 2023 DINER: Disorder-Invariant Implicit Neural Representation CVPR 2023 DIP: Dual Incongruity Perceiving Network for Sarcasm Detection CVPR 2023 Directed Graphical Models and Causal Discovery for Zero-Inflated Data CLeaR 2023 Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs ICLR 2023 Directional diffusion models for graph representation learning NeurIPS 2023 Direct Speech Quote Attribution for Dutch Literature EACL 2023 Dirichlet Diffusion Score Model for Biological Sequence Generation ICML 2023 DISCO-10M: A Large-Scale Music Dataset NeurIPS 2023 Discovering Object-Centric Generalized Value Functions From Pixels ICML 2023 Discovering Salient Neurons in deep NLP models JMLR 2023 Discovering Universal Geometry in Embeddings with ICA EMNLP 2023 Discover-Then-Rank Unlabeled Support Vectors in the Dual Space for Multi-Class Active Learning ICML 2023 Discrete Diffusion Probabilistic Models for Symbolic Music Generation IJCAI 2023 Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability NeurIPS 2023 Discriminative-Invariant Representation Learning for Unbiased Recommendation IJCAI 2023 Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction ACL 2023 DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models NeurIPS 2023 Disentangled CVAEs with Contrastive Learning for Explainable Recommendation AAAI 2023 Disentangled Generative Models for Robust Prediction of System Dynamics ICML 2023