Representation Learning

Should We Learn Most Likely Functions or Parameters? NeurIPS 2023 Siamese Image Modeling for Self-Supervised Vision Representation Learning CVPR 2023 Sign and Basis Invariant Networks for Spectral Graph Representation Learning ICLR 2023 Signed Laplacian Graph Neural Networks AAAI 2023 SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling NeurIPS 2023 Simple Disentanglement of Style and Content in Visual Representations ICML 2023 Simplified Temporal Consistency Reinforcement Learning ICML 2023 Single Image Depth Prediction Made Better: A Multivariate Gaussian Take CVPR 2023 SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies AAAI 2023 Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model ACL 2023 SparseFusion: Distilling View-Conditioned Diffusion for 3D Reconstruction CVPR 2023 Sparse Parameterization for Epitomic Dataset Distillation NeurIPS 2023 Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck AISTATS 2023 Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction AAAI 2023 SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres ACL 2023 Stable and Consistent Prediction of 3D Characteristic Orientation via Invariant Residual Learning ICML 2023 Store and Fetch Immediately: Everything Is All You Need for Space-Time Video Super-resolution AAAI 2023 StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing ACL 2023 STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner NeurIPS 2023 Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data ACL 2023 Structure of Nonlinear Node Embeddings in Stochastic Block Models AISTATS 2023 StyleGene: Crossover and Mutation of Region-Level Facial Genes for Kinship Face Synthesis CVPR 2023 Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training EMNLP 2023 Substructure Aware Graph Neural Networks AAAI 2023 SumREN: Summarizing Reported Speech about Events in News AAAI 2023