Representation Learning

OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis CVPR 2023 Omnigrok: Grokking Beyond Algorithmic Data ICLR 2023 On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition CLeaR 2023 One Embedder, Any Task: Instruction-Finetuned Text Embeddings ACL 2023 One Fits All: Power General Time Series Analysis by Pretrained LM NeurIPS 2023 One-Shot Compression of Large Edge-Exchangeable Graphs using Bits-Back Coding ICML 2023 One-Step Estimator for Permuted Sparse Recovery ICML 2023 On Generalized Degree Fairness in Graph Neural Networks AAAI 2023 On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning ACL 2023 On kernel-based statistical learning theory in the mean field limit NeurIPS 2023 Online Boundary-Free Continual Learning by Scheduled Data Prior ICLR 2023 Online Estimation of the Koopman Operator Using Fourier Features L4DC 2023 Online Linearized LASSO AISTATS 2023 Online PCA in Converging Self-consistent Field Equations NeurIPS 2023 Online Prototype Learning for Online Continual Learning ICCV 2023 Online Unsupervised Representation Learning of Waveforms in the Intensive Care Unit via a novel cooperative framework: Spatially Resolved Temporal Networks (SpaRTEn) MLHC 2023 Only a Few Classes Confusing: Pixel-Wise Candidate Labels Disambiguation for Foggy Scene Understanding AAAI 2023 On Single-Index Models beyond Gaussian Data NeurIPS 2023 On the Ability of Graph Neural Networks to Model Interactions Between Vertices NeurIPS 2023 On the Benefits of Learning to Route in Mixture-of-Experts Models EMNLP 2023 On the Benefits of Self-supervised Learned Speech Representations for Predicting Human Phonetic Misperceptions Interspeech 2023 On the Calibration of Large Language Models and Alignment EMNLP 2023 On the Complexity of Bayesian Generalization ICML 2023 On the Complexity of Representation Learning in Contextual Linear Bandits AISTATS 2023 On the Connection Between MPNN and Graph Transformer ICML 2023