Representation Learning

Understanding Masked Autoencoders via Hierarchical Latent Variable Models CVPR 2023 Understanding Masked Image Modeling via Learning Occlusion Invariant Feature CVPR 2023 Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data AISTATS 2023 Understanding Neural Coding on Latent Manifolds by Sharing Features and Dividing Ensembles ICLR 2023 Understanding Programs by Exploiting (Fuzzing) Test Cases ACL 2023 Understanding Representation Learnability of Nonlinear Self-Supervised Learning AAAI 2023 Understanding Self-Predictive Learning for Reinforcement Learning ICML 2023 Understanding the Effect of Model Compression on Social Bias in Large Language Models EMNLP 2023 Understanding the Impact of Competing Events on Heterogeneous Treatment Effect Estimation from Time-to-Event Data AISTATS 2023 Understanding The Robustness of Self-supervised Learning Through Topic Modeling ICLR 2023 Underwater Ranker: Learn Which Is Better and How to Be Better AAAI 2023 Undirected Probabilistic Model for Tensor Decomposition NeurIPS 2023 Unearthing InSights into Mars: Unsupervised Source Separation with Limited Data ICML 2023 UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning EMNLP 2023 Unicom: Universal and Compact Representation Learning for Image Retrieval ICLR 2023 UniDexGrasp: Universal Robotic Dexterous Grasping via Learning Diverse Proposal Generation and Goal-Conditioned Policy CVPR 2023 UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning ACL 2023 UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective ACL 2023 Unified Coarse-to-Fine Alignment for Video-Text Retrieval ICCV 2023 Unified Demonstration Retriever for In-Context Learning ACL 2023 Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems NeurIPS 2023 Unified Model for Crystalline Material Generation IJCAI 2023 Unified Pose Sequence Modeling CVPR 2023 Unified Representation for Non-compositional and Compositional Expressions EMNLP 2023 Uniform Complexity for Text Generation EMNLP 2023