Representation Learning

TwistList: Resources and Baselines for Tongue Twister Generation ACL 2023 Two-step Text Summarization for Long-form Biographical Narrative Genre ACL 2023 Typed Markers and Context for Clinical Temporal Relation Extraction MLHC 2023 Typo-Robust Representation Learning for Dense Retrieval ACL 2023 UCF: Uncovering Common Features for Generalizable Deepfake Detection ICCV 2023 UDAPTER - Efficient Domain Adaptation Using Adapters EACL 2023 ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding CVPR 2023 Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy EMNLP 2023 Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers ICCV 2023 Unbiased Heterogeneous Scene Graph Generation with Relation-Aware Message Passing Neural Network AAAI 2023 Unbiased learning of deep generative models with structured discrete representations NeurIPS 2023 Unbiased Supervised Contrastive Learning ICLR 2023 Uncovering Limitations in Text-to-Image Generation: A Contrastive Approach with Structured Semantic Alignment EMNLP 2023 Uncovering motifs of concurrent signaling across multiple neuronal populations NeurIPS 2023 Uncovering Neural Scaling Laws in Molecular Representation Learning NeurIPS 2023 Under-Counted Tensor Completion with Neural Incorporation of Attributes ICML 2023 Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning NeurIPS 2023 Understanding and Constructing Latent Modality Structures in Multi-Modal Representation Learning CVPR 2023 Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective ICML 2023 Understanding and Improving Feature Learning for Out-of-Distribution Generalization NeurIPS 2023 Understanding and Improving Features Learned in Deep Functional Maps CVPR 2023 Understanding Differential Search Index for Text Retrieval ACL 2023 Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes NeurIPS 2023 Understanding In-Context Learning via Supportive Pretraining Data ACL 2023 Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing ICML 2023