Representation Learning

From t-SNE to UMAP with contrastive learning ICLR 2023 From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection ICCV 2023 From Characters to Words: Hierarchical Pre-trained Language Model for Open-vocabulary Language Understanding ACL 2023 From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023 From Diachronic to Contextual Lexical Semantic Change: Introducing Semantic Difference Keywords (SDKs) for Discourse Studies EMNLP 2023 From Hypergraph Energy Functions to Hypergraph Neural Networks ICML 2023 From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks ICML 2023 From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023 From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation ACL 2023 From Trainable Negative Depth to Edge Heterophily in Graphs NeurIPS 2023 Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning CVPR 2023 FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction ACL 2023 FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning AAAI 2023 Full-Atom Protein Pocket Design via Iterative Refinement NeurIPS 2023 Full Contextual Attention for Multi-Resolution Transformers in Semantic Segmentation WACV 2023 Functional Distributional Semantics at Scale ACL 2023 Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves IJCAI 2023 Function Approximation for Solving Stackelberg Equilibrium in Large Perfect Information Games AAAI 2023 Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods ICML 2023 Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications NeurIPS 2023 FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning ICML 2023 FUSSL: Fuzzy Uncertain Self Supervised Learning WACV 2023 Future Lens: Anticipating Subsequent Tokens from a Single Hidden State CoNLL 2023 Gacs-Korner Common Information Variational Autoencoder NeurIPS 2023 Gait Recognition Using 3-D Human Body Shape Inference WACV 2023