Representation Learning

Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024 LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024 Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis CVPR 2024 Large Language Models Are Neurosymbolic Reasoners AAAI 2024 Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning NAACL 2024 Large Language Models Can Learn Representation in Natural Language ACL 2024 Large Language Models Encode the Practice of Medicine NAACL 2024 Large Language Models Relearn Removed Concepts ACL 2024 LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation CVPR 2024 LastResort at SemEval-2024 Task 3: Exploring Multimodal Emotion Cause Pair Extraction as Sequence Labelling Task SemEval 2024 Latent Concept-based Explanation of NLP Models EMNLP 2024 Latent Functional Maps: a spectral framework for representation alignment NeurIPS 2024 Latent-Guided Exemplar-Based Image Re-Colorization WACV 2024 Latent Intrinsics Emerge from Training to Relight NeurIPS 2024 Latent Modulated Function for Computational Optimal Continuous Image Representation CVPR 2024 Latent Neural Operator for Solving Forward and Inverse PDE Problems NeurIPS 2024 Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck ICLR 2024 Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks NeurIPS 2024 latentSplat: Autoencoding Variational Gaussians for Fast Generalizable 3D Reconstruction ECCV 2024 Latent variable model for high-dimensional point process with structured missingness ICML 2024 Late to the Party? On-Demand Unlabeled Personalized Federated Learning WACV 2024 LaWa: Using Latent Space for In-Generation Image Watermarking ECCV 2024 Layer-wise Regularized Dropout for Neural Language Models COLING 2024 Layer-Wise Representation Fusion for Compositional Generalization AAAI 2024 Laying Anchors: Semantically Priming Numerals in Language Modeling NAACL 2024