Representation Learning

UniAudio: Towards Universal Audio Generation with Large Language Models ICML 2024 UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All CVPR 2024 UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding AAAI 2024 UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning ICML 2024 Unified Audio Visual Cues for Target Speaker Extraction Interspeech 2024 Unified Guidance for Geometry-Conditioned Molecular Generation NeurIPS 2024 Unified Lexical Representation for Interpretable Visual-Language Alignment NeurIPS 2024 Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models ICML 2024 Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles NeurIPS 2024 Unifying Image Processing as Visual Prompting Question Answering ICML 2024 UniGAD: Unifying Multi-level Graph Anomaly Detection NeurIPS 2024 Union Subgraph Neural Networks AAAI 2024 UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections NeurIPS 2024 UniTabNet: Bridging Vision and Language Models for Enhanced Table Structure Recognition EMNLP 2024 Unitary Convolutions for Learning on Graphs and Groups NeurIPS 2024 Unity by Diversity: Improved Representation Learning for Multimodal VAEs NeurIPS 2024 Universal In-Context Approximation By Prompting Fully Recurrent Models NeurIPS 2024 Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators NeurIPS 2024 Universal Representation of Permutation-Invariant Functions on Vectors and Tensors ALT 2024 Unknown-Aware Graph Regularization for Robust Semi-supervised Learning from Uncurated Data AAAI 2024 Unlabeled Principal Component Analysis and Matrix Completion JMLR 2024 Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems NeurIPS 2024 Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND ICLR 2024 Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion COLING 2024 Unlocking the Power of Representations in Long-term Novelty-based Exploration ICLR 2024