Representation Learning

GmGM: a fast multi-axis Gaussian graphical model AISTATS 2024 GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network ACL 2024 GOEmbed: Gradient Origin Embeddings for Representation Agnostic 3D Feature Learning ECCV 2024 Golden_Duck at #SMM4H 2024: A Transformer-based Approach to Social Media Text Classification ACL 2024 GPA: Global and Prototype Alignment for Audio-Text Retrieval Interspeech 2024 GPT4Point: A Unified Framework for Point-Language Understanding and Generation CVPR 2024 Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation AAAI 2024 GRACE: Loss-Resilient Real-Time Video through Neural Codecs NSDI 2024 Gradient-based Visual Explanation for Transformer-based CLIP ICML 2024 GRADUAL: Granularity-aware Dual Prototype Learning for Better Few-Shot Relation Extraction ACL 2024 GraFITi: Graphs for Forecasting Irregularly Sampled Time Series AAAI 2024 Graph As Point Set ICML 2024 Graph-based Clustering for Detecting Semantic Change Across Time and Languages EACL 2024 Graph-based Uncertainty Metrics for Long-form Language Model Generations NeurIPS 2024 Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models NeurIPS 2024 Graphcode: Learning from multiparameter persistent homology using graph neural networks NeurIPS 2024 Graph Contrastive Learning with Reinforcement Augmentation IJCAI 2024 GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction NeurIPS 2024 Graph Edit Distance with General Costs Using Neural Set Divergence NeurIPS 2024 Graphemes vs. phonemes: battling it out in character-based language models CoNLL 2024 Graph Generation with Diffusion Mixture ICML 2024 Graph Geometry-Preserving Autoencoders ICML 2024 Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders NAACL 2024 Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024 Graph Machine Learning through the Lens of Bilevel Optimization AISTATS 2024