Representation Learning

Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective ICML 2024 Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024 Feature Reuse and Scaling: Understanding Transfer Learning with Protein Language Models ICML 2024 FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging AAAI 2024 Federated Model Heterogeneous Matryoshka Representation Learning NeurIPS 2024 Federated Multi-View Clustering via Tensor Factorization IJCAI 2024 FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data ICLR 2024 FedUV: Uniformity and Variance for Heterogeneous Federated Learning CVPR 2024 Feedback control guides credit assignment in recurrent neural networks NeurIPS 2024 Few-Shot Detection of Machine-Generated Text using Style Representations ICLR 2024 Few-Shot Diffusion Models Escape the Curse of Dimensionality NeurIPS 2024 Few-Shot Learning for Cold-Start Recommendation COLING 2024 Few-Shot Relation Extraction with Hybrid Visual Evidence COLING 2024 Few-Shot Task Learning through Inverse Generative Modeling NeurIPS 2024 FFF: Fixing Flawed Foundations in Contrastive Pre-Training Results in Very Strong Vision-Language Models CVPR 2024 FilterNet: Harnessing Frequency Filters for Time Series Forecasting NeurIPS 2024 Filter, Rank, and Prune: Learning Linear Cyclic Gaussian Graphical Models AISTATS 2024 FinderNet: A Data Augmentation Free Canonicalization Aided Loop Detection and Closure Technique for Point Clouds in 6-DOF Separation. WACV 2024 Finding Educationally Supportive Contexts for Vocabulary Learning with Attention-Based Models COLING 2024 Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models NeurIPS 2024 Finding NEM-U: Explaining unsupervised representation learning through neural network generated explanation masks ICML 2024 Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model Interspeech 2024 Fine-Grained Alignment for Cross-Modal Recipe Retrieval WACV 2024 Fine-grained Control of Generative Data Augmentation in IoT Sensing NeurIPS 2024 Fine-Grained Distillation for Long Document Retrieval AAAI 2024