Representation Learning

Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation EMNLP 2022 Fast Rank-1 NMF for Missing Data with KL Divergence AISTATS 2022 Fast Relative Entropy Coding with A* coding ICML 2022 FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation MIDL 2022 Feature learning and random features in standard finite-width convolutional neural networks: An empirical study UAI 2022 Feature Learning and Signal Propagation in Deep Neural Networks ICML 2022 Feature Learning in L_2-regularized DNNs: Attraction/Repulsion and Sparsity NeurIPS 2022 Feature Space Particle Inference for Neural Network Ensembles ICML 2022 FedAvg with Fine Tuning: Local Updates Lead to Representation Learning NeurIPS 2022 FedBABU: Toward Enhanced Representation for Federated Image Classification ICLR 2022 Federated Multi-Task Attention for Cross-Individual Human Activity Recognition IJCAI 2022 FedProto: Federated Prototype Learning across Heterogeneous Clients AAAI 2022 FedSR: A Simple and Effective Domain Generalization Method for Federated Learning NeurIPS 2022 FeLMi : Few shot Learning with hard Mixup NeurIPS 2022 Few-Shot Learning on Graphs IJCAI 2022 Few-shot Query-Focused Summarization with Prefix-Merging EMNLP 2022 Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks ICLR 2022 FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting NeurIPS 2022 Finding Global Homophily in Graph Neural Networks When Meeting Heterophily ICML 2022 Finding Influential Instances for Distantly Supervised Relation Extraction COLING 2022 Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks EMNLP 2022 Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge AISTATS 2022 Fine-grained Contrastive Learning for Definition Generation AACL 2022 Fine-grained Multi-lingual Disentangled Autoencoder for Language-agnostic Representation Learning EMNLP 2022 Fine-grained Noise Control for Multispeaker Speech Synthesis Interspeech 2022