representation learning

Exploring evolution-aware & -free protein language models as protein function predictors NeurIPS 2022 Exploring representation learning for small-footprint keyword spotting Interspeech 2022 Exploring Representation-level Augmentation for Code Search EMNLP 2022 Exploring Set Similarity for Dense Self-Supervised Representation Learning CVPR 2022 Exploring the Gap between Collapsed & Whitened Features in Self-Supervised Learning ICML 2022 Exploring the Latent Space of Autoencoders with Interventional Assays NeurIPS 2022 Exploring the Limits of Large Scale Pre-training ICLR 2022 Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022 Extended Unconstrained Features Model for Exploring Deep Neural Collapse ICML 2022 Extractive Knowledge Distillation WACV 2022 FACT: Learning Governing Abstractions Behind Integer Sequences NeurIPS 2022 Fair Contrastive Learning for Facial Attribute Classification CVPR 2022 FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation MIDL 2022 FedAvg with Fine Tuning: Local Updates Lead to Representation Learning NeurIPS 2022 FedBABU: Toward Enhanced Representation for Federated Image Classification ICLR 2022 Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NeurIPS 2022 Federated Multi-Task Attention for Cross-Individual Human Activity Recognition IJCAI 2022 FedSR: A Simple and Effective Domain Generalization Method for Federated Learning NeurIPS 2022 Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records MLHC 2022 FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting NeurIPS 2022 Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge AISTATS 2022 Fine-grained Contrastive Learning for Relation Extraction EMNLP 2022 Fine-grained Multi-lingual Disentangled Autoencoder for Language-agnostic Representation Learning EMNLP 2022 Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022 Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport IJCAI 2022