representation learning

Fake It Till You Make It: Learning Transferable Representations From Synthetic ImageNet Clones CVPR 2023 Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning ICML 2023 FCC: Feature Clusters Compression for Long-Tailed Visual Recognition CVPR 2023 Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation ICML 2023 Feature Disentanglement Learning With Switching and Aggregation for Video-Based Person Re-Identification WACV 2023 Feature Dropout: Revisiting the Role of Augmentations in Contrastive Learning NeurIPS 2023 Feature Expansion for Graph Neural Networks ICML 2023 Feature learning in deep classifiers through Intermediate Neural Collapse ICML 2023 Feature-Learning Networks Are Consistent Across Widths At Realistic Scales NeurIPS 2023 Feature Selection in the Contrastive Analysis Setting NeurIPS 2023 FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization ICML 2023 Federated learning of models pre-trained on different features with consensus graphs UAI 2023 Few-shot Classification with Hypersphere Modeling of Prototypes ACL 2023 Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation CVPR 2023 Few Shot Font Generation Via Transferring Similarity Guided Global Style and Quantization Local Style ICCV 2023 Few-Shot Video Classification via Representation Fusion and Promotion Learning ICCV 2023 Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning NeurIPS 2023 Fine-Grained Classification With Noisy Labels CVPR 2023 Fine-Grained Retrieval Prompt Tuning AAAI 2023 Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? IJCAI 2023 Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features EACL 2023 Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models ACL 2023 Fisher Information Embedding for Node and Graph Learning ICML 2023 Flow Factorized Representation Learning NeurIPS 2023 FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning AAAI 2023