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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Deep Attentive Model for Knowledge Tracing AAAI 2023
Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers AAAI 2023
Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis AAAI 2023
Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023
Sustaining Fairness via Incremental Learning AAAI 2023
Contrastive Classification and Representation Learning with Probabilistic Interpretation AAAI 2023
Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023
Towards Balanced Representation Learning for Credit Policy Evaluation AISTATS 2023
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data AISTATS 2023
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion NIPS 2023
Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations INTERSPEECH 2023
Parametric Information Maximization for Generalized Category Discovery ICCV 2023
Name Your Colour For the Task: Artificially Discover Colour Naming via Colour Quantisation Transformer ICCV 2023
ProtoFL: Unsupervised Federated Learning via Prototypical Distillation ICCV 2023
Self-regulating Prompts: Foundational Model Adaptation without Forgetting ICCV 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency ICCV 2023
BT^2: Backward-compatible Training with Basis Transformation ICCV 2023
Self-supervised Pre-training for Mirror Detection ICCV 2023
Few Shot Font Generation Via Transferring Similarity Guided Global Style and Quantization Local Style ICCV 2023
Large-to-Small Image Resolution Asymmetry in Deep Metric Learning WACV 2023
Discovering Salient Neurons in deep NLP models JMLR 2023
Learning Good State and Action Representations for Markov Decision Process via Tensor Decomposition JMLR 2023
Temporal Abstraction in Reinforcement Learning with the Successor Representation JMLR 2023
Probing Graph Representations AISTATS 2023
Improved Representation Learning Through Tensorized Autoencoders AISTATS 2023