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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

Leveraging Time Irreversibility with Order-Contrastive Pre-training AISTATS 2022
Contrasting the landscape of contrastive and non-contrastive learning AISTATS 2022
Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge AISTATS 2022
Disentangling Whether from When in a Neural Mixture Cure Model for Failure Time Data AISTATS 2022
On the Interplay between Information Loss and Operation Loss in Representations for Classification AISTATS 2022
Fundamental Limits and Tradeoffs in Invariant Representation Learning JMLR 2022
From Node To Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection WACV 2022
Multi-Head Deep Metric Learning Using Global and Local Representations WACV 2022
Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels WACV 2022
Unsupervised Learning for Human Sensing Using Radio Signals WACV 2022
Improving Model Generalization by Agreement of Learned Representations From Data Augmentation WACV 2022
Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022
Visual Emotion Representation Learning via Emotion-Aware Pre-training IJCAI 2022
Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking IJCAI 2022
Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum NIPS 2022
Locally Distributed Activation Vectors for Guided Feature Attribution COLING 2022
Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories COLING 2022
The Magnitude and Phase based Speech Representation Learning using Autoencoder for Classifying Speech Emotions using Deep Canonical Correlation Analysis INTERSPEECH 2022
Speech Pre-training with Acoustic Piece INTERSPEECH 2022
Cross-Domain Few-Shot Graph Classification AAAI 2022
Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning AAAI 2022
SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation AAAI 2022
Continual Learning through Retrieval and Imagination AAAI 2022
Structural Landmarking and Interaction Modelling: A “SLIM” Network for Graph Classification AAAI 2022
Text Revision By On-the-Fly Representation Optimization AAAI 2022