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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer NIPS 2021
Representation Learning From Videos In-the-Wild: An Object-Centric Approach WACV 2021
Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-Shot Learning WACV 2021
Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets ACL 2021
L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing CVPR 2021
Learning One Representation to Optimize All Rewards NIPS 2021
Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning AAAI 2021
Learning Domain Invariant Representations in Goal-conditioned Block MDPs NIPS 2021
A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning NIPS 2021
Object-aware Contrastive Learning for Debiased Scene Representation NIPS 2021
Fractal Autoencoders for Feature Selection AAAI 2021
Implicit Kernel Attention AAAI 2021
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation AAAI 2021
EnD: Entangling and Disentangling Deep Representations for Bias Correction CVPR 2021
Sequence-to-Sequence Contrastive Learning for Text Recognition CVPR 2021
Complementary Relation Contrastive Distillation CVPR 2021
Mining Better Samples for Contrastive Learning of Temporal Correspondence CVPR 2021
Understanding the Behaviour of Contrastive Loss CVPR 2021
Exponential Moving Average Normalization for Self-Supervised and Semi-Supervised Learning CVPR 2021
Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders CVPR 2021
Reinforced Attention for Few-Shot Learning and Beyond CVPR 2021
Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning CVPR 2021
Progressive Stage-Wise Learning for Unsupervised Feature Representation Enhancement CVPR 2021