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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

Multiple Instance Captioning: Learning Representations From Histopathology Textbooks and Articles CVPR 2021
Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase EACL 2021
Neural Transformation Learning for Deep Anomaly Detection Beyond Images ICML 2021
Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning ICCV 2021
WarpedGANSpace: Finding Non-Linear RBF Paths in GAN Latent Space ICCV 2021
Conformer: Local Features Coupling Global Representations for Visual Recognition ICCV 2021
Understanding Noise Injection in GANs ICML 2021
Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations ICML 2021
Does My Representation Capture X? Probe-Ably IJCNLP 2021
Building Affordance Relations for Robotic Agents - A Review IJCAI 2021
Improving Zero-Shot Translation by Disentangling Positional Information IJCNLP 2021
Language Modelling as a Multi-Task Problem EACL 2021
A Receptor Skeleton for Capsule Neural Networks ICML 2021
Few-shot Font Generation with Localized Style Representations and Factorization AAAI 2021
Graph Game Embedding AAAI 2021
Few-shot Learning for Multi-label Intent Detection AAAI 2021
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection AAAI 2021
Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing AAAI 2021
HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders AAAI 2021
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO EACL 2021
Predictive Feature Learning for Future Segmentation Prediction ICCV 2021
Are Neural Networks Extracting Linguistic Properties or Memorizing Training Data? An Observation with a Multilingual Probe for Predicting Tense EACL 2021
ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification AAAI 2021
Learning Representations for Incomplete Time Series Clustering AAAI 2021
Invariant Policy Optimization: Towards Stronger Generalization in Reinforcement Learning L4DC 2021