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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

Supervising the Transfer of Reasoning Patterns in VQA NIPS 2021
Representing Hyperbolic Space Accurately using Multi-Component Floats NIPS 2021
Self-Supervised Learning with Kernel Dependence Maximization NIPS 2021
Neural Tangent Kernel Maximum Mean Discrepancy NIPS 2021
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning NIPS 2021
Learning Compact Representations of Neural Networks using DiscriminAtive Masking (DAM) NIPS 2021
Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning NIPS 2021
Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss NIPS 2021
Similarity and Matching of Neural Network Representations NIPS 2021
Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels IJCNLP 2021
Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities IJCNLP 2021
BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks IJCNLP 2021
ECG ODE-GAN: Learning Ordinary Differential Equations of ECG Dynamics via Generative Adversarial Learning AAAI 2021
Learning Debiased and Disentangled Representations for Semantic Segmentation NIPS 2021
What Makes Multi-Modal Learning Better than Single (Provably) NIPS 2021
MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation MLHC 2021
Intriguing Properties of Contrastive Losses NIPS 2021
ReSSL: Relational Self-Supervised Learning with Weak Augmentation NIPS 2021
Learning Embeddings for Rare Words Leveraging Internet Search Engine and Spatial Location Relationships ACL 2021
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition ACL 2021
On Contrastive Representations of Stochastic Processes NIPS 2021
Mean Shift for Self-Supervised Learning ICCV 2021
Emerging Properties in Self-Supervised Vision Transformers ICCV 2021
Multi-level Distance Regularization for Deep Metric Learning AAAI 2021
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes NIPS 2021