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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

Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations CVPR 2022
Causality Inspired Representation Learning for Domain Generalization CVPR 2022
B-Cos Networks: Alignment Is All We Need for Interpretability CVPR 2022
Learning Video Representations of Human Motion From Synthetic Data CVPR 2022
Interactive Disentanglement: Learning Concepts by Interacting With Their Prototype Representations CVPR 2022
Fair Contrastive Learning for Facial Attribute Classification CVPR 2022
Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022
Contrastive Learning for Unsupervised Video Highlight Detection CVPR 2022
Frame Averaging for Equivariant Shape Space Learning CVPR 2022
PNP: Robust Learning From Noisy Labels by Probabilistic Noise Prediction CVPR 2022
Knowledge-Driven Self-Supervised Representation Learning for Facial Action Unit Recognition CVPR 2022
Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing CVPR 2022
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval CVPR 2022
Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022
RényiCL: Contrastive Representation Learning with Skew Rényi Divergence NIPS 2022
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning EMNLP 2022
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding EMNLP 2022
Invariant Language Modeling EMNLP 2022
Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction EMNLP 2022
Cross-Modal Similarity-Based Curriculum Learning for Image Captioning EMNLP 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022
Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph Completion EMNLP 2022
Predicting Prerequisite Relations for Unseen Concepts EMNLP 2022
Specializing Multi-domain NMT via Penalizing Low Mutual Information EMNLP 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022