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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Self-Training for Unsupervised Parsing with PRPN ACL 2020
LIT Team’s System Description for Japanese-Chinese Machine Translation Task in IWSLT 2020 ACL 2020
Self-Attentive Hawkes Process ICML 2020
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs ICML 2020
Self-supervised Label Augmentation via Input Transformations ICML 2020
CURL: Contrastive Unsupervised Representations for Reinforcement Learning ICML 2020
Compressive sensing with un-trained neural networks: Gradient descent finds a smooth approximation ICML 2020
Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning ICML 2020
Semi-supervised Fine-grained Approach for Arabic dialect detection task COLING 2020
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition COLING 2020
FX-GAN: Self-Supervised GAN Learning via Feature Exchange WACV 2020
RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation WACV 2020
Learn a Global Appearance Semi-Supervisedly for Synthesizing Person Images WACV 2020
Supervised and Unsupervised Learning of Parameterized Color Enhancement WACV 2020
Temporal Contrastive Pretraining for Video Action Recognition WACV 2020
Unsupervised Learning of Camera Pose with Compositional Re-estimation WACV 2020
A Sober Look at the Unsupervised Learning of Disentangled Representations and their Evaluation JMLR 2020
S3K: Self-Supervised Semantic Keypoints for Robotic Manipulation via Multi-View Consistency CORL 2020
Improving NMT via Filtered Back Translation AACL 2020
Zero-shot translation among Indian languages AACL 2020
Rethinking Temporal Fusion for Video-Based Person Re-Identification on Semantic and Time Aspect AAAI 2020
Learning Deep Relations to Promote Saliency Detection AAAI 2020
Structure Learning for Headline Generation AAAI 2020
Rare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking AAAI 2020
Attentive Experience Replay AAAI 2020