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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja EMNLP 2019
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization EMNLP 2019
Subtopic-driven Multi-Document Summarization EMNLP 2019
A Unified Neural Coherence Model EMNLP 2019
Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach EMNLP 2019
Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation EMNLP 2019
Investigating Multilingual NMT Representations at Scale EMNLP 2019
Commonsense Knowledge Mining from Pretrained Models EMNLP 2019
Incorporating Visual Semantics into Sentence Representations within a Grounded Space EMNLP 2019
Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices NIPS 2019
Learning Robust Global Representations by Penalizing Local Predictive Power NIPS 2019
Linking artificial and human neural representations of language EMNLP 2019
Big Generalizations with Small Data: Exploring the Role of Training Samples in Learning Adjectives of Size EMNLP 2019
Can Unconditional Language Models Recover Arbitrary Sentences? NIPS 2019
Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels NIPS 2019
Guided Similarity Separation for Image Retrieval NIPS 2019
End to end learning and optimization on graphs NIPS 2019
Metric Learning for Adversarial Robustness NIPS 2019
Exploring Multilingual Syntactic Sentence Representations EMNLP 2019
Local Temporal Bilinear Pooling for Fine-Grained Action Parsing CVPR 2019
Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection CVPR 2019
Self-Supervised Representation Learning From Videos for Facial Action Unit Detection CVPR 2019
Deep Supervised Cross-Modal Retrieval CVPR 2019
FEELVOS: Fast End-To-End Embedding Learning for Video Object Segmentation CVPR 2019
Discovering Fair Representations in the Data Domain CVPR 2019