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Representation Learning

4516 directly classified papers

Papers per year

Papers

Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting ICCV 2019
A Closed-Form Solution to Universal Style Transfer ICCV 2019
Accelerate Learning of Deep Hashing With Gradient Attention ICCV 2019
Better and Faster: Exponential Loss for Image Patch Matching ICCV 2019
Learning Local Descriptors With a CDF-Based Dynamic Soft Margin ICCV 2019
Towards Latent Attribute Discovery From Triplet Similarities ICCV 2019
DeepMDP: Learning Continuous Latent Space Models for Representation Learning ICML 2019
Analyzing and Improving Representations with the Soft Nearest Neighbor Loss ICML 2019
Learning Action Representations for Reinforcement Learning ICML 2019
Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo ACL 2019
Detection of Adverse Drug Reaction in Tweets Using a Combination of Heterogeneous Word Embeddings ACL 2019
Learning to Explain: Answering Why-Questions via Rephrasing ACL 2019
One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues ACL 2019
Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection ACL 2019
Learning Compressed Sentence Representations for On-Device Text Processing ACL 2019
Reliability-aware Dynamic Feature Composition for Name Tagging ACL 2019
Relation Embedding with Dihedral Group in Knowledge Graph ACL 2019
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation ACL 2019
Augmenting Neural Networks with First-order Logic ACL 2019
Adaptive Attention Span in Transformers ACL 2019
Finding Your Voice: The Linguistic Development of Mental Health Counselors ACL 2019
Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network ACL 2019
Searching for Effective Neural Extractive Summarization: What Works and What’s Next ACL 2019
On the Word Alignment from Neural Machine Translation ACL 2019
Understanding Undesirable Word Embedding Associations ACL 2019