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Representation Learning

4516 directly classified papers

Papers per year

Papers

Global Versus Localized Generative Adversarial Nets CVPR 2018
Min-Entropy Latent Model for Weakly Supervised Object Detection CVPR 2018
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN CVPR 2018
Clinical Skin Lesion Diagnosis Using Representations Inspired by Dermatologist Criteria CVPR 2018
Multi-Scale Location-Aware Kernel Representation for Object Detection CVPR 2018
Deep Cauchy Hashing for Hamming Space Retrieval CVPR 2018
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR 2018
Video Person Re-Identification With Competitive Snippet-Similarity Aggregation and Co-Attentive Snippet Embedding CVPR 2018
Recognizing Human Actions as the Evolution of Pose Estimation Maps CVPR 2018
Video Representation Learning Using Discriminative Pooling CVPR 2018
Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons CVPR 2018
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks CVPR 2018
Tensorize, Factorize and Regularize: Robust Visual Relationship Learning CVPR 2018
Learning to Estimate 3D Human Pose and Shape From a Single Color Image CVPR 2018
Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation EMNLP 2018
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision EMNLP 2018
Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding EMNLP 2018
CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018
Improving Cross-Lingual Word Embeddings by Meeting in the Middle EMNLP 2018
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse EMNLP 2018
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP 2018
A Stable and Effective Learning Strategy for Trainable Greedy Decoding EMNLP 2018
NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings EMNLP 2018
Surprisingly Easy Hard-Attention for Sequence to Sequence Learning EMNLP 2018
Learning To Split and Rephrase From Wikipedia Edit History EMNLP 2018