Deep Learning

Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer CVPR 2018 Weakly Supervised Action Localization by Sparse Temporal Pooling Network CVPR 2018 Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment CVPR 2018 Weakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning IJCAI 2018 Weakly Supervised Dense Event Captioning in Videos NeurIPS 2018 Weakly Supervised Instance Segmentation Using Class Peak Response CVPR 2018 Weakly Supervised Learning of Single-Cell Feature Embeddings CVPR 2018 Weakly-Supervised Neural Semantic Parsing with a Generative Ranker CoNLL 2018 Weakly Supervised Phrase Localization With Multi-Scale Anchored Transformer Network CVPR 2018 Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features CVPR 2018 Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR 2018 WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition EMNLP 2018 Weighted SGD for ℓ_p Regression with Randomized Preconditioning JMLR 2018 Weightless: Lossy weight encoding for deep neural network compression ICML 2018 WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling ICLR 2018 What can we learn from Semantic Tagging? EMNLP 2018 What do character-level models learn about morphology? The case of dependency parsing EMNLP 2018 What Do Deep Networks Like to See? CVPR 2018 What do RNN Language Models Learn about Filler–Gap Dependencies? EMNLP 2018 What Game Are We Playing? End-to-end Learning in Normal and Extensive Form Games IJCAI 2018 What’s Going On in Neural Constituency Parsers? An Analysis NAACL 2018 What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training NAACL 2018 What’s This Movie About? A Joint Neural Network Architecture for Movie Content Analysis NAACL 2018 What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL 2018 When data permutations are pathological: the case of neural natural language inference EMNLP 2018