Deep Learning

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR 2018 Literal, Metphorical or Both? Detecting Metaphoricity in Isolated Adjective-Noun Phrases NAACL 2018 Local Identifiability of ℓ_1-minimization Dictionary Learning: a Sufficient and Almost Necessary Condition JMLR 2018 Localizing Moments in Video with Temporal Language EMNLP 2018 Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain EMNLP 2018 Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks CVPR 2018 Long Distance Voice Channel Diagnosis Using Deep Neural Networks Interspeech 2018 Long short-term memory and Learning-to-learn in networks of spiking neurons NeurIPS 2018 Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models CVPR 2018 Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion CVPR 2018 Loss-aware Weight Quantization of Deep Networks ICLR 2018 Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP 2018 Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs NeurIPS 2018 Low-Latency Video Semantic Segmentation CVPR 2018 Low-rank passthrough neural networks ACL 2018 Low-Resource Machine Transliteration Using Recurrent Neural Networks of Asian Languages ACL 2018 Low-Shot Learning From Imaginary Data CVPR 2018 Low-Shot Learning With Imprinted Weights CVPR 2018 Low-Shot Learning With Large-Scale Diffusion CVPR 2018 LRMM: Learning to Recommend with Missing Modalities EMNLP 2018 LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics NAACL 2018 LSTBM: A Novel Sequence Representation of Speech Spectra Using Restricted Boltzmann Machine with Long Short-Term Memory Interspeech 2018 LSTM Pose Machines CVPR 2018 LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better ACL 2018 LSTMs Exploit Linguistic Attributes of Data ACL 2018