Deep Learning

Invariance of Weight Distributions in Rectified MLPs ICML 2018 InverseFaceNet: Deep Monocular Inverse Face Rendering CVPR 2018 Invertibility of Convolutional Generative Networks from Partial Measurements NeurIPS 2018 Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction ACL 2018 Investigating Capsule Networks with Dynamic Routing for Text Classification EMNLP 2018 Investigating Generative Adversarial Networks Based Speech Dereverberation for Robust Speech Recognition Interspeech 2018 Investigating the Challenges of Temporal Relation Extraction from Clinical Text EMNLP 2018 Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models EMNLP 2018 Investigation on Bandwidth Extension for Speaker Recognition Interspeech 2018 Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition Interspeech 2018 Investigation on LSTM Recurrent N-gram Language Models for Speech Recognition Interspeech 2018 Investigation on the Combination of Batch Normalization and Dropout in BLSTM-based Acoustic Modeling for ASR Interspeech 2018 Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation Interspeech 2018 iParaphrasing: Extracting Visually Grounded Paraphrases via an Image COLING 2018 IRCMS at SemEval-2018 Task 7 : Evaluating a basic CNN Method and Traditional Pipeline Method for Relation Classification SemEval 2018 i-RevNet: Deep Invertible Networks ICLR 2018 IRISA at SMM4H 2018: Neural Network and Bagging for Tweet Classification EMNLP 2018 IRIT at TRAC 2018 COLING 2018 IronyMagnet at SemEval-2018 Task 3: A Siamese network for Irony detection in Social media SemEval 2018 ISCLAB at SemEval-2018 Task 1: UIR-Miner for Affect in Tweets SemEval 2018 Is Generator Conditioning Causally Related to GAN Performance? ICML 2018 ISI ASR System for the Low Resource Speech Recognition Challenge for Indian Languages Interspeech 2018 Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks EMNLP 2018 ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing CVPR 2018 Iterative Amortized Inference ICML 2018