Deep Learning

A Local-to-Global Approach to Multi-Modal Movie Scene Segmentation CVPR 2020 A Long Horizon Planning Framework for Manipulating Rigid Pointcloud Objects CoRL 2020 A Loss Function for Generative Neural Networks Based on Watson’s Perceptual Model NeurIPS 2020 ALT at SemEval-2020 Task 12: Arabic and English Offensive Language Identification in Social Media SemEval 2020 Alternating Language Modeling for Cross-Lingual Pre-Training AAAI 2020 AMAGOLD: Amortized Metropolis Adjustment for Efficient Stochastic Gradient MCMC AISTATS 2020 Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training EMNLP 2020 Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification ACL 2020 A Mask-Based Model for Mandarin Chinese Polyphone Disambiguation Interspeech 2020 A mathematical model for automatic differentiation in machine learning NeurIPS 2020 A Mean Field Analysis Of Deep ResNet And Beyond: Towards Provably Optimization Via Overparameterization From Depth ICML 2020 A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network NeurIPS 2020 AMEX-AI-LABS: Investigating Transfer Learning for Title Detection in Table of Contents Generation COLING 2020 A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings COLING 2020 A Model-Driven Deep Neural Network for Single Image Rain Removal CVPR 2020 A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages ACL 2020 Amortized Inference of Variational Bounds for Learning Noisy-OR AISTATS 2020 Amortized Nesterov’s Momentum: A Robust Momentum and Its Application to Deep Learning UAI 2020 Amortized Population Gibbs Samplers with Neural Sufficient Statistics ICML 2020 Amortized variance reduction for doubly stochastic objective UAI 2020 AMRL: Aggregated Memory For Reinforcement Learning ICLR 2020 AMR Parsing via Graph-Sequence Iterative Inference ACL 2020 AMR Parsing with Latent Structural Information ACL 2020 AMR Quality Rating with a Lightweight CNN AACL 2020 Amsqr at SemEval-2020 Task 12: Offensive Language Detection Using Neural Networks and Anti-adversarial Features SemEval 2020