deep learning

Dense for the Price of Sparse: Improved Performance of Sparsely Initialized Networks via a Subspace Offset ICML 2021 Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery AAAI 2021 Detect Profane Language in Streaming Services to Protect Young Audiences ACL 2021 Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach AAAI 2021 Dirichlet Energy Constrained Learning for Deep Graph Neural Networks NeurIPS 2021 Distributional Depth-Based Estimation of Object Articulation Models CoRL 2021 Domain Generalization via Gradient Surgery ICCV 2021 DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning EMNLP 2021 Do not Let Privacy Overbill Utility: Gradient Embedding Perturbation for Private Learning ICLR 2021 DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction SemEval 2021 Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications AAAI 2021 Early Safety Warnings for Long-Distance Pipelines: A Distributed Optical Fiber Sensor Machine Learning Approach AAAI 2021 Early Stopping in Deep Networks: Double Descent and How to Eliminate it ICLR 2021 Efficient License Plate Recognition via Holistic Position Attention AAAI 2021 Efficient Multi-Stage Video Denoising With Recurrent Spatio-Temporal Fusion CVPR 2021 Efficient Poverty Mapping from High Resolution Remote Sensing Images AAAI 2021 Eliciting Bias in Question Answering Models through Ambiguity EMNLP 2021 Empowering Adaptive Early-Exit Inference with Latency Awareness AAAI 2021 EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles SemEval 2021 Enhance Curvature Information by Structured Stochastic Quasi-Newton Methods CVPR 2021 Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-To-Rank AAAI 2021 ES-JUST at SemEval-2021 Task 7: Detecting and Rating Humor and Offensive Text Using Deep Learning SemEval 2021 Estimating Calibrated Individualized Survival Curves with Deep Learning AAAI 2021 Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools EMNLP 2021 EventDrop: Data Augmentation for Event-based Learning IJCAI 2021