conftrace_

deep learning

2118 papers

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Also known as

DL

Co-occurring keywords

neural network (6616) text classification (6793) convolutional neural network (4226) representation learning (6206) transfer learning (5449) deep neural network (1803) attention mechanism (4001) natural language processing (2034) image classification (1944) feature learning (1311)

Papers

BANANA at WNUT-2020 Task 2: Identifying COVID-19 Information on Twitter by Combining Deep Learning and Transfer Learning Models EMNLP 2020
Not-NUTs at WNUT-2020 Task 2: A BERT-based System in Identifying Informative COVID-19 English Tweets EMNLP 2020
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models EMNLP 2020
UET at WNUT-2020 Task 2: A Study of Combining Transfer Learning Methods for Text Classification with RoBERTa EMNLP 2020
Dartmouth CS at WNUT-2020 Task 2: Informative COVID-19 Tweet Classification Using BERT EMNLP 2020
Gradient Surgery for Multi-Task Learning NIPS 2020
Almost Surely Stable Deep Dynamics NIPS 2020
Listening to Sounds of Silence for Speech Denoising NIPS 2020
Self-supervised learning through the eyes of a child NIPS 2020
Pushing the Limits of Narrow Precision Inferencing at Cloud Scale with Microsoft Floating Point NIPS 2020
Knowledge Augmented Deep Neural Networks for Joint Facial Expression and Action Unit Recognition NIPS 2020
Multifaceted Uncertainty Estimation for Label-Efficient Deep Learning NIPS 2020
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models NIPS 2020
SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology NIPS 2020
Building Deep Equivariant Capsule Networks ICLR 2020
Grasp Proposal Networks: An End-to-End Solution for Visual Learning of Robotic Grasps NIPS 2020
Online Learning in Contextual Bandits using Gated Linear Networks NIPS 2020
Neural Path Features and Neural Path Kernel : Understanding the role of gates in deep learning NIPS 2020
On the linearity of large non-linear models: when and why the tangent kernel is constant NIPS 2020
PLLay: Efficient Topological Layer based on Persistent Landscapes NIPS 2020
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning NIPS 2020
Directional convergence and alignment in deep learning NIPS 2020
Pruning Filter in Filter NIPS 2020
Elimination of All Bad Local Minima in Deep Learning AISTATS 2020
GluonTS: Probabilistic and Neural Time Series Modeling in Python JMLR 2020