Deep Learning

Should we Hard-Code the Recurrence Concept or Learn it Instead ? Exploring the Transformer Architecture for Audio-Visual Speech Recognition Interspeech 2020 Should You Fine-Tune BERT for Automated Essay Scoring? ACL 2020 Show, Edit and Tell: A Framework for Editing Image Captions CVPR 2020 Show, Recall, and Tell: Image Captioning with Recall Mechanism AAAI 2020 SiamBOMB: A Real-time AI-based System for Home-cage Animal Tracking, Segmentation and Behavioral Analysis IJCAI 2020 SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking CVPR 2020 Siamese Box Adaptive Network for Visual Tracking CVPR 2020 Siamese Content Loss Networks for Highly Imbalanced Medical Image Segmentation MIDL 2020 Siamese Convolutional Neural Network Using Gaussian Probability Feature for Spoofing Speech Detection Interspeech 2020 Siamese X-Vector Reconstruction for Domain Adapted Speaker Recognition Interspeech 2020 SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines AAAI 2020 Siam R-CNN: Visual Tracking by Re-Detection CVPR 2020 Sideways: Depth-Parallel Training of Video Models CVPR 2020 SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2020 Significance Tests for Neural Networks JMLR 2020 Sign Language Transformers: Joint End-to-End Sign Language Recognition and Translation CVPR 2020 Silhouette Guided Point Cloud Reconstruction beyond Occlusion WACV 2020 SimAlign: High Quality Word Alignments Without Parallel Training Data Using Static and Contextualized Embeddings EMNLP 2020 Similarity Analysis of Contextual Word Representation Models ACL 2020 Simple and Deep Graph Convolutional Networks ICML 2020 Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness NeurIPS 2020 Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging EMNLP 2020 Simple Hierarchical Multi-Task Neural End-To-End Entity Linking for Biomedical Text EMNLP 2020 Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation AAAI 2020 Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit Constraints NeurIPS 2020