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Deep Learning

1397 directly classified papers

Papers per year

Papers

Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages EMNLP 2021
Can Question Generation Debias Question Answering Models? A Case Study on Question–Context Lexical Overlap EMNLP 2021
Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity EMNLP 2021
Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis EMNLP 2021
Findings of the 2021 Conference on Machine Translation (WMT21) EMNLP 2021
eTranslation’s Submissions to the WMT 2021 News Translation Task EMNLP 2021
Back-translation for Large-Scale Multilingual Machine Translation EMNLP 2021
Findings of the WMT Shared Task on Machine Translation Using Terminologies EMNLP 2021
Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set EMNLP 2021
Monotonic Simultaneous Translation with Chunk-wise Reordering and Refinement EMNLP 2021
Simultaneous Neural Machine Translation with Constituent Label Prediction EMNLP 2021
Finding the needle in a haystack: Extraction of Informative COVID-19 Danish Tweets EMNLP 2021
Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021
KOALAnet: Blind Super-Resolution Using Kernel-Oriented Adaptive Local Adjustment CVPR 2021
InverseForm: A Loss Function for Structured Boundary-Aware Segmentation CVPR 2021
Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement CVPR 2021
On Robustness and Transferability of Convolutional Neural Networks CVPR 2021
DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions CVPR 2021
Group Whitening: Balancing Learning Efficiency and Representational Capacity CVPR 2021
Augmentation Strategies for Learning With Noisy Labels CVPR 2021
GAIA: A Transfer Learning System of Object Detection That Fits Your Needs CVPR 2021
Mitigating Face Recognition Bias via Group Adaptive Classifier CVPR 2021
StickyPillars: Robust and Efficient Feature Matching on Point Clouds Using Graph Neural Networks CVPR 2021
Object Classification From Randomized EEG Trials CVPR 2021
Deep Stable Learning for Out-of-Distribution Generalization CVPR 2021