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Deep Learning

1752 directly classified papers

Papers per year

Papers

Turning Frequency to Resolution: Video Super-Resolution via Event Cameras CVPR 2021
Improving Panoptic Segmentation at All Scales CVPR 2021
Robust Consistent Video Depth Estimation CVPR 2021
Restoring Extremely Dark Images in Real Time CVPR 2021
Image Restoration for Under-Display Camera CVPR 2021
Deep Learning with Label Differential Privacy NIPS 2021
From back to the roots into the gated woods: Deep learning for NLP NAACL 2021
Anlirika: An LSTM–CNN Flow Twister for Spoken Language Identification NAACL 2021
Non-Autoregressive Text Generation with Pre-trained Language Models EACL 2021
Searching for Search Errors in Neural Morphological Inflection EACL 2021
Context-aware Neural Machine Translation with Mini-batch Embedding EACL 2021
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework NIPS 2021
FIND: Human-in-the-Loop Debugging Deep Text Classifiers EMNLP 2020
What Have We Achieved on Text Summarization? EMNLP 2020
SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling EMNLP 2020
Training for Gibbs Sampling on Conditional Random Fields with Neural Scoring Factors EMNLP 2020
Online Conversation Disentanglement with Pointer Networks EMNLP 2020
Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments EMNLP 2020
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning EMNLP 2020
A State-independent and Time-evolving Network for Early Rumor Detection in Social Media EMNLP 2020
Improving Text Generation with Student-Forcing Optimal Transport EMNLP 2020
Multi-Fact Correction in Abstractive Text Summarization EMNLP 2020
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data EMNLP 2020
JBNU at MRP 2020: AMR Parsing Using a Joint State Model for Graph-Sequence Iterative Inference EMNLP 2020
DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers EMNLP 2020