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Deep Learning

1397 directly classified papers

Papers per year

Papers

Time Adaptive Recurrent Neural Network CVPR 2021
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition CVPR 2021
Improving Calibration for Long-Tailed Recognition CVPR 2021
Residual learning for 3D motion corrected quantitative MRI: Robust clinical T1, T2 and proton density mapping MIDL 2021
SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity NSDI 2021
Benign Overfitting of Constant-Stepsize SGD for Linear Regression COLT 2021
Does Typological Blinding Impede Cross-Lingual Sharing? EACL 2021
Identifying Named Entities as they are Typed EACL 2021
NLQuAD: A Non-Factoid Long Question Answering Data Set EACL 2021
Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents EACL 2021
On the application of Transformers for estimating the difficulty of Multiple-Choice Questions from text EACL 2021
Classification of mental illnesses on social media using RoBERTa EACL 2021
ssn_diBERTsity@LT-EDI-EACL2021:Hope Speech Detection on multilingual YouTube comments via transformer based approach EACL 2021
Simon @ LT-EDI-EACL2021: Detecting Hope Speech with BERT EACL 2021
Math Word Problem Solving with Explicit Numerical Values ACL 2021
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks ACL 2021
Identifying Hijacked Reviews ACL 2021
Completing the Picture: Randomized Smoothing Suffers from the Curse of Dimensionality for a Large Family of Distributions AISTATS 2021
Improving Classifier Confidence using Lossy Label-Invariant Transformations AISTATS 2021
Excess Capacity and Backdoor Poisoning NIPS 2021
Generalization Performance of Multi-pass Stochastic Gradient Descent with Convex Loss Functions JMLR 2021
LassoNet: A Neural Network with Feature Sparsity JMLR 2021
Improved Speech Enhancement Using a Time-Domain GAN with Mask Learning INTERSPEECH 2020
How Does Label Noise Affect the Quality of Speaker Embeddings? INTERSPEECH 2020
Self-Attentive Hawkes Process ICML 2020