Deep Learning

Hyperparameter Selection for Imitation Learning ICML 2021 Identifying Hijacked Reviews ACL 2021 Identifying Named Entities as they are Typed EACL 2021 IDOL: Inertial Deep Orientation-Estimation and Localization AAAI 2021 Improving Calibration for Long-Tailed Recognition CVPR 2021 Improving Classifier Confidence using Lossy Label-Invariant Transformations AISTATS 2021 Improving Gradient Regularization using Complex-Valued Neural Networks ICML 2021 INTERSPEECH 2021 Acoustic Echo Cancellation Challenge Interspeech 2021 InverseForm: A Loss Function for Structured Boundary-Aware Segmentation CVPR 2021 Joint Feature Enhancement and Speaker Recognition with Multi-Objective Task-Oriented Network Interspeech 2021 Knowledge-aware Leap-LSTM: Integrating Prior Knowledge into Leap-LSTM towards Faster Long Text Classification AAAI 2021 KOALAnet: Blind Super-Resolution Using Kernel-Oriented Adaptive Local Adjustment CVPR 2021 Label Confusion Learning to Enhance Text Classification Models AAAI 2021 Language ID Prediction from Speech Using Self-Attentive Pooling NAACL 2021 LassoNet: A Neural Network with Feature Sparsity JMLR 2021 LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy IJCAI 2021 LieTransformer: Equivariant Self-Attention for Lie Groups ICML 2021 Math Word Problem Solving with Explicit Numerical Values ACL 2021 Mitigating Face Recognition Bias via Group Adaptive Classifier CVPR 2021 Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model EMNLP 2021 Monotonic Simultaneous Translation with Chunk-wise Reordering and Refinement EMNLP 2021 Multi-Layer Random Perturbation Training for improving Model Generalization Efficiently EMNLP 2021 Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks ACL 2021 NGC: A Unified Framework for Learning With Open-World Noisy Data ICCV 2021 NLQuAD: A Non-Factoid Long Question Answering Data Set EACL 2021