Deep Learning

Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ICML 2022 SHAS: Approaching optimal Segmentation for End-to-End Speech Translation Interspeech 2022 Shedding New Light on the Language of the Dark Web NAACL 2022 Siamese BERT-Based Model for Web Search Relevance Ranking Evaluated on a New Czech Dataset AAAI 2022 Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs AAAI 2022 Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation EMNLP 2022 The VolcTrans System for WMT22 Multilingual Machine Translation Task EMNLP 2022 To Smooth or Not? When Label Smoothing Meets Noisy Labels ICML 2022 Towards Accurate Facial Motion Retargeting with Identity-Consistent and Expression-Exclusive Constraints AAAI 2022 Towards Explaining Subjective Ground of Individuals on Social Media EMNLP 2022 Tracking COVID-19 protest events in the United States. Shared Task 2: Event Database Replication, CASE 2022 EMNLP 2022 Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation CVPR 2022 Training Two-Layer ReLU Networks with Gradient Descent is Inconsistent JMLR 2022 Translating Hanja Historical Documents to Contemporary Korean and English EMNLP 2022 Uncertainty-Aware Learning against Label Noise on Imbalanced Datasets AAAI 2022 Universality of Winning Tickets: A Renormalization Group Perspective ICML 2022 Utterance-by-utterance overlap-aware neural diarization with Graph-PIT Interspeech 2022 Validating Causal Inference Methods ICML 2022 Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation EMNLP 2022 When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee ICML 2022 Word Level Robustness Enhancement: Fight Perturbation with Perturbation AAAI 2022 Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization AAAI 2021 Acoustic Event Detection with Classifier Chains Interspeech 2021 Acoustic Scene Classification Using Kervolution-Based SubSpectralNet Interspeech 2021 A Deep Learning Method to Multi-Channel Active Noise Control Interspeech 2021