deep learning

SagaNet: A Small Sample Gated Network for Pediatric Cancer Diagnosis ICML 2021 Sample efficient learning of image-based diagnostic classifiers via probabilistic labels AISTATS 2021 Scene-Agnostic Multi-Microphone Speech Dereverberation Interspeech 2021 SciCap: Generating Captions for Scientific Figures EMNLP 2021 Searching for Alignment in Face Recognition AAAI 2021 Self-Contextualized Attention for Abusive Language Identification NAACL 2021 Semi-Supervised Learning via Triplet Network Based Active Learning (Student Abstract) AAAI 2021 Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation ICCV 2021 Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving ACL 2021 SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels ICML 2021 Simultaneously Reconciled Quantile Forecasting of Hierarchically Related Time Series AISTATS 2021 Single-Shot Freestyle Dance Reenactment CVPR 2021 SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables IJCAI 2021 Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration NeurIPS 2021 Stability and Generalization of Decentralized Stochastic Gradient Descent AAAI 2021 Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence NeurIPS 2021 Subsequence Based Deep Active Learning for Named Entity Recognition ACL 2021 Suicide Risk Prediction by Tracking Self-Harm Aspects in Tweets: NUS-IDS at the CLPsych 2021 Shared Task NAACL 2021 Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting AAAI 2021 Syntax in End-to-End Natural Language Processing EMNLP 2021 Team 9: A Comparison of Simple vs. Complex Models for Suicide Risk Assessment NAACL 2021 Tempered Sigmoid Activations for Deep Learning with Differential Privacy AAAI 2021 Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement Interspeech 2021 The Application of Learnable STRF Kernels to the 2021 Fearless Steps Phase-03 SAD Challenge Interspeech 2021 The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers ICLR 2021