Deep Learning

AI Driven Accounts Payable Transformation AAAI 2022 A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions AAAI 2022 Amortized Inference for Heterogeneous Reconstruction in Cryo-EM NeurIPS 2022 An Empirical Study of End-to-End Temporal Action Detection CVPR 2022 An Interactive Explanatory AI System for Industrial Quality Control AAAI 2022 Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student Abstract) AAAI 2022 A Program to Build E(N)-Equivariant Steerable CNNs ICLR 2022 A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract) AAAI 2022 A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs NeurIPS 2022 Balanced MSE for Imbalanced Visual Regression CVPR 2022 Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks AAAI 2022 Block-NeRF: Scalable Large Scene Neural View Synthesis CVPR 2022 Boosting Out-of-distribution Detection with Typical Features NeurIPS 2022 Breaking Bad: A Dataset for Geometric Fracture and Reassembly NeurIPS 2022 C2SLR: Consistency-Enhanced Continuous Sign Language Recognition CVPR 2022 Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation EMNLP 2022 Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling AACL 2022 Characterizing Datapoints via Second-Split Forgetting NeurIPS 2022 CNLP-NITS-PP at MixMT 2022: Hinglish-English Code-Mixed Machine Translation EMNLP 2022 Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach EMNLP 2022 Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers Interspeech 2022 Compilable Neural Code Generation with Compiler Feedback ACL 2022 Context-Aware Video Reconstruction for Rolling Shutter Cameras CVPR 2022 Contextual Gradient Scaling for Few-Shot Learning WACV 2022 Controlling Japanese Machine Translation Output by Using JLPT Vocabulary Levels EMNLP 2022