Deep Learning

Improving RNN Transducer Acoustic Models for English Conversational Speech Recognition Interspeech 2023 Improving Robotic Tactile Localization Super-resolution via Spatiotemporal Continuity Learning and Overlapping Air Chambers AAAI 2023 Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting AAAI 2023 Input Perturbation Reduces Exposure Bias in Diffusion Models ICML 2023 Integrating Random Effects in Deep Neural Networks JMLR 2023 Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild AAAI 2023 JCT at SemEval-2023 Tasks 12 A and 12B: Sentiment Analysis for Tweets Written in Low-resource African Languages using Various Machine Learning and Deep Learning Methods, Resampling, and HyperParameter Tuning SemEval 2023 Learning Deep Time-index Models for Time Series Forecasting ICML 2023 Learning Neural PDE Solvers with Parameter-Guided Channel Attention ICML 2023 Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States NeurIPS 2023 Lens Parameter Estimation for Realistic Depth of Field Modeling ICCV 2023 Local and Global Logit Adjustments for Long-Tailed Learning ICCV 2023 Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration ACL 2023 Long Document Summarization with Top-down and Bottom-up Inference EACL 2023 MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data AAAI 2023 Mitigating Artifacts in Real-World Video Super-resolution Models AAAI 2023 Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding Interspeech 2023 Most Neural Networks Are Almost Learnable NeurIPS 2023 MultiAdam: Parameter-wise Scale-invariant Optimizer for Multiscale Training of Physics-informed Neural Networks ICML 2023 Multi-target Backdoor Attacks for Code Pre-trained Models ACL 2023 Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023 Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging ICCV 2023 Neural Machine Translation through Active Learning on low-resource languages: The case of Spanish to Mapudungun ACL 2023 N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution CVPR 2023 Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior CVPR 2023