deep learning

pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models NeurIPS 2022 QDPN - Quasi-dual-path Network for single-channel Speech Separation Interspeech 2022 RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling NeurIPS 2022 Recent Advances in Concept Drift Adaptation Methods for Deep Learning IJCAI 2022 ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery AAAI 2022 Regularizing Brain Age Prediction via Gated Knowledge Distillation MIDL 2022 Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting AAAI 2022 Reinforcement Learning with Non-Exponential Discounting NeurIPS 2022 Rethinking Image Aesthetics Assessment: Models, Datasets and Benchmarks IJCAI 2022 Revisiting Consistency Regularization for Deep Partial Label Learning ICML 2022 Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge NeurIPS 2022 Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning ICML 2022 Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy NeurIPS 2022 Short-Term Solar Irradiance Prediction From Sky Images With a Clear Sky Model WACV 2022 SiDi KWS: A Large-Scale Multilingual Dataset for Keyword Spotting Interspeech 2022 SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning AAAI 2022 Single-phase deep learning in cortico-cortical networks NeurIPS 2022 Smooth Maximum Unit: Smooth Activation Function for Deep Networks Using Smoothing Maximum Technique CVPR 2022 Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation IJCAI 2022 Speech Quality Assessment through MOS using Non-Matching References Interspeech 2022 SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models ACL 2022 State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach Interspeech 2022 Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract) IJCAI 2022 Stereoscopic Universal Perturbations Across Different Architectures and Datasets CVPR 2022 Stochastic Adaptive Activation Function NeurIPS 2022