Regression

Survival Models: Proper Scoring Rule and Stochastic Optimization with Competing Risks AISTATS 2025 Tailoring Mixup to Data for Calibration ICLR 2025 Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025 Universal Speech Enhancement with Regression and Generative Mamba Interspeech 2025 Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss EMNLP 2024 ConR: Contrastive Regularizer for Deep Imbalanced Regression ICLR 2024 Enhancing Contrastive Learning for Ordinal Regression via Ordinal Content Preserved Data Augmentation ICLR 2024 Map-Relative Pose Regression for Visual Re-Localization CVPR 2024 MLP-Mixer based surrogate model for seismic ground motion with spatial source and geometry parameters ACML 2024 TabR: Tabular Deep Learning Meets Nearest Neighbors ICLR 2024 The Prevalence of Neural Collapse in Neural Multivariate Regression NeurIPS 2024 Understanding Pathologies of Deep Heteroskedastic Regression UAI 2024 Video-Based Human Pose Regression via Decoupled Space-Time Aggregation CVPR 2024 Deep Generative Symbolic Regression ICLR 2023 Deep Kernel Regression with Finite Learnable Kernels ACML 2023 LORE: Logical Location Regression Network for Table Structure Recognition AAAI 2023 aiML at the FinNLP-2022 ERAI Task: Combining Classification and Regression Tasks for Financial Opinion Mining EMNLP 2022 Learning to Detect 3D Facial Landmarks via Heatmap Regression with Graph Convolutional Network AAAI 2022 Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation CVPR 2022 Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone AAAI 2021 Rethinking the Heatmap Regression for Bottom-Up Human Pose Estimation CVPR 2021 SALD: Sign Agnostic Learning with Derivatives ICLR 2021 Spatially-Varying Outdoor Lighting Estimation From Intrinsics CVPR 2021 SPDE-Net: Neural Network based prediction of stabilization parameter for SUPG technique ACML 2021 AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation AAAI 2020