Supervised Learning

Better Literary Translation: A Multi-Aspect Data Generation and LLM Training Approach ACL 2026 Beyond the Ground Truth: Enhanced Supervision for Image Restoration CVPR 2026 MAMMA: Markerless Accurate Multi-person Motion Acquisition CVPR 2026 MatchED: Crisp Edge Detection Using End-to-End, Matching-based Supervision CVPR 2026 Active Learning for Image Segmentation with Binary User Feedback WACV 2025 Joint Supervised and Self-supervised Learning for MRI Reconstruction MIDL 2025 Linear Supervision for Nonlinear, High-Dimensional Neural Control and Differential Games L4DC 2025 RT-DETRv3: Real-Time End-to-End Object Detection with Hierarchical Dense Positive Supervision WACV 2025 A new machine-actionable corpus for ancient text restoration ACL 2024 Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth Estimation CVPR 2024 Learning to Induce Causal Structure ICLR 2023 Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-network AAAI 2023 Improving Text Simplification with Factuality Error Detection EMNLP 2022 P3Depth: Monocular Depth Estimation With a Piecewise Planarity Prior CVPR 2022 RvS: What is Essential for Offline RL via Supervised Learning? ICLR 2022 A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal ACL 2020 IIITBH-IITP@CL-SciSumm20, CL-LaySumm20, LongSumm20 EMNLP 2020 Keeping Up Appearances: Computational Modeling of Face Acts in Persuasion Oriented Discussions EMNLP 2020 Supervised Raw Video Denoising With a Benchmark Dataset on Dynamic Scenes CVPR 2020 Towards Making a Dependency Parser See EMNLP 2019 MegaDepth: Learning Single-View Depth Prediction From Internet Photos CVPR 2018 Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning ACL 2017 Learning From Synthetic Humans CVPR 2017 A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation CVPR 2016 Supervised Quantization for Similarity Search CVPR 2016