Application Areas

AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies ICLR 2022 AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition CVPR 2022 AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-Time Image Enhancement CVPR 2022 AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation ICLR 2022 AdapLeR: Speeding up Inference by Adaptive Length Reduction ACL 2022 Adaptable Adapters NAACL 2022 Adapters for Enhanced Modeling of Multilingual Knowledge and Text EMNLP 2022 AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition NeurIPS 2022 Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency NeurIPS 2022 Adapting to Online Label Shift with Provable Guarantees NeurIPS 2022 Adaptive A/B Test on Networks with Cluster Structures AISTATS 2022 Adaptive Data Debiasing through Bounded Exploration NeurIPS 2022 Adaptive Differential Privacy for Language Model Training ACL 2022 Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport NeurIPS 2022 Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health AAAI 2022 Adaptive Gating for Single-Photon 3D Imaging CVPR 2022 Adaptive Image-to-Video Scene Graph Generation via Knowledge Reasoning and Adversarial Learning AAAI 2022 Adaptive Private-K-Selection with Adaptive K and Application to Multi-label PATE AISTATS 2022 Adaptive Second Order Coresets for Data-efficient Machine Learning ICML 2022 Adaptive Testing and Debugging of NLP Models ACL 2022 Adaptive Trajectory Prediction via Transferable GNN CVPR 2022 Adaptive Variants of Optimal Feedback Policies L4DC 2022 Adaptor: Objective-Centric Adaptation Framework for Language Models ACL 2022 AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation CVPR 2022 ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation CVPR 2022