Application Areas

Defending Against Image Corruptions Through Adversarial Augmentations ICLR 2022 Defending against Model Stealing via Verifying Embedded External Features AAAI 2022 Defensive Patches for Robust Recognition in the Physical World CVPR 2022 Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds CVPR 2022 DeformRS: Certifying Input Deformations with Randomized Smoothing AAAI 2022 Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging NeurIPS 2022 Degrade Is Upgrade: Learning Degradation for Low-Light Image Enhancement AAAI 2022 DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion Interspeech 2022 Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation NeurIPS 2022 Deliberation Model for On-Device Spoken Language Understanding Interspeech 2022 Delivering Fairness in Human Resources AI: Mutual Information to the Rescue AACL 2022 DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos CVPR 2022 Delving Deep Into the Generalization of Vision Transformers Under Distribution Shifts CVPR 2022 Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-identification AAAI 2022 DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022 Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique AACL 2022 Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation AAAI 2022 Denoised MDPs: Learning World Models Better Than the World Itself ICML 2022 Denoising Diffusion Restoration Models NeurIPS 2022 DenseCLIP: Language-Guided Dense Prediction With Context-Aware Prompting CVPR 2022 DENSE: Data-Free One-Shot Federated Learning NeurIPS 2022 Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification EMNLP 2022 Density-driven Regularization for Out-of-distribution Detection NeurIPS 2022 Density-Preserving Deep Point Cloud Compression CVPR 2022 DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition Interspeech 2022