Application Areas

Deep Learning on a Data Diet: Finding Important Examples Early in Training NeurIPS 2021 Deep Learning with Label Differential Privacy NeurIPS 2021 Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization AAAI 2021 DeepMark++: Real-Time Clothing Detection at the Edge WACV 2021 DeepME: Deep Mixture Experts for Large-scale Image Classification IJCAI 2021 Deep Multi-Task Learning for Joint Localization, Perception, and Prediction CVPR 2021 Deep Optimized Priors for 3D Shape Modeling and Reconstruction CVPR 2021 Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks ICLR 2021 Deep Poisoning: Towards Robust Image Data Sharing Against Visual Disclosure WACV 2021 deepQuest-py: Large and Distilled Models for Quality Estimation EMNLP 2021 DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning NeurIPS 2021 DeepReDuce: ReLU Reduction for Fast Private Inference ICML 2021 Deep Reinforcement Learning Boosted Partial Domain Adaptation IJCAI 2021 Deep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract) AAAI 2021 Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion CVPR 2021 Deep Stable Learning for Out-of-Distribution Generalization CVPR 2021 Deep Structured Instance Graph for Distilling Object Detectors ICCV 2021 Deep Survival Analysis With Longitudinal X-Rays for COVID-19 ICCV 2021 Deep Symmetric Network for Underexposed Image Enhancement With Recurrent Attentional Learning ICCV 2021 Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems AAAI 2021 Deep Unified Cross-Modality Hashing by Pairwise Data Alignment IJCAI 2021 Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection WACV 2021 Defending against Backdoors in Federated Learning with Robust Learning Rate AAAI 2021 Defending Multimodal Fusion Models Against Single-Source Adversaries CVPR 2021 Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ACL 2021