Application Areas

Particle-based Adversarial Local Distribution Regularization AISTATS 2022 Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training EMNLP 2022 Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models ACL 2022 Patching open-vocabulary models by interpolating weights NeurIPS 2022 Patch Slimming for Efficient Vision Transformers CVPR 2022 PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks AAAI 2022 PCA-Based Knowledge Distillation Towards Lightweight and Content-Style Balanced Photorealistic Style Transfer Models CVPR 2022 PCEE-BERT: Accelerating BERT Inference via Patient and Confident Early Exiting NAACL 2022 PCL: Proxy-Based Contrastive Learning for Domain Generalization CVPR 2022 PDEBench: An Extensive Benchmark for Scientific Machine Learning NeurIPS 2022 PEAF: Learnable Power Efficient Analog Acoustic Features for Audio Recognition Interspeech 2022 PEARL: Data Synthesis via Private Embeddings and Adversarial Reconstruction Learning ICLR 2022 Peek-a-Boo: What (More) is Disguised in a Randomly Weighted Neural Network, and How to Find It Efficiently ICLR 2022 Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning ICML 2022 PERF-Net: Pose Empowered RGB-Flow Net WACV 2022 Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search CVPR 2022 Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks AACL 2022 Performative Power NeurIPS 2022 Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning ICML 2022 Personalized Federated Learning towards Communication Efficiency, Robustness and Fairness NeurIPS 2022 Personalized Image Aesthetics Assessment With Rich Attributes CVPR 2022 Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI MIDL 2022 Perturbation Augmentation for Fairer NLP EMNLP 2022 Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition COLING 2022 PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022