Techniques

Path Independent Equilibrium Models Can Better Exploit Test-Time Computation NeurIPS 2022 Pay attention to your loss : understanding misconceptions about Lipschitz neural networks NeurIPS 2022 Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning ICML 2022 Perceiver IO: A General Architecture for Structured Inputs & Outputs ICLR 2022 Perceptual Contrast Stretching on Target Feature for Speech Enhancement Interspeech 2022 Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition Interspeech 2022 PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022 PIE-Net: Photometric Invariant Edge Guided Network for Intrinsic Image Decomposition CVPR 2022 Plant 'n' Seek: Can You Find the Winning Ticket? ICLR 2022 PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance ICML 2022 PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation EMNLP 2022 PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack COLING 2022 PluGeN: Multi-Label Conditional Generation from Pre-trained Models AAAI 2022 Plugging a neural phoneme recognizer into a simple language model: a workflow for low-resource setting Interspeech 2022 POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging ICML 2022 PoF: Post-Training of Feature Extractor for Improving Generalization ICML 2022 Point-BERT: Pre-Training 3D Point Cloud Transformers With Masked Point Modeling CVPR 2022 Point Cloud Generation with Continuous Conditioning AISTATS 2022 PokeBNN: A Binary Pursuit of Lightweight Accuracy CVPR 2022 PoNet: Pooling Network for Efficient Token Mixing in Long Sequences ICLR 2022 Pop-Out Motion: 3D-Aware Image Deformation via Learning the Shape Laplacian CVPR 2022 PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression WACV 2022 PPT: Pre-trained Prompt Tuning for Few-shot Learning ACL 2022 Predicting Attention Sparsity in Transformers ACL 2022 Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation? IJCAI 2022