Model Architecture

Patch Slimming for Efficient Vision Transformers CVPR 2022 PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks AAAI 2022 Path Independent Equilibrium Models Can Better Exploit Test-Time Computation 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 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 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 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 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 Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks AAAI 2022 Prior Gradient Mask Guided Pruning-Aware Fine-Tuning AAAI 2022 Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022 Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search WACV 2022 Provable Learning-based Algorithm For Sparse Recovery ICLR 2022 Proving the Lottery Ticket Hypothesis for Convolutional Neural Networks ICLR 2022 Quantization-Aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging CVPR 2022