Techniques

Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks AAAI 2022 Pretrained Models for Multilingual Federated Learning NAACL 2022 Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? ACL 2022 Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications Interspeech 2022 Pre-training Language Models with Deterministic Factual Knowledge EMNLP 2022 Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection EMNLP 2022 PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022 PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP 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 Procedural Image Programs for Representation Learning NeurIPS 2022 🏘️ ProcTHOR: Large-Scale Embodied AI Using Procedural Generation NeurIPS 2022 Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection CVPR 2022 Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search WACV 2022 Progressive Class Semantic Matching for Semi-supervised Text Classification NAACL 2022 Promoting Pre-trained LM with Linguistic Features on Automatic Readability Assessment AACL 2022 PromptGen: Automatically Generate Prompts using Generative Models NAACL 2022 Pronunciation Dictionary-Free Multilingual Speech Synthesis by Combining Unsupervised and Supervised Phonetic Representations Interspeech 2022 ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022 Provable Learning-based Algorithm For Sparse Recovery ICLR 2022 Proving the Lottery Ticket Hypothesis for Convolutional Neural Networks ICLR 2022 PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NeurIPS 2022 Quantization-Aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging CVPR 2022 QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection CVPR 2022 R2D2 at SemEval-2022 Task 5: Attention is only as good as its Values! A multimodal system for identifying misogynist memes SemEval 2022