Techniques

Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning COLING 2022 Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction IJCAI 2022 Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum ICML 2022 Adaptive multilingual speech recognition with pretrained models Interspeech 2022 Adaptive Wavelet Transformer Network for 3D Shape Representation Learning ICLR 2022 AdaSTE: An Adaptive Straight-Through Estimator To Train Binary Neural Networks CVPR 2022 A Data Cartography based MixUp for Pre-trained Language Models NAACL 2022 Addressing Leakage in Self-Supervised Contextualized Code Retrieval COLING 2022 Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets NeurIPS 2022 AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning NeurIPS 2022 A Deep Learning-Based Face Mask Detector for Autonomous Nano-Drones (Student Abstract) AAAI 2022 A Deep Learning Dataloader with Shared Data Preparation NeurIPS 2022 A Deep Learning Platform for Language Education Research and Development Interspeech 2022 Advancing High-Resolution Video-Language Representation With Large-Scale Video Transcriptions CVPR 2022 Advancing Model Pruning via Bi-level Optimization NeurIPS 2022 Adversarial-Free Speaker Identity-Invariant Representation Learning for Automatic Dysarthric Speech Classification Interspeech 2022 Adversarially Robust Conformal Prediction ICLR 2022 Adversarial Reprogramming Revisited NeurIPS 2022 Adversarial Robustness against Multiple and Single l_p-Threat Models via Quick Fine-Tuning of Robust Classifiers ICML 2022 Adversarial Robustness in Multi-Task Learning: Promises and Illusions AAAI 2022 AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis ICLR 2022 A Fine-Grained Analysis on Distribution Shift ICLR 2022 AGNAS: Attention-Guided Micro and Macro-Architecture Search ICML 2022 AgriBERT: Knowledge-Infused Agricultural Language Models for Matching Food and Nutrition IJCAI 2022 AIDA-UPM at SemEval-2022 Task 5: Exploring Multimodal Late Information Fusion for Multimedia Automatic Misogyny Identification SemEval 2022