Techniques

Increasing the accuracy and resolution of precipitation forecasts using deep generative models AISTATS 2022 Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight Norm COLT 2022 InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022 Information Bottleneck: Exact Analysis of (Quantized) Neural Networks ICLR 2022 INF-UFRGS at SemEval-2022 Task 5: analyzing the performance of multimodal models SemEval 2022 Input-specific Attention Subnetworks for Adversarial Detection ACL 2022 Insights into Pre-training via Simpler Synthetic Tasks NeurIPS 2022 Interaction Modeling with Multiplex Attention NeurIPS 2022 Interactiveness Field in Human-Object Interactions CVPR 2022 Interpretabilty of Speech Emotion Recognition modelled using Self-Supervised Speech and Text Pre-Trained Embeddings Interspeech 2022 InterpretDL: Explaining Deep Models in PaddlePaddle JMLR 2022 Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ACL 2022 Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition Interspeech 2022 ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior CVPR 2022 i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery L4DC 2022 JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search NeurIPS 2022 JAKET: Joint Pre-training of Knowledge Graph and Language Understanding AAAI 2022 Joint Entity and Relation Extraction Based on Table Labeling Using Convolutional Neural Networks ACL 2022 Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems ACL 2022 Joint Optimization of the Module and Sign of the Spectral Real Part Based on CRN for Speech Denoising. Interspeech 2022 KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation NAACL 2022 Kernel Multimodal Continuous Attention NeurIPS 2022 Knowledge-Augmented Language Models for Cause-Effect Relation Classification ACL 2022 Knowledge Distillation For CTC-based Speech Recognition Via Consistent Acoustic Representation Learning Interspeech 2022 Knowledge Distillation With the Reused Teacher Classifier CVPR 2022