Application Areas

Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation AAAI 2022 Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models NAACL 2022 Green Hierarchical Vision Transformer for Masked Image Modeling NeurIPS 2022 Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs IJCAI 2022 Groove: Flexible Metadata-Private Messaging OSDI 2022 Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout ACL 2022 Grounding in social media: An approach to building a chit-chat dialogue model NAACL 2022 Group-Aware Threshold Adaptation for Fair Classification AAAI 2022 Group Meritocratic Fairness in Linear Contextual Bandits NeurIPS 2022 GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract) AAAI 2022 GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks NeurIPS 2022 Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics NeurIPS 2022 Guided Attention Multimodal Multitask Financial Forecasting with Inter-Company Relationships and Global and Local News ACL 2022 Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification EMNLP 2022 H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection CVPR 2022 H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis AAAI 2022 HairMapper: Removing Hair From Portraits Using GANs CVPR 2022 HaleLab_NITK@SMM4H’22: Adaptive Learning Model for Effective Detection, Extraction and Normalization of Adverse Drug Events from Social Media Data COLING 2022 Handling and Presenting Harmful Text in NLP Research EMNLP 2022 Handling Distribution Shifts on Graphs: An Invariance Perspective ICLR 2022 HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions NeurIPS 2022 HARALD: Augmenting Hate Speech Data Sets with Real Data EMNLP 2022 Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model EMNLP 2022 Hard ImageNet: Segmentations for Objects with Strong Spurious Cues NeurIPS 2022 Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022