Techniques

From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022 From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness ICLR 2022 Frozen Pretrained Transformers as Universal Computation Engines AAAI 2022 Fully Attentional Network for Semantic Segmentation AAAI 2022 G3: Geolocation via Guidebook Grounding EMNLP 2022 GACT: Activation Compressed Training for Generic Network Architectures ICML 2022 GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection AAAI 2022 GANs Spatial Control via Inference-Time Adaptive Normalization WACV 2022 Gated Convolutional Fusion for Time-Domain Target Speaker Extraction Network Interspeech 2022 Gaussian Multi-head Attention for Simultaneous Machine Translation ACL 2022 GazeOnce: Real-Time Multi-Person Gaze Estimation CVPR 2022 GenCompareSum: a hybrid unsupervised summarization method using salience ACL 2022 Generalized Binary Search Network for Highly-Efficient Multi-View Stereo CVPR 2022 Generalized Equivariance and Preferential Labeling for GNN Node Classification AAAI 2022 Generalizing Interactive Backpropagating Refinement for Dense Prediction Networks CVPR 2022 Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering AAAI 2022 Generative Approach for Gender-Rewriting Task with ArabicT5 EMNLP 2022 Generative Flows With Invertible Attentions CVPR 2022 Generative Pretraining for Paraphrase Evaluation ACL 2022 Generative Prompt Tuning for Relation Classification EMNLP 2022 GeoEngine: A Platform for Production-Ready Geospatial Research CVPR 2022 Geometric and Physical Quantities improve E(3) Equivariant Message Passing ICLR 2022 Geometry-Aware Guided Loss for Deep Crack Recognition CVPR 2022 Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers NeurIPS 2022 GhostNetV2: Enhance Cheap Operation with Long-Range Attention NeurIPS 2022