Techniques

GiraffeDet: A Heavy-Neck Paradigm for Object Detection ICLR 2022 Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness CVPR 2022 Glass Segmentation Using Intensity and Spectral Polarization Cues CVPR 2022 GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks NeurIPS 2022 Globally Injective ReLU Networks JMLR 2022 GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English – Discover Lexical Semantic Change in Spanish ACL 2022 GNN2GNN: Graph neural networks to generate neural networks UAI 2022 GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale NeurIPS 2022 Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks AAAI 2022 Gradient Descent on Neurons and its Link to Approximate Second-order Optimization ICML 2022 Gradient-SDF: A Semi-Implicit Surface Representation for 3D Reconstruction CVPR 2022 GradMax: Growing Neural Networks using Gradient Information ICLR 2022 GradSign: Model Performance Inference with Theoretical Insights ICLR 2022 Graph Neural Networks with Adaptive Readouts NeurIPS 2022 Graph Pointer Neural Networks AAAI 2022 Graph-to-Text Generation with Dynamic Structure Pruning COLING 2022 GRASP: Guiding Model with RelAtional Semantics Using Prompt for Dialogue Relation Extraction COLING 2022 GreedyNASv2: Greedier Search With a Greedy Path Filter CVPR 2022 Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier Guidance ICML 2022 Guide Local Feature Matching by Overlap Estimation AAAI 2022 HairMapper: Removing Hair From Portraits Using GANs CVPR 2022 Handwritten Mathematical Expression Recognition via Attention Aggregation Based Bi-directional Mutual Learning AAAI 2022 Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features EMNLP 2022 Hessian-Aware Pruning and Optimal Neural Implant WACV 2022 HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization ACL 2022