Model Architecture

FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022 Fractional Adaptive Linear Units AAAI 2022 Frame Averaging for Equivariant Shape Space Learning CVPR 2022 Frequency-Driven Imperceptible Adversarial Attack on Semantic Similarity CVPR 2022 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 GACT: Activation Compressed Training for Generic Network Architectures ICML 2022 Gated Convolutional Fusion for Time-Domain Target Speaker Extraction Network Interspeech 2022 GazeOnce: Real-Time Multi-Person Gaze Estimation CVPR 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 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 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 GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks NeurIPS 2022 Globally Injective ReLU Networks JMLR 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