Model Architecture

Growing Efficient Deep Networks by Structured Continuous Sparsification ICLR 2021 HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images MIDL 2021 HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton ICCV 2021 Hard-Attention for Scalable Image Classification NeurIPS 2021 HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search ICML 2021 Hardware-Aware Neural Architecture Search: Survey and Taxonomy IJCAI 2021 Hardware-friendly Deep Learning by Network Quantization and Binarization IJCAI 2021 HAWQ-V3: Dyadic Neural Network Quantization ICML 2021 HetSeq: Distributed GPU Training on Heterogeneous Infrastructure AAAI 2021 Hierarchical Coherence Modeling for Document Quality Assessment AAAI 2021 High-Capacity Expert Binary Networks ICLR 2021 HoHoNet: 360 Indoor Holistic Understanding With Latent Horizontal Features CVPR 2021 Holistic Filter Pruning for Efficient Deep Neural Networks WACV 2021 Hopfield Networks is All You Need ICLR 2021 How Do Adam and Training Strategies Help BNNs Optimization ICML 2021 How does a Neural Network's Architecture Impact its Robustness to Noisy Labels? NeurIPS 2021 How Framelets Enhance Graph Neural Networks ICML 2021 How Many Layers and Why? An Analysis of the Model Depth in Transformers ACL 2021 How Powerful are Performance Predictors in Neural Architecture Search? NeurIPS 2021 HR-NAS: Searching Efficient High-Resolution Neural Architectures With Lightweight Transformers CVPR 2021 HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark ICLR 2021 HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks AAAI 2021 HyperCon: Image-to-Video Model Transfer for Video-to-Video Translation Tasks WACV 2021 HyperGrid Transformers: Towards A Single Model for Multiple Tasks ICLR 2021 IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers NeurIPS 2021