Model Architecture

Diurnal or Nocturnal? Federated Learning of Multi-branch Networks from Periodically Shifting Distributions ICLR 2022 Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022 DKM: Differentiable k-Means Clustering Layer for Neural Network Compression ICLR 2022 Do Current Multi-Task Optimization Methods in Deep Learning Even Help? NeurIPS 2022 Do Deep Neural Nets Display Human-like Attention in Short Answer Scoring? NAACL 2022 Domain Adaptation for Time Series Forecasting via Attention Sharing ICML 2022 Don't Pour Cereal into Coffee: Differentiable Temporal Logic for Temporal Action Segmentation NeurIPS 2022 Do We Need Anisotropic Graph Neural Networks? ICLR 2022 DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks ICML 2022 Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images ICML 2022 Dynamic Dual-Output Diffusion Models CVPR 2022 Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation WACV 2022 Dynamic Nonlinear Mixup with Distance-based Sample Selection COLING 2022 E2EC: An End-to-End Contour-Based Method for High-Quality High-Speed Instance Segmentation CVPR 2022 Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets AAAI 2022 Easy-First Bottom-Up Discourse Parsing via Sequence Labelling COLING 2022 EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022 EENAS: An Efficient Evolutionary Algorithm for Neural Architecture Search ACML 2022 Effective and Efficient Query-aware Snippet Extraction for Web Search EMNLP 2022 Effective Model Sparsification by Scheduled Grow-and-Prune Methods ICLR 2022 Efficient Classification of Very Large Images With Tiny Objects CVPR 2022 Efficient Computation of Higher-Order Subgraph Attribution via Message Passing ICML 2022 EfficientFormer: Vision Transformers at MobileNet Speed NeurIPS 2022 Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT NAACL 2022 Efficient Model-Driven Network for Shadow Removal AAAI 2022