Optimization & Theory

Guided Integrated Gradients: An Adaptive Path Method for Removing Noise CVPR 2021 Handling Long-tailed Feature Distribution in AdderNets NeurIPS 2021 HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search ICML 2021 Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning NeurIPS 2021 HateCheck: Functional Tests for Hate Speech Detection Models ACL 2021 HAWQ-V3: Dyadic Neural Network Quantization ICML 2021 Heavy Ball Momentum for Conditional Gradient NeurIPS 2021 Heavy Ball Neural Ordinary Differential Equations NeurIPS 2021 HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture ICML 2021 Hessian Eigenspectra of More Realistic Nonlinear Models NeurIPS 2021 Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation CVPR 2021 HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability ACL 2021 High-Fidelity Face Tracking for AR/VR via Deep Lighting Adaptation CVPR 2021 High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network CVPR 2021 Hilbert Sinkhorn Divergence for Optimal Transport CVPR 2021 HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens CVPR 2021 How Do Adam and Training Strategies Help BNNs Optimization ICML 2021 How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks EMNLP 2021 How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections? CVPR 2021 How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task EMNLP 2021 How far can we get with one GPU in 100 hours? CoAStaL at MultiIndicMT Shared Task ACL 2021 How Many Layers and Why? An Analysis of the Model Depth in Transformers ACL 2021 How to Train BERT with an Academic Budget EMNLP 2021 HR-NAS: Searching Efficient High-Resolution Neural Architectures With Lightweight Transformers CVPR 2021 HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task EMNLP 2021