Optimization & Theory

Linearizing Transformer with Key-Value Memory EMNLP 2022 LIPS - Learning Industrial Physical Simulation benchmark suite NeurIPS 2022 Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF NeurIPS 2022 Lite-MDETR: A Lightweight Multi-Modal Detector CVPR 2022 Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation CVPR 2022 LittleBird: Efficient Faster & Longer Transformer for Question Answering EMNLP 2022 Local Feature Swapping for Generalization in Reinforcement Learning ICLR 2022 Local Identifiability of Deep ReLU Neural Networks: the Theory NeurIPS 2022 Locality-Sensitive Hashing for Long Context Neural Machine Translation ACL 2022 Locally Sparse Neural Networks for Tabular Biomedical Data ICML 2022 Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators NeurIPS 2022 Logic Rule Guided Attribution with Dynamic Ablation AAAI 2022 Logic Traps in Evaluating Attribution Scores ACL 2022 Long-range Sequence Modeling with Predictable Sparse Attention ACL 2022 Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters OSDI 2022 LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness NeurIPS 2022 Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks NeurIPS 2022 Low-bit Shift Network for End-to-End Spoken Language Understanding Interspeech 2022 Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations NeurIPS 2022 Ludus: An Optimization Framework to Balance Auto Battler Cards AAAI 2022 M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design NeurIPS 2022 Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach NeurIPS 2022 Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature EMNLP 2022 Masked Training of Neural Networks with Partial Gradients AISTATS 2022 Mask-Guided Spectral-Wise Transformer for Efficient Hyperspectral Image Reconstruction CVPR 2022