Efficient Computing

NETWORK INSENSITIVITY TO PARAMETER NOISE VIA PARAMETER ATTACK DURING TRAINING ICLR 2022 Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo WACV 2022 Neural Mesh Simplification CVPR 2022 Neural Network Pruning by Cooperative Coevolution IJCAI 2022 Neural Parameter Allocation Search ICLR 2022 Neural Topological Ordering for Computation Graphs NeurIPS 2022 Neural Vocoder is All You Need for Speech Super-resolution Interspeech 2022 NeuroSchedule: A Novel Effective GNN-based Scheduling Method for High-level Synthesis NeurIPS 2022 New Definitions and Evaluations for Saliency Methods: Staying Intrinsic, Complete and Sound NeurIPS 2022 NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models CVPR 2022 NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks ICML 2022 NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework ICML 2022 NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs ICLR 2022 Noise Handling in Data-driven Predictive Control: A Strategy Based on Dynamic Mode Decomposition L4DC 2022 Non-Autoregressive Machine Translation: It’s Not as Fast as it Seems NAACL 2022 Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision AAAI 2022 Non-deep Networks NeurIPS 2022 Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation CVPR 2022 Not All Bits have Equal Value: Heterogeneous Precisions via Trainable Noise NeurIPS 2022 Not All Labels Are Equal: Rationalizing the Labeling Costs for Training Object Detection CVPR 2022 Numerical Optimizations for Weighted Low-rank Estimation on Language Models EMNLP 2022 OCSampler: Compressing Videos to One Clip With Single-Step Sampling CVPR 2022 OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression AAAI 2022 ODINFS: Scaling PM Performance with Opportunistic Delegation OSDI 2022 Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit IJCAI 2022