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Efficient Computing

6,876 papers

Papers per year

Papers

Exposing and Exploiting Fine-Grained Block Structures for Fast and Accurate Sparse Training NIPS 2022
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search NIPS 2022
Recommender Forest for Efficient Retrieval NIPS 2022
Opening the Black Box: Automated Software Analysis for Algorithm Selection AUTOML 2022
What to expect of hardware metric predictors in NAS AUTOML 2022
Generalization with Lossy Affordances: Leveraging Broad Offline Data for Learning Visuomotor Tasks CORL 2022
Real-World Robot Learning with Masked Visual Pre-training CORL 2022
Volumetric-based Contact Point Detection for 7-DoF Grasping CORL 2022
Graph network simulators can learn discontinuous, rigid contact dynamics CORL 2022
Prior Gradient Mask Guided Pruning-Aware Fine-Tuning AAAI 2022
OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression AAAI 2022
Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution AAAI 2022
Towards Light-Weight and Real-Time Line Segment Detection AAAI 2022
Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition AAAI 2022
Laneformer: Object-Aware Row-Column Transformers for Lane Detection AAAI 2022
Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer AAAI 2022
Elastic-Link for Binarized Neural Networks AAAI 2022
Bi-volution: A Static and Dynamic Coupled Filter AAAI 2022
PrivateSNN: Privacy-Preserving Spiking Neural Networks AAAI 2022
Dynamic Spatial Propagation Network for Depth Completion AAAI 2022
SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks AAAI 2022
Generative Adaptive Convolutions for Real-World Noisy Image Denoising AAAI 2022
ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution AAAI 2022
ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising AAAI 2022