← Optimization & Theory
Deep Learning › Optimization & Theory ›

Efficient Computing

1253 directly classified papers

Papers per year

Papers

SVT-Net: Super Light-Weight Sparse Voxel Transformer for Large Scale Place Recognition AAAI 2022
Towards Light-Weight and Real-Time Line Segment Detection AAAI 2022
Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer AAAI 2022
Bi-volution: A Static and Dynamic Coupled Filter AAAI 2022
AFDetV2: Rethinking the Necessity of the Second Stage for Object Detection from Point Clouds AAAI 2022
SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks AAAI 2022
Less Is More: Pay Less Attention in Vision Transformers AAAI 2022
ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention 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
Towards Fully Sparse Training: Information Restoration with Spatial Similarity AAAI 2022
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer AAAI 2022
A Variant of Concurrent Constraint Programming on GPU AAAI 2022
Anisotropic Additive Quantization for Fast Inner Product Search AAAI 2022
Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better AAAI 2022
Input-Specific Robustness Certification for Randomized Smoothing AAAI 2022
Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing AAAI 2022
Fast Monte-Carlo Approximation of the Attention Mechanism AAAI 2022
Optimization for Classical Machine Learning Problems on the GPU AAAI 2022
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems AAAI 2022
Scaling Up Influence Functions AAAI 2022
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems AAAI 2022
Go Wider Instead of Deeper AAAI 2022
Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets AAAI 2022