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Efficient Computing

179 directly classified papers

Papers per year

Papers

Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism AAAI 2023
Efficient Mirror Detection via Multi-Level Heterogeneous Learning AAAI 2023
Latency-aware Spatial-wise Dynamic Networks NIPS 2022
VTC-LFC: Vision Transformer Compression with Low-Frequency Components NIPS 2022
When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism AAAI 2022
GhostNetV2: Enhance Cheap Operation with Long-Range Attention NIPS 2022
Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation NIPS 2022
Carbink: Fault-Tolerant Far Memory OSDI 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
Multi Resolution Analysis (MRA) for Approximate Self-Attention ICML 2022
Overcoming Oscillations in Quantization-Aware Training ICML 2022
FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation WACV 2022
Block-Skim: Efficient Question Answering for Transformer AAAI 2022
Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022
Reversible Vision Transformers CVPR 2022
A Unified Framework for Implicit Sinkhorn Differentiation CVPR 2022
PEAF: Learnable Power Efficient Analog Acoustic Features for Audio Recognition INTERSPEECH 2022
Elastic-Link for Binarized Neural Networks AAAI 2022
Searching the Deployable Convolution Neural Networks for GPUs CVPR 2022
AEGNN: Asynchronous Event-Based Graph Neural Networks CVPR 2022
MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition CVPR 2022
RSTT: Real-Time Spatial Temporal Transformer for Space-Time Video Super-Resolution CVPR 2022
Toward Practical Monocular Indoor Depth Estimation CVPR 2022
Speed Up Object Detection on Gigapixel-Level Images With Patch Arrangement CVPR 2022
Event-Based Video Reconstruction via Potential-Assisted Spiking Neural Network CVPR 2022