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Efficient Computing

1253 directly classified papers

Papers per year

Papers

CAME: Confidence-guided Adaptive Memory Efficient Optimization ACL 2023
Better and Faster: Adaptive Event Conversion for Event-Based Object Detection AAAI 2023
Sequence Parallelism: Long Sequence Training from System Perspective ACL 2023
CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying AAAI 2023
CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra NIPS 2023
SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking ICCV 2023
Accelerating the Training of Video Super-resolution Models AAAI 2023
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition NIPS 2023
Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning NIPS 2023
Towards Real-Time Segmentation on the Edge AAAI 2023
You Only Condense Once: Two Rules for Pruning Condensed Datasets NIPS 2023
FSR: A General Frequency-Oriented Framework to Accelerate Image Super-resolution Networks AAAI 2023
Neumann Network With Recursive Kernels for Single Image Defocus Deblurring CVPR 2023
Birder: Communication-Efficient 1-bit Adaptive Optimizer for Practical Distributed DNN Training NIPS 2023
DeepPCR: Parallelizing Sequential Operations in Neural Networks NIPS 2023
Unbiased Compression Saves Communication in Distributed Optimization: When and How Much? NIPS 2023
StreamNet: Memory-Efficient Streaming Tiny Deep Learning Inference on the Microcontroller NIPS 2023
Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud AAAI 2023
KAKURENBO: Adaptively Hiding Samples in Deep Neural Network Training NIPS 2023
Comprehensive and Delicate: An Efficient Transformer for Image Restoration CVPR 2023
Efficient Mirror Detection via Multi-Level Heterogeneous Learning AAAI 2023
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning NIPS 2023
H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training NIPS 2023
AiluRus: A Scalable ViT Framework for Dense Prediction NIPS 2023
Head-Free Lightweight Semantic Segmentation with Linear Transformer AAAI 2023