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Efficient Computing
6,876 papers
Papers per year
2003: 3
2004: 2
2005: 3
2006: 3
2007: 8
2008: 10
2009: 7
2010: 11
2011: 12
2012: 15
2013: 53
2014: 48
2015: 55
2016: 97
2017: 135
2018: 233
2019: 369
2020: 502
2021: 664
2022: 741
2023: 1039
2024: 1063
2025: 1395
2026: 408
Papers
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness
NIPS 2022
Leveraging Inter-Layer Dependency for Post -Training Quantization
NIPS 2022
Non-deep Networks
NIPS 2022
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics
NIPS 2022
M2N: Mesh Movement Networks for PDE Solvers
NIPS 2022
FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction
NIPS 2022
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
NIPS 2022
VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement
NIPS 2022
3DB: A Framework for Debugging Computer Vision Models
NIPS 2022
SAViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization
NIPS 2022
Giga-scale Kernel Matrix-Vector Multiplication on GPU
NIPS 2022
Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution
NIPS 2022
Sparse Structure Search for Delta Tuning
NIPS 2022
GhostNetV2: Enhance Cheap Operation with Long-Range Attention
NIPS 2022
On Measuring Excess Capacity in Neural Networks
NIPS 2022
Parameter-Efficient Masking Networks
NIPS 2022
EcoFormer: Energy-Saving Attention with Linear Complexity
NIPS 2022
MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields
NIPS 2022
Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction
NIPS 2022
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query
NIPS 2022
Structural Pruning via Latency-Saliency Knapsack
NIPS 2022
EfficientFormer: Vision Transformers at MobileNet Speed
NIPS 2022
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
NIPS 2022
Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor
NIPS 2022
Video compression dataset and benchmark of learning-based video-quality metrics
NIPS 2022
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