conftrace_
← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6,876 papers

Papers per year

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