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Efficient Computing

6,876 papers

Papers per year

Papers

Lightweight Vision Transformer with Bidirectional Interaction NIPS 2023
Parameter-efficient Tuning of Large-scale Multimodal Foundation Model NIPS 2023
Accelerated Training via Incrementally Growing Neural Networks using Variance Transfer and Learning Rate Adaptation NIPS 2023
Structural Pruning for Diffusion Models NIPS 2023
Scalarization for Multi-Task and Multi-Domain Learning at Scale NIPS 2023
What Makes Good Examples for Visual In-Context Learning? NIPS 2023
Data Pruning via Moving-one-Sample-out NIPS 2023
Matrix Compression via Randomized Low Rank and Low Precision Factorization NIPS 2023
Penguin: Parallel-Packed Homomorphic Encryption for Fast Graph Convolutional Network Inference NIPS 2023
Neural Lighting Simulation for Urban Scenes NIPS 2023
Learning to Compress Prompts with Gist Tokens NIPS 2023
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging NIPS 2023
Sparse Modular Activation for Efficient Sequence Modeling NIPS 2023
Towards Efficient and Accurate Winograd Convolution via Full Quantization NIPS 2023
VCC: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens NIPS 2023
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds NIPS 2023
The Grand Illusion: The Myth of Software Portability and Implications for ML Progress. NIPS 2023
SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network NIPS 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation NIPS 2023
LLM-Pruner: On the Structural Pruning of Large Language Models NIPS 2023
ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning NIPS 2023
Learning the Efficient Frontier NIPS 2023
Learning Large Graph Property Prediction via Graph Segment Training NIPS 2023
How2comm: Communication-Efficient and Collaboration-Pragmatic Multi-Agent Perception NIPS 2023
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models NIPS 2023