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Efficient Computing

6,876 papers

Papers per year

Papers

SustainGym: Reinforcement Learning Environments for Sustainable Energy Systems NIPS 2023
AndroidInTheWild: A Large-Scale Dataset For Android Device Control NIPS 2023
Fast Attention Over Long Sequences With Dynamic Sparse Flash Attention NIPS 2023
Pairwise GUI Dataset Construction Between Android Phones and Tablets NIPS 2023
Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources NIPS 2023
Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieval NIPS 2023
Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense NIPS 2023
One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning NIPS 2023
FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation NIPS 2023
Pruning vs Quantization: Which is Better? NIPS 2023
EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning NIPS 2023
Fast Attention Requires Bounded Entries NIPS 2023
SEENN: Towards Temporal Spiking Early Exit Neural Networks NIPS 2023
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation NIPS 2023
Spike-driven Transformer NIPS 2023
SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations NIPS 2023
SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics NIPS 2023
Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models NIPS 2023
Sequential Subset Matching for Dataset Distillation NIPS 2023
Towards Better Dynamic Graph Learning: New Architecture and Unified Library NIPS 2023
DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries NIPS 2023
Dynamic Sparsity Is Channel-Level Sparsity Learner NIPS 2023
ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks NIPS 2023
MG-ViT: A Multi-Granularity Method for Compact and Efficient Vision Transformers NIPS 2023
xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data NIPS 2023