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memory efficiency

261 papers

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Co-occurring keywords

model compression (3302) large language model (13587) memory optimization (114) attention mechanism (4001) neural network (6616) efficient computing (781) inference optimization (219) kv cache (74) convolutional neural network (4226) parameter-efficient fine-tuning (736)

Papers

Bi-GCN: Binary Graph Convolutional Network CVPR 2021
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision ICML 2021
Memory Efficient Online Meta Learning ICML 2021
EL-Attention: Memory Efficient Lossless Attention for Generation ICML 2021
Segcache: a memory-efficient and scalable in-memory key-value cache for small objects NSDI 2021
Symplectic Adjoint Method for Exact Gradient of Neural ODE with Minimal Memory NIPS 2021
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge NIPS 2021
Memory-efficient Patch-based Inference for Tiny Deep Learning NIPS 2021
Learning to Actively Reduce Memory Requirements for Robot Control Tasks L4DC 2021
Sub-Linear Memory: How to Make Performers SLiM NIPS 2021
Kernel Operations on the GPU, with Autodiff, without Memory Overflows JMLR 2021
Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021
Momentum Residual Neural Networks ICML 2021
Memory-Efficient Pipeline-Parallel DNN Training ICML 2021
MoViNets: Mobile Video Networks for Efficient Video Recognition CVPR 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup ACL 2021
TinyTL: Reduce Memory, Not Parameters for Efficient On-Device Learning NIPS 2020
Adaptive Compression of Word Embeddings ACL 2020
Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions WACV 2020
Going Deeper With Lean Point Networks CVPR 2020
Sparse Weight Activation Training NIPS 2020
Local Binary Pattern Networks WACV 2020
SMYRF - Efficient Attention using Asymmetric Clustering NIPS 2020
Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection CVPR 2020
Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020