conftrace_

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

Blockwise Self-Attention for Long Document Understanding EMNLP 2020
RNNs can generate bounded hierarchical languages with optimal memory EMNLP 2020
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference NIPS 2020
Sparse Sinkhorn Attention ICML 2020
Differentiable Product Quantization for End-to-End Embedding Compression ICML 2020
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning CVPR 2020
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution ICCV 2019
Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks CVPR 2019
Reversible GANs for Memory-Efficient Image-To-Image Translation CVPR 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification EMNLP 2019
Backprop with Approximate Activations for Memory-efficient Network Training NIPS 2019
Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products NIPS 2019
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation NIPS 2019
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting NIPS 2019
A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation NIPS 2019
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images CVPR 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ACL 2019
Text Level Graph Neural Network for Text Classification EMNLP 2019
Faster Boosting with Smaller Memory NIPS 2019
Memory Efficient Adaptive Optimization NIPS 2019
Scalable Recollections for Continual Lifelong Learning AAAI 2019
Cascaded Parallel Filtering for Memory-Efficient Image-Based Localization ICCV 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification IJCNLP 2019
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost ICML 2018
Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks CVPR 2018