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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

Shrub Ensembles for Online Classification AAAI 2022
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation NIPS 2022
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning NIPS 2022
Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation NIPS 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022
Memory safe computations with XLA compiler NIPS 2022
Reversible Vision Transformers CVPR 2022
Rep-Net: Efficient On-Device Learning via Feature Reprogramming CVPR 2022
Memory-Efficient Multi-Step Speech Enhancement with Neural ODE INTERSPEECH 2022
RaScaNet: Learning Tiny Models by Raster-Scanning Images CVPR 2021
Efficient Passage Retrieval with Hashing for Open-domain Question Answering IJCNLP 2021
ProFormer: Towards On-Device LSH Projection Based Transformers EACL 2021
Multi-split Reversible Transformers Can Enhance Neural Machine Translation EACL 2021
Memory-efficient Transformers via Top-k Attention EMNLP 2021
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation NIPS 2021
AC-GC: Lossy Activation Compression with Guaranteed Convergence NIPS 2021
Learning Optical Flow From a Few Matches CVPR 2021
Memory-Efficient Network for Large-Scale Video Compressive Sensing CVPR 2021
Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation ICCV 2021
Stabilizing Equilibrium Models by Jacobian Regularization ICML 2021
Memory Efficient Meta-Learning with Large Images NIPS 2021
Learn To Cluster Faces via Pairwise Classification ICCV 2021
Efficient Conformer with Prob-Sparse Attention Mechanism for End-to-End Speech Recognition INTERSPEECH 2021
$(\textrm{Implicit})^2$: Implicit Layers for Implicit Representations NIPS 2021
Training Graph Neural Networks with 1000 Layers ICML 2021