memory efficiency

Learning to Actively Reduce Memory Requirements for Robot Control Tasks L4DC 2021 Learn To Cluster Faces via Pairwise Classification ICCV 2021 Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision ICML 2021 MALI: A memory efficient and reverse accurate integrator for Neural ODEs ICLR 2021 Memory Efficient Meta-Learning with Large Images NeurIPS 2021 Memory-Efficient Network for Large-Scale Video Compressive Sensing CVPR 2021 Memory Efficient Online Meta Learning ICML 2021 Memory-efficient Patch-based Inference for Tiny Deep Learning NeurIPS 2021 Memory-Efficient Pipeline-Parallel DNN Training ICML 2021 Memory-efficient Transformers via Top-k Attention EMNLP 2021 MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge NeurIPS 2021 Momentum Residual Neural Networks ICML 2021 MoViNets: Mobile Video Networks for Efficient Video Recognition CVPR 2021 Multi-split Reversible Transformers Can Enhance Neural Machine Translation EACL 2021 Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021 ProFormer: Towards On-Device LSH Projection Based Transformers EACL 2021 Randomized Automatic Differentiation ICLR 2021 RaScaNet: Learning Tiny Models by Raster-Scanning Images CVPR 2021 Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation NeurIPS 2021 Revisiting Locally Supervised Learning: an Alternative to End-to-end Training ICLR 2021 Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup ACL 2021 Segcache: a memory-efficient and scalable in-memory key-value cache for small objects NSDI 2021 Stabilizing Equilibrium Models by Jacobian Regularization ICML 2021 Sub-Linear Memory: How to Make Performers SLiM NeurIPS 2021 Symplectic Adjoint Method for Exact Gradient of Neural ODE with Minimal Memory NeurIPS 2021