memory efficiency

Group-based Interleaved Pipeline Parallelism for Large-scale DNN Training ICLR 2022 JFB: Jacobian-Free Backpropagation for Implicit Networks AAAI 2022 Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning NeurIPS 2022 LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning NeurIPS 2022 MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022 Memory-Efficient Multi-Step Speech Enhancement with Neural ODE Interspeech 2022 Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images MIDL 2022 Memory-Efficient Training of RNN-Transducer with Sampled Softmax Interspeech 2022 Memory safe computations with XLA compiler NeurIPS 2022 MemSR: Training Memory-efficient Lightweight Model for Image Super-Resolution ICML 2022 Neural Parameter Allocation Search ICLR 2022 Rep-Net: Efficient On-Device Learning via Feature Reprogramming CVPR 2022 Reversible Vision Transformers CVPR 2022 ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022 Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022 Shrub Ensembles for Online Classification AAAI 2022 Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models CVPR 2022 Survey on Efficient Training of Large Neural Networks IJCAI 2022 (Implicit)^2: Implicit Layers for Implicit Representations NeurIPS 2021 AC-GC: Lossy Activation Compression with Guaranteed Convergence NeurIPS 2021 Bi-GCN: Binary Graph Convolutional Network CVPR 2021 Efficient Conformer with Prob-Sparse Attention Mechanism for End-to-End Speech Recognition Interspeech 2021 EL-Attention: Memory Efficient Lossless Attention for Generation ICML 2021 Kernel Operations on the GPU, with Autodiff, without Memory Overflows JMLR 2021 Learning Optical Flow From a Few Matches CVPR 2021