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memory efficient

19 papers

Papers

FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training ICML 2025 Let’s Group: A Plug-and-Play SubGraph Learning Method for Memory-Efficient Spatio-Temporal Graph Modeling IJCAI 2025 MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation ICCV 2025 MUZO: Leveraging Multiple Queries and Momentum for Zeroth-Order Fine-Tuning of Large Language Models EMNLP 2025 Training Deep Learning Models with Norm-Constrained LMOs ICML 2025 BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models NeurIPS 2024 GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection ICML 2024 Inf-DiT: Upsampling any-resolution image with memory-efficient diffusion transformer. ECCV 2024 Memory Efficient Neural Processes via Constant Memory Attention Block ICML 2024 SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining NeurIPS 2024 Successor Features for Efficient Multi-Subject Controlled Text Generation ICML 2024 When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models EMNLP 2024 DisCo-CLIP: A Distributed Contrastive Loss for Memory Efficient CLIP Training CVPR 2023 Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning CVPR 2023 Memory safe computations with XLA compiler NeurIPS 2022 Progressive Semantic Segmentation CVPR 2021 Patch Proposal Network for Fast Semantic Segmentation of High-Resolution Images AAAI 2020 More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation NeurIPS 2019 Early Burst Detection for Memory-Efficient Image Retrieval CVPR 2015