memory efficiency

Memory Efficient Transformer Adapter for Dense Predictions ICLR 2025 Memory-Reduced Meta-Learning with Guaranteed Convergence AAAI 2025 META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models COLING 2025 MFNeRF: Memory Efficient NeRF with Mixed-Feature Hash Table WACV 2025 Mini-batch Coresets for Memory-efficient Language Model Training on Data Mixtures ICLR 2025 MIRACLE 3D: Memory-efficient Integrated Robust Approach for Continual Learning on 3D Point Clouds via Shape Model Construction ICLR 2025 Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization EMNLP 2025 MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding NAACL 2025 MSQ: Memory-Efficient Bit Sparsification Quantization ICCV 2025 NDD: A Decision Diagram for Network Verification NSDI 2025 NeuroAda: Activating Each Neuron’s Potential for Parameter-Efficient Fine-Tuning EMNLP 2025 Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization ICLR 2025 PETRA: Parallel End-to-end Training with Reversible Architectures ICLR 2025 Practical Offloading for Fine-Tuning LLM on Commodity GPU via Learned Sparse Projectors AAAI 2025 Q-Mamba: Towards more efficient Mamba models via post-training quantization ACL 2025 QSpec: Speculative Decoding with Complementary Quantization Schemes EMNLP 2025 Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis ACL 2025 QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models EMNLP 2025 Removing Cost Volumes from Optical Flow Estimators ICCV 2025 RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025 Sable: a Performant, Efficient and Scalable Sequence Model for MARL ICML 2025 SCBench: A KV Cache-Centric Analysis of Long-Context Methods ICLR 2025 Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training NAACL 2025 SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs ICLR 2025 Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference ACL 2025