conftrace_

memory efficiency

304 papers

Explore in graph

Co-occurring keywords · papers mentioning both

model compression (90) large language model (42) memory optimization (27) attention mechanism (24) neural network (21) parameter-efficient fine-tuning (18) efficient computing (17) inference optimization (16) convolutional neural network (14) kv cache (14)

Papers

SMMF: Square-Matricized Momentum Factorization for Memory-Efficient Optimization AAAI 2025 Squeezing Context into Patches: Towards Memory-Efficient Ultra-High Resolution Semantic Segmentation IJCAI 2025 Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025 STEP: Staged Parameter-Efficient Pre-training for Large Language Models NAACL 2025 SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads NSDI 2025 TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering ACL 2025 TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization ACL 2025 Task Vector Quantization for Memory-Efficient Model Merging ICCV 2025 TinyFoA: Memory Efficient Forward-Only Algorithm for On-Device Learning AAAI 2025 Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning AAAI 2025 Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ACL 2025 Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025 Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models ICLR 2025 Vocabulary-level Memory Efficiency for Language Model Fine-tuning NAACL 2025 XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression EMNLP 2025 Zeroth-Order Fine-Tuning of LLMs in Random Subspaces ICCV 2025 1-Lipschitz Layers Compared: Memory Speed and Certifiable Robustness CVPR 2024 4-bit Shampoo for Memory-Efficient Network Training NeurIPS 2024 AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning EMNLP 2024 BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models NeurIPS 2024 Beam-search SIEVE for low-memory speech recognition Interspeech 2024 ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition ACL 2024 CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization NeurIPS 2024 Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis CVPR 2024 Compressed Context Memory for Online Language Model Interaction ICLR 2024