conftrace_

memory efficiency

261 papers

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Co-occurring keywords

model compression (3302) large language model (13587) memory optimization (114) attention mechanism (4001) neural network (6616) efficient computing (781) inference optimization (219) kv cache (74) convolutional neural network (4226) parameter-efficient fine-tuning (736)

Papers

Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time NIPS 2023
Memory-Oriented Structural Pruning for Efficient Image Restoration AAAI 2023
CAME: Confidence-guided Adaptive Memory Efficient Optimization ACL 2023
When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023
EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization CVPR 2023
Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning CVPR 2023
Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention EMNLP 2023
Fast Partitioned Learned Bloom Filter NIPS 2023
Random-Access Infinite Context Length for Transformers NIPS 2023
StreamNet: Memory-Efficient Streaming Tiny Deep Learning Inference on the Microcontroller NIPS 2023
Compressing Explicit Voxel Grid Representations: Fast NeRFs Become Also Small WACV 2023
Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression ACML 2023
DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow CVPR 2022
Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022
Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images MIDL 2022
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo CVPR 2022
ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022
AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning NIPS 2022
Be Like Water: Adaptive Floating Point for Machine Learning ICML 2022
Memory-Efficient Training of RNN-Transducer with Sampled Softmax INTERSPEECH 2022
Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models CVPR 2022
JFB: Jacobian-Free Backpropagation for Implicit Networks AAAI 2022
MemSR: Training Memory-efficient Lightweight Model for Image Super-Resolution ICML 2022
Survey on Efficient Training of Large Neural Networks IJCAI 2022
Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning NIPS 2022