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Papers
From Address Blocks to Authorized Prefixes: Redesigning RPKI ROV with a Hierarchical Hashing Scheme for Fast and Memory-Efficient Validation
NSDI 2025
Q-Mamba: Towards more efficient Mamba models via post-training quantization
ACL 2025
Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation
ICML 2025
Layer-Condensed KV Cache for Efficient Inference of Large Language Models
ACL 2024
NePhi: Neural Deformation Fields for Approximately Diffeomorphic Medical Image Registration
ECCV 2024
SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding
Interspeech 2024
Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation
ICML 2024
Various Lengths, Constant Speed: Efficient Language Modeling with Lightning Attention
ICML 2024
A Survey for Efficient Open Domain Question Answering
ACL 2023
Efficient On-Device Training via Gradient Filtering
CVPR 2023
Short-Term Memory Convolutions
ICLR 2023
Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective
NeurIPS 2023
Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks
WACV 2021
Image Super-Resolution via Dual-State Recurrent Networks
CVPR 2018
Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks
CVPR 2018