conftrace_

conditional computation

20 papers

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Co-occurring keywords

convolutional neural network (4226) model compression (3302) efficient computing (781) neural network (6616) model architecture (324) efficient inference (233) mixture of expert (640) sparse activation (36) computational efficiency (362) early exit (79)

Papers

FlowHN: Adaptive Token Routing for Efficient Parallel Hybrid Networks ACL 2026
Polymorphic Universal Transformer ACL 2026
Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference AAAI 2025
Automated Fine-Grained Mixture-of-Experts Quantization ACL 2025
Spiking Transformer with Experts Mixture NIPS 2024
CoLT5: Faster Long-Range Transformers with Conditional Computation EMNLP 2023
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference NIPS 2023
Mixture of Attention Heads: Selecting Attention Heads Per Token EMNLP 2022
Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs ICML 2022
2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition CVPR 2021
FrameExit: Conditional Early Exiting for Efficient Video Recognition CVPR 2021
The Tree Ensemble Layer: Differentiability meets Conditional Computation ICML 2020
Conditional Channel Gated Networks for Task-Aware Continual Learning CVPR 2020
CondConv: Conditionally Parameterized Convolutions for Efficient Inference NIPS 2019
Adaptive Neural Trees ICML 2019
You Look Twice: GaterNet for Dynamic Filter Selection in CNNs CVPR 2019
Conditional-Computation-Based Recurrent Neural Networks for Computationally Efficient Acoustic Modelling INTERSPEECH 2018
Modular Networks: Learning to Decompose Neural Computation NIPS 2018
SplineNets: Continuous Neural Decision Graphs NIPS 2018
Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018