conftrace_

computational cost

59 papers

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Co-occurring keywords

model compression (3302) computational efficiency (362) convolutional neural network (4226) large language model (13587) neural network (6616) image classification (1944) efficient computing (781) inference efficiency (248) memory efficiency (261) diffusion model (3751)

Papers

Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression INTERSPEECH 2023
miniStreamer: Enhancing Small Conformer with Chunked-Context Masking for Streaming ASR Applications on the Edge INTERSPEECH 2023
When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction CVPR 2023
MG-ViT: A Multi-Granularity Method for Compact and Efficient Vision Transformers NIPS 2023
Dynamic Transformers Provide a False Sense of Efficiency ACL 2023
NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models CVPR 2022
Fast Monte-Carlo Approximation of the Attention Mechanism AAAI 2022
Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT ACL 2022
Multilevel Optimization for Inverse Problems COLT 2022
Small Footprint Neural Networks for Acoustic Direction of Arrival Estimation INTERSPEECH 2022
ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic CVPR 2021
Physics-Aware Downsampling with Deep Learning for Scalable Flood Modeling NIPS 2021
3D CNNs With Adaptive Temporal Feature Resolutions CVPR 2021
Revisiting Rainbow: Promoting more insightful and inclusive deep reinforcement learning research ICML 2021
IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers NIPS 2021
Rethinking Channel Dimensions for Efficient Model Design CVPR 2021
Dynamic Routing Networks WACV 2021
Learning to Cascade: Confidence Calibration for Improving the Accuracy and Computational Cost of Cascade Inference Systems AAAI 2021
Efficient Neural Vision Systems Based on Convolutional Image Acquisition CVPR 2020
URNet: User-Resizable Residual Networks with Conditional Gating Module AAAI 2020
Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference AAAI 2020
Energy and Policy Considerations for Deep Learning in NLP ACL 2019
Dynamic Recursive Neural Network CVPR 2019
Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing AAAI 2019