conftrace_

inference speed

96 papers

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model compression (3302) efficient computing (781) knowledge distillation (3725) neural machine translation (2310) attention mechanism (4001) large language model (13587) model efficiency (206) non-autoregressive translation (102) convolutional neural network (4226) machine translation (2499)

Papers

SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding INTERSPEECH 2024
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition NIPS 2024
Resource-Efficient Neural Networks for Embedded Systems JMLR 2024
Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner CVPR 2024
An Entropy-Based Model for Hierarchical Learning JMLR 2024
EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection WACV 2024
FastSR-NeRF: Improving NeRF Efficiency on Consumer Devices With a Simple Super-Resolution Pipeline WACV 2024
Consistency Policy: Accelerated Visuomotor Policies via Consistency Distillation RSS 2024
Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models ACL 2024
A Comprehensive Evaluation of Quantization Strategies for Large Language Models ACL 2024
Optical Diffusion Models for Image Generation NIPS 2024
GTP-ViT: Efficient Vision Transformers via Graph-Based Token Propagation WACV 2024
QTIP: Quantization with Trellises and Incoherence Processing NIPS 2024
Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models CVPR 2024
Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed AAAI 2024
Make RepVGG Greater Again: A Quantization-Aware Approach AAAI 2024
Shallow Diffusion for Fast Speech Enhancement (Student Abstract) AAAI 2024
SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection AAAI 2024
NarrowBERT: Accelerating Masked Language Model Pretraining and Inference ACL 2023
Hybrid-Regressive Paradigm for Accurate and Speed-Robust Neural Machine Translation ACL 2023
LightVoc: An Upsampling-Free GAN Vocoder Based On Conformer And Inverse Short-time Fourier Transform INTERSPEECH 2023
Equivalent Transformation and Dual Stream Network Construction for Mobile Image Super-Resolution CVPR 2023
SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT Inference IJCAI 2023
HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition INTERSPEECH 2023
CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking INTERSPEECH 2023