conftrace_

model acceleration

80 papers

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Co-occurring keywords

model compression (3302) inference acceleration (244) efficient computing (781) speculative decoding (111) neural network optimization (1293) large language model (13587) inference optimization (219) knowledge distillation (3725) convolutional neural network (4226) diffusion model (3751)

Papers

MSCFFN: A New FFN with Multi-Space Cross to Accelerate Transformer EMNLP 2023
RGB No More: Minimally-Decoded JPEG Vision Transformers CVPR 2023
EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention CVPR 2023
Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination ACL 2023
A Survey on Efficient Training of Transformers IJCAI 2023
Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model NAACL 2022
Revisiting Random Channel Pruning for Neural Network Compression CVPR 2022
PCEE-BERT: Accelerating BERT Inference via Patient and Confident Early Exiting NAACL 2022
DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos CVPR 2022
E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models ACL 2022
Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting COLING 2022
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective IJCAI 2022
Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt IJCAI 2022
FastSeq: Make Sequence Generation Faster ACL 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit IJCNLP 2021
Iterative Deep Model Compression and Acceleration in the Frequency Domain ACML 2021
Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization AAAI 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit ACL 2021
Challenges and Opportunities of Building Fast GBDT Systems IJCAI 2021
Empowering Adaptive Early-Exit Inference with Latency Awareness AAAI 2021
Harmonic Lowering for Accelerating Harmonic Convolution for Audio Signals INTERSPEECH 2020
Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration CVPR 2020
Efficient and High-Quality Neural Machine Translation with OpenNMT ACL 2020
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices AAAI 2020
Learning Instance-wise Sparsity for Accelerating Deep Models IJCAI 2019