conftrace_

efficient inference

233 papers

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Also known as

EI

Co-occurring keywords

model compression (3302) efficient computing (781) large language model (13587) knowledge distillation (3725) vision transformer (1106) model quantization (281) convolutional neural network (4226) inference optimization (219) inference efficiency (248) inference acceleration (244)

Papers

GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints EMNLP 2023
Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference CVPR 2023
CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval ACL 2023
EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start EMNLP 2022
DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference ACL 2022
FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022
F-coref: Fast, Accurate and Easy to Use Coreference Resolution AACL 2022
Near optimal efficient decoding from pooled data COLT 2022
Rethinking Resolution in the Context of Efficient Video Recognition NIPS 2022
SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks AAAI 2022
GhostNetV2: Enhance Cheap Operation with Long-Range Attention NIPS 2022
SAViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization NIPS 2022
A Theoretical View on Sparsely Activated Networks NIPS 2022
DeeCap: Dynamic Early Exiting for Efficient Image Captioning CVPR 2022
Compact Token Representations with Contextual Quantization for Efficient Document Re-ranking ACL 2022
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters ACL 2022
AEGNN: Asynchronous Event-Based Graph Neural Networks CVPR 2022
RedApt: An Adaptor for wav2vec 2 EncodingFaster and Smaller Speech Translation without Quality Compromise EMNLP 2022
AdaViT: Adaptive Vision Transformers for Efficient Image Recognition CVPR 2022
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022
Fast Nearest Neighbor Machine Translation ACL 2022
Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation EMNLP 2022
ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences NIPS 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models NIPS 2022