conftrace_

efficient computing

781 papers

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EC

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model compression (3302) convolutional neural network (4226) neural network optimization (1293) large language model (13587) attention mechanism (4001) vision transformer (1106) neural network (6616) knowledge distillation (3725) neural architecture search (666) transformer architecture (1560)

Papers

Entropy-Driven Mixed-Precision Quantization for Deep Network Design NIPS 2022
Quantized Training of Gradient Boosting Decision Trees NIPS 2022
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer EMNLP 2022
HW-TSC’s Submission for the WMT22 Efficiency Task EMNLP 2022
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models EMNLP 2022
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022
Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022
E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models ACL 2022
Long-range Sequence Modeling with Predictable Sparse Attention ACL 2022
∞-former: Infinite Memory Transformer ACL 2022
Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract) AAAI 2022
Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy NIPS 2022
Towards Fully Sparse Training: Information Restoration with Spatial Similarity AAAI 2022
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution AAAI 2022
Efficient Non-local Contrastive Attention for Image Super-resolution AAAI 2022
Rethinking Resolution in the Context of Efficient Video Recognition NIPS 2022
AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning NIPS 2022
PokeBNN: A Binary Pursuit of Lightweight Accuracy CVPR 2022
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition NIPS 2022
AdapLeR: Speeding up Inference by Adaptive Length Reduction ACL 2022
ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing NIPS 2022
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models NIPS 2022
Shrinking Temporal Attention in Transformers for Video Action Recognition AAAI 2022
Bi-volution: A Static and Dynamic Coupled Filter AAAI 2022