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Efficient Computing

1253 directly classified papers

Papers per year

Papers

Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning ACL 2023
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking ACL 2023
MobileTL: On-Device Transfer Learning with Inverted Residual Blocks AAAI 2023
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation ACL 2023
CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023
SlowBERT: Slow-down Attacks on Input-adaptive Multi-exit BERT ACL 2023
Fixed Input Parameterization for Efficient Prompting ACL 2023
Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows AAAI 2023
Scaling Laws for BERT in Low-Resource Settings ACL 2023
Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination ACL 2023
Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning AAAI 2023
NarrowBERT: Accelerating Masked Language Model Pretraining and Inference ACL 2023
When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023
Query-Aware Quantization for Maximum Inner Product Search AAAI 2023
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints EMNLP 2023
Plug-and-Play Document Modules for Pre-trained Models ACL 2023
HyperMixer: An MLP-based Low Cost Alternative to Transformers ACL 2023
Predicting Temporal Sets with Simplified Fully Connected Networks AAAI 2023
Accelerating Transformer Inference for Translation via Parallel Decoding ACL 2023
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval ACL 2023
Robust Feature Rectification of Pretrained Vision Models for Object Recognition AAAI 2023
PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation CVPR 2023
Revisiting Token Dropping Strategy in Efficient BERT Pretraining ACL 2023
DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models ACL 2023