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Efficient Computing

6,876 papers

Papers per year

Papers

Coarse-To-Fine Q-Attention: Efficient Learning for Visual Robotic Manipulation via Discretisation CVPR 2022
NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models CVPR 2022
Deep Visual Geo-Localization Benchmark CVPR 2022
Scaling Vision Transformers CVPR 2022
Learned Queries for Efficient Local Attention CVPR 2022
DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos CVPR 2022
Multilingual Machine Translation with Hyper-Adapters EMNLP 2022
Numerical Optimizations for Weighted Low-rank Estimation on Language Models EMNLP 2022
COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models EMNLP 2022
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022
Towards Climate Awareness in NLP Research EMNLP 2022
How Far are We from Robust Long Abstractive Summarization? EMNLP 2022
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency EMNLP 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering EMNLP 2022
Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation EMNLP 2022
Evaluating Parameter Efficient Learning for Generation EMNLP 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks EMNLP 2022
LittleBird: Efficient Faster & Longer Transformer for Question Answering EMNLP 2022
Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder EMNLP 2022
Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation EMNLP 2022
Bridging Fairness and Environmental Sustainability in Natural Language Processing EMNLP 2022
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer EMNLP 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking EMNLP 2022
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022