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Efficient Computing

6,876 papers

Papers per year

Papers

Block-wise Word Embedding Compression Revisited: Better Weighting and Structuring EMNLP 2021
Automatic Error Type Annotation for Arabic EMNLP 2021
BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language EMNLP 2021
Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools EMNLP 2021
Memory-efficient Transformers via Top-k Attention EMNLP 2021
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering EMNLP 2021
Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking EMNLP 2021
Hyperparameter Power Impact in Transformer Language Model Training EMNLP 2021
Findings of the WMT 2021 Shared Task on Efficient Translation EMNLP 2021
TenTrans High-Performance Inference Toolkit for WMT2021 Efficiency Task EMNLP 2021
AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition ICCV 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation ICCV 2021
Selective Feature Compression for Efficient Activity Recognition Inference ICCV 2021
Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift ICCV 2021
ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting ICCV 2021
Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform ICCV 2021
Representative Color Transform for Image Enhancement ICCV 2021
SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam ICCV 2021
Adaptive Focus for Efficient Video Recognition ICCV 2021
Improving Low-Precision Network Quantization via Bin Regularization ICCV 2021
Motion-Aware Dynamic Architecture for Efficient Frame Interpolation ICCV 2021
Event Stream Super-Resolution via Spatiotemporal Constraint Learning ICCV 2021
BlockCopy: High-Resolution Video Processing With Block-Sparse Feature Propagation and Online Policies ICCV 2021
Real-Time Video Inference on Edge Devices via Adaptive Model Streaming ICCV 2021
Differentiable Dynamic Wirings for Neural Networks ICCV 2021