conftrace_

efficient computing

781 papers

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EC

Co-occurring keywords

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

AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition ICCV 2021
Broadcasted Residual Learning for Efficient Keyword Spotting INTERSPEECH 2021
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks AAAI 2021
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation AAAI 2021
ACT: an Attentive Convolutional Transformer for Efficient Text Classification AAAI 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling ACL 2021
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking EMNLP 2021
NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis EMNLP 2021
Learning Hard Retrieval Decoder Attention for Transformers EMNLP 2021
ArabicTransformer: Efficient Large Arabic Language Model with Funnel Transformer and ELECTRA Objective EMNLP 2021
Memory-efficient Transformers via Top-k Attention EMNLP 2021
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation CVPR 2021
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens CVPR 2021
FrameExit: Conditional Early Exiting for Efficient Video Recognition CVPR 2021
FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining CVPR 2021
FP-NAS: Fast Probabilistic Neural Architecture Search CVPR 2021
Coordinate Attention for Efficient Mobile Network Design CVPR 2021
QPP: Real-Time Quantization Parameter Prediction for Deep Neural Networks CVPR 2021
Image Super-Resolution With Non-Local Sparse Attention CVPR 2021
Spatially-Adaptive Pixelwise Networks for Fast Image Translation CVPR 2021
Practical Single-Image Super-Resolution Using Look-Up Table CVPR 2021
MoViNets: Mobile Video Networks for Efficient Video Recognition CVPR 2021
Aligned Structured Sparsity Learning for Efficient Image Super-Resolution NIPS 2021
LSH-SMILE: Locality Sensitive Hashing Accelerated Simulation and Learning NIPS 2021
L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization NIPS 2021