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

Space-Time Distillation for Video Super-Resolution CVPR 2021
Motion-Aware Dynamic Architecture for Efficient Frame Interpolation ICCV 2021
Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021
Learnable Companding Quantization for Accurate Low-Bit Neural Networks CVPR 2021
Benchmarking a transformer-FREE model for ad-hoc retrieval EACL 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences IJCNLP 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation IJCNLP 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling IJCNLP 2021
Selecting Informative Contexts Improves Language Model Fine-tuning ACL 2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models ACL 2021
Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval EMNLP 2021
Binary Graph Neural Networks CVPR 2021
2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition CVPR 2021
Arabic Compact Language Modelling for Resource Limited Devices EACL 2021
Shortformer: Better Language Modeling using Shorter Inputs IJCNLP 2021
IIIT Hyderabad Submission To WAT 2021: Efficient Multilingual NMT systems for Indian languages IJCNLP 2021
How far can we get with one GPU in 100 hours? CoAStaL at MultiIndicMT Shared Task IJCNLP 2021
Holistic Filter Pruning for Efficient Deep Neural Networks WACV 2021
Efficient 3D Video Engine Using Frame Redundancy WACV 2021
EfficientNetV2: Smaller Models and Faster Training ICML 2021
GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training ICML 2021
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices IJCAI 2021
AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition ICCV 2021
Learning Frequency-Aware Dynamic Network for Efficient Super-Resolution ICCV 2021
MicroNet: Improving Image Recognition With Extremely Low FLOPs ICCV 2021