conftrace_
← Keywords

model compression

3302 papers

Explore in graph

Also known as

MC

Co-occurring keywords

knowledge distillation (3725) large language model (13587) neural network (6616) efficient computing (781) neural network optimization (1293) transfer learning (5449) convolutional neural network (4226) neural network pruning (265) language model (4599) parameter efficiency (417)

Papers

Scaled-YOLOv4: Scaling Cross Stage Partial Network CVPR 2021
AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks NIPS 2021
Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation EMNLP 2021
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP IJCNLP 2021
Virtual Fully-Connected Layer: Training a Large-Scale Face Recognition Dataset With Limited Computational Resources CVPR 2021
Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression CVPR 2021
The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 2021
Dynamic Domain Adaptation for Efficient Inference CVPR 2021
FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout NIPS 2021
Dynamic Knowledge Distillation for Pre-trained Language Models EMNLP 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search CVPR 2021
CBP: backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method NIPS 2021
Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs CVPR 2021
Direction is what you need: Improving Word Embedding Compression in Large Language Models IJCNLP 2021
Importance-based Neuron Allocation for Multilingual Neural Machine Translation ACL 2021
The Impact of Positional Encodings on Multilingual Compression EMNLP 2021
Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition NIPS 2021
Positive-Congruent Training: Towards Regression-Free Model Updates CVPR 2021
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens CVPR 2021
Compatibility-Aware Heterogeneous Visual Search CVPR 2021
Rethinking Channel Dimensions for Efficient Model Design CVPR 2021
Efficient Domain Adaptation of Language Models via Adaptive Tokenization EMNLP 2021
Tree-Like Decision Distillation CVPR 2021
The NiuTrans System for the WMT 2021 Efficiency Task EMNLP 2021
Generalized Few-Shot Object Detection Without Forgetting CVPR 2021