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Model Compression

1928 directly classified papers

Papers per year

Papers

BiFSMN: Binary Neural Network for Keyword Spotting IJCAI 2022
Discovering and Overcoming Limitations of Noise-engineered Data-free Knowledge Distillation NIPS 2022
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning NIPS 2022
Learn to Reverse DNNs from AI Programs Automatically IJCAI 2022
MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields NIPS 2022
Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space CVPR 2022
Towards Data-Free Model Stealing in a Hard Label Setting CVPR 2022
Channel Balancing for Accurate Quantization of Winograd Convolutions CVPR 2022
Parameter-Efficient Sparsity for Large Language Models Fine-Tuning IJCAI 2022
ResectNet: An Efficient Architecture for Voice Activity Detection on Mobile Devices INTERSPEECH 2022
Weighted Mutual Learning with Diversity-Driven Model Compression NIPS 2022
Deep Compression of Pre-trained Transformer Models NIPS 2022
FP8 Quantization: The Power of the Exponent NIPS 2022
On the Channel Pruning using Graph Convolution Network for Convolutional Neural Network Acceleration IJCAI 2022
Forward Compatible Few-Shot Class-Incremental Learning CVPR 2022
Neural Network Pruning by Cooperative Coevolution IJCAI 2022
Slimmable Domain Adaptation CVPR 2022
Proper Reuse of Image Classification Features Improves Object Detection CVPR 2022
Pre-activation Distributions Expose Backdoor Neurons NIPS 2022
EasySED: Trusted Sound Event Detection with Self-Distillation AAAI 2022
Cosine Model Watermarking against Ensemble Distillation AAAI 2022
Batch Normalization Tells You Which Filter Is Important WACV 2022
Reducing uncertainty at the score-to-LR stage in likelihood ratio-based forensic voice comparison using automatic speaker recognition systems INTERSPEECH 2022
Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks COLING 2022
AdaSTE: An Adaptive Straight-Through Estimator To Train Binary Neural Networks CVPR 2022