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Model Compression

1928 directly classified papers

Papers per year

Papers

Control Prefixes for Parameter-Efficient Text Generation EMNLP 2022
Who Says Elephants Can’t Run: Bringing Large Scale MoE Models into Cloud Scale Production EMNLP 2022
Findings of the WMT 2022 Shared Task on Efficient Translation EMNLP 2022
CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task EMNLP 2022
AdapLeR: Speeding up Inference by Adaptive Length Reduction ACL 2022
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022
Robust Lottery Tickets for Pre-trained Language Models ACL 2022
Learning Best Combination for Efficient N:M Sparsity NIPS 2022
HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks NIPS 2022
Efficient Knowledge Distillation from Model Checkpoints NIPS 2022
F-coref: Fast, Accurate and Easy to Use Coreference Resolution IJCNLP 2022
C3PO: A Lightweight Copying Mechanism for Translating Pseudocode to Code IJCNLP 2022
Self-Distillation Based on High-level Information Supervision for Compressing End-to-End ASR Model INTERSPEECH 2022
Spartan: Differentiable Sparsity via Regularized Transportation NIPS 2022
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons NIPS 2022
Leveraging Inter-Layer Dependency for Post -Training Quantization NIPS 2022
Dataset Inference for Self-Supervised Models NIPS 2022
Zero-Shot Dynamic Quantization for Transformer Inference EMNLP 2022
Information-Theoretic GAN Compression with Variational Energy-based Model NIPS 2022
Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network EMNLP 2022
Online Deep Equilibrium Learning for Regularization by Denoising NIPS 2022
Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias NIPS 2022
Get More at Once: Alternating Sparse Training with Gradient Correction NIPS 2022
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference NIPS 2022
Exposing and Exploiting Fine-Grained Block Structures for Fast and Accurate Sparse Training NIPS 2022