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Model Compression

1928 directly classified papers

Papers per year

Papers

LAB: Learnable Activation Binarizer for Binary Neural Networks WACV 2023
Parameter-efficient Modularised Bias Mitigation via AdapterFusion EACL 2023
Towards Fully Quantized Neural Networks For Speech Enhancement INTERSPEECH 2023
Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training CVPR 2023
Parameter-Efficient Korean Character-Level Language Modeling EACL 2023
Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding EACL 2023
Integrating Translation Memories into Non-Autoregressive Machine Translation EACL 2023
MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers EACL 2023
Task-Agnostic Structured Pruning of Speech Representation Models INTERSPEECH 2023
Robust Image Steganography: Hiding Messages in Frequency Coefficients AAAI 2023
Parameter-Efficient Tuning with Special Token Adaptation EACL 2023
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold ICCV 2023
Causal-DFQ: Causality Guided Data-Free Network Quantization ICCV 2023
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search INTERSPEECH 2023
Fine-tuning Audio Spectrogram Transformer with Task-aware Adapters for Sound Event Detection INTERSPEECH 2023
SparseVSR: Lightweight and Noise Robust Visual Speech Recognition INTERSPEECH 2023
Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning ICCV 2023
Towards Fairness-aware Adversarial Network Pruning ICCV 2023
VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control ICCV 2023
NIPQ: Noise Proxy-Based Integrated Pseudo-Quantization CVPR 2023
Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle ICCV 2023
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance ICCV 2023
Masked Spiking Transformer ICCV 2023
MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention ICCV 2023
ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models ACL 2023