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Model Compression

1928 directly classified papers

Papers per year

Papers

Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models’ Memories ACL 2023
Lifelong Compression Mixture Model via Knowledge Relationship Graph AAAI 2023
On the Effectiveness of Parameter-Efficient Fine-Tuning AAAI 2023
Reconstructive Neuron Pruning for Backdoor Defense ICML 2023
Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models ICML 2023
Trapdoor Normalization with Irreversible Ownership Verification ICML 2023
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming ICML 2023
SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot ICML 2023
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization ICML 2023
Compressing Cross-Lingual Multi-Task Models at Qualtrics AAAI 2023
Transferable Post-hoc Calibration on Pretrained Transformers in Noisy Text Classification AAAI 2023
A Binary Keyword Spotting System with Error-Diffusion Based Feature Binarization INTERSPEECH 2023
MoEC: Mixture of Expert Clusters AAAI 2023
Modular Domain Adaptation for Conformer-Based Streaming ASR INTERSPEECH 2023
TinyNeRF: Towards 100 x Compression of Voxel Radiance Fields AAAI 2023
MUX-PLMs: Pre-training Language Models with Data Multiplexing ACL 2023
Structured Pruning for Efficient Generative Pre-trained Language Models ACL 2023
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation ACL 2023
LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ACL 2023
Fixed Input Parameterization for Efficient Prompting ACL 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes ACL 2023
Parameter-Efficient Model Adaptation for Vision Transformers AAAI 2023
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models EACL 2023
Connectivity Matters: Neural Network Pruning Through the Lens of Effective Sparsity JMLR 2023
Hierarchical3D Adapters for Long Video-to-text Summarization EACL 2023