model compression

GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer AAAI 2023 GPT4All: An Ecosystem of Open Source Compressed Language Models EMNLP 2023 Gradient-based Gradual Pruning for Language-Specific Multilingual Neural Machine Translation EMNLP 2023 Gradient-based Intra-attention Pruning on Pre-trained Language Models ACL 2023 Gradient-Free Structured Pruning with Unlabeled Data ICML 2023 Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing NeurIPS 2023 GreenKGC: A Lightweight Knowledge Graph Completion Method ACL 2023 GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost IJCAI 2023 Grouped Knowledge Distillation for Deep Face Recognition AAAI 2023 G-SPEED: General SParse Efficient Editing MoDel EMNLP 2023 HadSkip: Homotopic and Adaptive Layer Skipping of Pre-trained Language Models for Efficient Inference EMNLP 2023 HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks AAAI 2023 Hardware-Aware Compression with Random Operation Access Specific Tile (ROAST) Hashing ICML 2023 Heterogeneous-Branch Collaborative Learning for Dialogue Generation AAAI 2023 HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation ACL 2023 HiNeRV: Video Compression with Hierarchical Encoding-based Neural Representation NeurIPS 2023 Holistic Adversarially Robust Pruning ICLR 2023 HollowNeRF: Pruning Hashgrid-Based NeRFs with Trainable Collision Mitigation ICCV 2023 HomoDistil: Homotopic Task-Agnostic Distillation of Pre-trained Transformers ICLR 2023 How I Learned to Stop Worrying and Love Retraining ICLR 2023 How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression? ICLR 2023 How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives ACL 2023 HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts EMNLP 2023 Hyperspherical Quantization: Toward Smaller and More Accurate Models WACV 2023 IMF: Integrating Matched Features Using Attentive Logit in Knowledge Distillation IJCAI 2023