Model Compression

Consecutive Batch Model Editing with HooK Layers EMNLP 2024 ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model NeurIPS 2024 Contributing Dimension Structure of Deep Feature for Coreset Selection AAAI 2024 CrossKD: Cross-Head Knowledge Distillation for Object Detection CVPR 2024 Cross-model Control: Improving Multiple Large Language Models in One-time Training NeurIPS 2024 DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs EMNLP 2024 Data-free Neural Representation Compression with Riemannian Neural Dynamics ICML 2024 Data-Free Quantization via Pseudo-label Filtering CVPR 2024 Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance AAAI 2024 DB-LLM: Accurate Dual-Binarization for Efficient LLMs ACL 2024 DeepCache: Accelerating Diffusion Models for Free CVPR 2024 DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution NeurIPS 2024 Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models NeurIPS 2024 DEM: Distribution Edited Model for Training with Mixed Data Distributions EMNLP 2024 DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion NeurIPS 2024 Differentially Private Optimization with Sparse Gradients NeurIPS 2024 DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization NeurIPS 2024 DisCEdit: Model Editing by Identifying Discriminative Components NeurIPS 2024 Discovering Knowledge-Critical Subnetworks in Pretrained Language Models EMNLP 2024 Discriminability-Driven Channel Selection for Out-of-Distribution Detection CVPR 2024 Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction ACL 2024 DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models NeurIPS 2024 Distributed Bilevel Optimization with Communication Compression ICML 2024 Divide-or-Conquer? Which Part Should You Distill Your LLM? EMNLP 2024 D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models NeurIPS 2024