model compression

PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection CVPR 2023 Polynomially Over-Parameterized Convolutional Neural Networks Contain Structured Strong Winning Lottery Tickets NeurIPS 2023 Post-Training Quantization on Diffusion Models CVPR 2023 POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery CVPR 2023 PowerQuant: Automorphism Search for Non-Uniform Quantization ICLR 2023 Practical Network Acceleration With Tiny Sets CVPR 2023 PRANC: Pseudo RAndom Networks for Compacting Deep Models ICCV 2023 Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023 Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers NeurIPS 2023 Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design ICML 2023 Probabilistic Weight Fixing: Large-scale training of neural network weight uncertainties for quantisation. NeurIPS 2023 Progressive Ensemble Distillation: Building Ensembles for Efficient Inference NeurIPS 2023 Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge CVPR 2023 Pruning vs Quantization: Which is Better? NeurIPS 2023 PuMer: Pruning and Merging Tokens for Efficient Vision Language Models ACL 2023 QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection ICCV 2023 Q-DETR: An Efficient Low-Bit Quantized Detection Transformer CVPR 2023 Q-Diffusion: Quantizing Diffusion Models ICCV 2023 Quantifying lottery tickets under label noise: accuracy, calibration, and complexity UAI 2023 Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs ICML 2023 Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding Interspeech 2023 Quantized Feature Distillation for Network Quantization AAAI 2023 QuIP: 2-Bit Quantization of Large Language Models With Guarantees NeurIPS 2023 RD-Suite: A Benchmark for Ranking Distillation NeurIPS 2023 Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization CVPR 2023