model compression

Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost AAAI 2023 MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-Linear Functions ICLR 2023 Making Vision Transformers Efficient From a Token Sparsification View CVPR 2023 MARS: Masked Automatic Ranks Selection in Tensor Decompositions AISTATS 2023 Masked Autoencoders Enable Efficient Knowledge Distillers CVPR 2023 Masked Wavelet Representation for Compact Neural Radiance Fields CVPR 2023 MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023 MDL-NAS: A Joint Multi-Domain Learning Framework for Vision Transformer CVPR 2023 MEDIC: Remove Model Backdoors via Importance Driven Cloning CVPR 2023 Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization NeurIPS 2023 Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ACL 2023 Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis CVPR 2023 Memory-Oriented Structural Pruning for Efficient Image Restoration AAAI 2023 Mem-Rec: Memory Efficient Recommendation System using Alternative Representation ACML 2023 MG-ViT: A Multi-Granularity Method for Compact and Efficient Vision Transformers NeurIPS 2023 MI-GAN: A Simple Baseline for Image Inpainting on Mobile Devices ICCV 2023 Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training ACL 2023 MixFormerV2: Efficient Fully Transformer Tracking NeurIPS 2023 MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023 MobileNMT: Enabling Translation in 15MB and 30ms ACL 2023 MobileOne: An Improved One Millisecond Mobile Backbone CVPR 2023 MobileTL: On-Device Transfer Learning with Inverted Residual Blocks AAAI 2023 MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation CVPR 2023 Moccasin: Efficient Tensor Rematerialization for Neural Networks ICML 2023 Model Compression for DNN-based Speaker Verification Using Weight Quantization Interspeech 2023