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model compression

3302 papers

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MC

Co-occurring keywords

knowledge distillation (3725) large language model (13587) neural network (6616) efficient computing (781) neural network optimization (1293) transfer learning (5449) convolutional neural network (4226) neural network pruning (265) language model (4599) parameter efficiency (417)

Papers

Bi-directional Masks for Efficient N:M Sparse Training ICML 2023
MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree ICCV 2023
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers ICCV 2023
spred: Solving L1 Penalty with SGD ICML 2023
Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-Attention IJCAI 2023
TinyNeRF: Towards 100 x Compression of Voxel Radiance Fields AAAI 2023
Differentiable Transportation Pruning ICCV 2023
Shortcut-V2V: Compression Framework for Video-to-Video Translation Based on Temporal Redundancy Reduction ICCV 2023
Dataset Distillation with Convexified Implicit Gradients ICML 2023
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time ICML 2023
Less is More: Task-aware Layer-wise Distillation for Language Model Compression ICML 2023
Reconstructive Neuron Pruning for Backdoor Defense ICML 2023
TIPS: Topologically Important Path Sampling for Anytime Neural Networks ICML 2023
Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design ICML 2023
SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot ICML 2023
ASkewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks AISTATS 2023
LOFT: Finding Lottery Tickets through Filter-wise Training AISTATS 2023
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout AISTATS 2023
Moccasin: Efficient Tensor Rematerialization for Neural Networks ICML 2023
Toward Large Kernel Models ICML 2023
A Three-regime Model of Network Pruning ICML 2023
Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models ICML 2023
FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization ICML 2023
PRANC: Pseudo RAndom Networks for Compacting Deep Models ICCV 2023
MI-GAN: A Simple Baseline for Image Inpainting on Mobile Devices ICCV 2023