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model compression

3283 papers

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Also known as

MC

Co-occurring keywords

knowledge distillation (3680) large language model (12755) neural network (6616) efficient computing (779) neural network optimization (1293) transfer learning (5442) convolutional neural network (4216) neural network pruning (265) language model (4573) parameter efficiency (415)

Papers

ScaleFL: Resource-Adaptive Federated Learning With Heterogeneous Clients CVPR 2023
A Unified Knowledge Distillation Framework for Deep Directed Graphical Models CVPR 2023
DepGraph: Towards Any Structural Pruning CVPR 2023
Class Attention Transfer Based Knowledge Distillation CVPR 2023
One-Shot Model for Mixed-Precision Quantization CVPR 2023
Integral Neural Networks CVPR 2023
Backdoor Cleansing With Unlabeled Data CVPR 2023
Generating Behaviorally Diverse Policies with Latent Diffusion Models NIPS 2023
Frame Flexible Network CVPR 2023
Neural Architecture Search for Wide Spectrum Adversarial Robustness AAAI 2023
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities JMLR 2023
SAMP: A Model Inference Toolkit of Post-Training Quantization for Text Processing via Self-Adaptive Mixed-Precision EMNLP 2023
FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer AAAI 2023
Curriculum Temperature for Knowledge Distillation AAAI 2023
PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher AAAI 2023
Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023
Dynamic Structure Pruning for Compressing CNNs AAAI 2023
Rethinking Data-Free Quantization as a Zero-Sum Game AAAI 2023
Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost AAAI 2023
Parameter-efficient Tuning for Large Language Model without Calculating Its Gradients EMNLP 2023
Condensing Multilingual Knowledge with Lightweight Language-Specific Modules EMNLP 2023
Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023
Breaking through Deterministic Barriers: Randomized Pruning Mask Generation and Selection EMNLP 2023
Tunable Soft Prompts are Messengers in Federated Learning EMNLP 2023