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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

Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks NIPS 2023
Binarized Neural Machine Translation NIPS 2023
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold ICCV 2023
Causal-DFQ: Causality Guided Data-Free Network Quantization ICCV 2023
Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers NIPS 2023
Generating Behaviorally Diverse Policies with Latent Diffusion Models NIPS 2023
Neural Architecture Search for Wide Spectrum Adversarial Robustness AAAI 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
Quantized Feature Distillation for Network Quantization AAAI 2023
Heterogeneous-Branch Collaborative Learning for Dialogue Generation AAAI 2023
Frame Flexible Network CVPR 2023
Post-Training Quantization on Diffusion Models CVPR 2023
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization NIPS 2023
PD-Quant: Post-Training Quantization Based on Prediction Difference Metric CVPR 2023
1% VS 100%: Parameter-Efficient Low Rank Adapter for Dense Predictions CVPR 2023
Exploring Transformers as Compact, Data-efficient Language Models EMNLP 2023
Compact Neural Volumetric Video Representations with Dynamic Codebooks NIPS 2023
WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting NIPS 2023