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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

PTMQ: Post-training Multi-Bit Quantization of Neural Networks AAAI 2024
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models NIPS 2024
BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024
AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries AAAI 2024
Practical Privacy-Preserving MLaaS: When Compressive Sensing Meets Generative Networks AAAI 2024
Generative Model-Based Feature Knowledge Distillation for Action Recognition AAAI 2024
Even Sparser Graph Transformers NIPS 2024
Learn To Unlearn for Deep Neural Networks: Minimizing Unlearning Interference With Gradient Projection WACV 2024
LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning ACL 2024
Building Variable-Sized Models via Learngene Pool AAAI 2024
Integer Is Enough: When Vertical Federated Learning Meets Rounding AAAI 2024
Learning Performance Maximizing Ensembles with Explainability Guarantees AAAI 2024
REPrune: Channel Pruning via Kernel Representative Selection AAAI 2024
AFPQ: Asymmetric Floating Point Quantization for LLMs ACL 2024
UniADS: Universal Architecture-Distiller Search for Distillation Gap AAAI 2024
Cooperative Knowledge Distillation: A Learner Agnostic Approach AAAI 2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer AAAI 2024
Towards Effective and General Graph Unlearning via Mutual Evolution AAAI 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model NIPS 2024
Pruning From Scratch via Shared Pruning Module and Nuclear Norm-Based Regularization WACV 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024
Agile Multi-Source-Free Domain Adaptation AAAI 2024
MetaMix: Meta-State Precision Searcher for Mixed-Precision Activation Quantization AAAI 2024
Scaled Decoupled Distillation CVPR 2024
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes AAAI 2024