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

KD-MSLRT: Lightweight Sign Language Recognition Model Based on Mediapipe and 3D to 1D Knowledge Distillation AAAI 2025

Efficient Federated Learning via Clients-to-Server Knowledge Distillation (Student Abstract) AAAI 2025

DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture CVPR 2025

A New Federated Learning Framework Against Gradient Inversion Attacks AAAI 2025

ProcrustesGPT: Compressing LLMs with Structured Matrices and Orthogonal Transformations ACL 2025

Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025

From Teacher to Student: Tracking Memorization Through Model Distillation ACL 2025

Enhancing Low-Rank Adaptation with Recoverability-Based Reinforcement Pruning for Object Counting AAAI 2025

ICP: Immediate Compensation Pruning for Mid-to-high Sparsity CVPR 2025

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression AAAI 2025

A Self-Distillation Recipe for Neural Machine Translation ACL 2025

Streaming Sequence Transduction through Dynamic Compression ACL 2025

RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Linguistic Classifiers COLING 2025

Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models COLING 2025

MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks CVPR 2025

Text Embedding Knows How to Quantize Text-Guided Diffusion Models ICCV 2025

Quantization without Tears CVPR 2025

Channel Merging: Preserving Specialization for Merged Experts AAAI 2025

1+1>2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models EMNLP 2025

BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025

Aggregation Mechanism Based Graph Heterogeneous Networks Distillation IJCAI 2025

Targeted Distillation for Sentiment Analysis EMNLP 2025

LoSiA: Efficient High-Rank Fine-Tuning via Subnet Localization and Optimization EMNLP 2025

Teach Small Models to Reason by Curriculum Distillation EMNLP 2025

OptiPrune: Effective Pruning Approach for Every Target Sparsity COLING 2025