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model compression

3,562 papers

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MC

Co-occurring keywords · papers mentioning both

knowledge distillation (1,124) large language model (422) neural network (322) neural network optimization (297) efficient computing (297) convolutional neural network (240) transfer learning (234) neural network pruning (200) parameter-efficient fine-tuning (168) language model (158)

Papers

Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs ACL 2025 Sparse Structure Exploration and Re-optimization for Vision Transformer UAI 2025 Sparsifying Mamba EMNLP 2025 Speculative Safety-Aware Decoding EMNLP 2025 Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025 Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives CVPR 2025 SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking ICLR 2025 SpinQuant: LLM Quantization with Learned Rotations ICLR 2025 Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs EMNLP 2025 SPvR: Structured Pruning via Ranking UAI 2025 SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation NAACL 2025 SSVQ: Unleashing the Potential of Vector Quantization with Sign-Splitting ICCV 2025 Staged Knowledge Distillation Through Least-to-Most Prompting: Optimizing Teacher Guidance via Difficulty-Aware Training EMNLP 2025 Steering LLM Reasoning Through Bias-Only Adaptation EMNLP 2025 StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models EMNLP 2025 Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models ACL 2025 StitchLLM: Serving LLMs, One Block at a Time ACL 2025 Stochastic Weight Sharing for Bayesian Neural Networks AISTATS 2025 Streaming Sequence Transduction through Dynamic Compression ACL 2025 Streamlining LLMs: Adaptive Knowledge Distillation for Tailored Language Models NAACL 2025 Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks ACL 2025 Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget CVPR 2025 Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation AAAI 2025 Structuring Radiology Reports: Challenging LLMs with Lightweight Models EMNLP 2025 Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency EMNLP 2025