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model pruning

237 papers

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Co-occurring keywords

model compression (3302) knowledge distillation (3725) neural network pruning (265) large language model (13587) lottery ticket hypothesis (104) neural network optimization (1293) transfer learning (5449) network pruning (183) neural network (6616) model quantization (281)

Papers

Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization AAAI 2025
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles AAAI 2025
Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation AAAI 2025
FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing NAACL 2025
The Impact of Inference Acceleration on Bias of LLMs NAACL 2025
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation EMNLP 2025
TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models ACL 2025
Self-calibration for Language Model Quantization and Pruning NAACL 2025
EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models CVPR 2025
As easy as PIE: understanding when pruning causes language models to disagree NAACL 2025
BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance ACL 2025
Multilingual Iterative Model Pruning: What Matters? IJCNLP 2025
Structured Pruning for Diverse Best-of-N Reasoning Optimization ACL 2025
On Pruning State-Space LLMs EMNLP 2025
MDP: Multidimensional Vision Model Pruning with Latency Constraint CVPR 2025
TinySubNets: An Efficient and Low Capacity Continual Learning Strategy AAAI 2025
LoRA Unlearns More and Retains More (Student Abstract) AAAI 2025
P2 Law: Scaling Law for Post-Training After Model Pruning ACL 2025
Mobile Video Diffusion ICCV 2025
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL IJCAI 2025
Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions EMNLP 2025
Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning EMNLP 2025
FISTAPruner: Layer-wise Post-training Pruning for Large Language Models EMNLP 2025
ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025
Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs IJCNLP 2025