conftrace_

parameter efficiency

417 papers

Explore in graph

Co-occurring keywords

model compression (3302) transfer learning (5449) convolutional neural network (4226) large language model (13587) mixture of expert (640) knowledge distillation (3725) neural network (6616) language model (4599) neural network optimization (1293) efficient computing (781)

Papers

FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference EMNLP 2025
HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025
MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs ACL 2025
Towards General-Domain Word Sense Disambiguation: Distilling Large Language Model into Compact Disambiguator EMNLP 2025
Transferable Post-training via Inverse Value Learning NAACL 2025
Complexity Experts are Task-Discriminative Learners for Any Image Restoration CVPR 2025
GroupMamba: Efficient Group-Based Visual State Space Model CVPR 2025
CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025
Archaeology at TSAR 2025 Shared Task Teaching Small Models to do CEFR Simplifications EMNLP 2025
SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression AAAI 2025
Sparsifying Mamba EMNLP 2025
DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts ACL 2025
WaveMixSR-V2: Enhancing Super-resolution with Higher Efficiency (Student Abstract) AAAI 2025
LoRA Unlearns More and Retains More (Student Abstract) AAAI 2025
Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning EMNLP 2025
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025
Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing ACL 2025
TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models ACL 2025
Layer Duplication in LLMs EMNLP 2025
Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction WACV 2025
LoSA: Long-Short-Range Adapter for Scaling End-to-End Temporal Action Localization WACV 2025
Scaling up the State Size of RNN LLMs for Long-Context Scenarios ACL 2025
Compressing Large Language Models using Low Rank and Low Precision Decomposition NIPS 2024