conftrace_

parameter efficiency

417 papers

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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

Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025
UNLEARN Efficient Removal of Knowledge in Large Language Models NAACL 2025
Prompt Tuning Can Simply Adapt Large Language Models to Text Encoders NAACL 2025
WaveMixSR-V2: Enhancing Super-resolution with Higher Efficiency (Student Abstract) AAAI 2025
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025
MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices ICCV 2025
ViT-Split: Unleashing the Power of Vision Foundation Models via Efficient Splitting Heads ICCV 2025
Enhancing Low-Rank Adaptation with Recoverability-Based Reinforcement Pruning for Object Counting AAAI 2025
SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks AAAI 2025
RETUYT-INCO at BEA 2025 Shared Task: How Far Can Lightweight Models Go in AI-powered Tutor Evaluation? ACL 2025
Diffusion Model Patching via Mixture-of-Prompts AAAI 2025
GroupMamba: Efficient Group-Based Visual State Space Model CVPR 2025
Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction WACV 2025
Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer AAAI 2025
Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks CVPR 2025
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025
Sparsifying Mamba EMNLP 2025
Archaeology at TSAR 2025 Shared Task Teaching Small Models to do CEFR Simplifications EMNLP 2025
Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution AAAI 2025
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025
A Closer Look into Mixture-of-Experts in Large Language Models NAACL 2025
Transferable Post-training via Inverse Value Learning NAACL 2025
Vocabulary-level Memory Efficiency for Language Model Fine-tuning NAACL 2025
SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression AAAI 2025
Power doesn’t reside in size: A Low Parameter Hybrid Language Model (HLM) for Sentiment Analysis in Code-mixed data EMNLP 2025