conftrace_

parameter sharing

205 papers

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PSS

Co-occurring keywords

multi-task learning (2575) model compression (3302) transfer learning (5449) neural machine translation (2310) neural network (6616) neural architecture search (666) parameter efficiency (417) convolutional neural network (4226) efficient computing (781) multilingual translation (294)

Papers

Vision-MoR: Scaling Vision Transformer via Patch-Level Mixture-of-Recursions AAAI 2026
Social Behavior as a Key to Learning-Based Multi-Agent Pathfinding Dilemmas (Abstract Reprint) AAAI 2026
SharVeT: Similarity-aware Parameter Sharing with Vector-based Tuning for Efficient LLM Compression ACL 2026
BiCycle: Group-wise Recursive Transformer Based on ASR Mechanism AAAI 2026
NerVast: Compression-Efficient Scaling of Implicit Neural Video Representations via Scene-based Parameter-sharing WACV 2026
Partial Filter-Sharing: Improved Parameter-Sharing Method for Single Image Super-Resolution Networks WACV 2025
Deploying Multi-task Online Server with Large Language Model COLING 2025
Towards Consistent Multi-Task Learning: Unlocking the Potential of Task-Specific Parameters CVPR 2025
Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization ACL 2025
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment ACL 2025
What Causes Knowledge Loss in Multilingual Language Models? ACL 2025
HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification EMNLP 2025
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025
LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices NAACL 2025
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers JMLR 2025
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping EMNLP 2025
ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training EMNLP 2025
CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting AAAI 2025
XLM-Muriel at SemEval-2025 Task 11: Hard Parameter Sharing for Multi-lingual Multi-label Emotion Detection SEMEVAL 2025
RingFormer: Rethinking Recurrent Transformer with Adaptive Level Signals EMNLP 2025
Sparsifying Mamba EMNLP 2025
VA-MoE: Variables-Adaptive Mixture of Experts for Incremental Weather Forecasting ICCV 2025
Task-wrapped Continual Learning in Task-Oriented Dialogue Systems NAACL 2025
CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025
XLM-Muriel at SemEval-2025 Task 11: Hard Parameter Sharing for Multi-lingual Multi-label Emotion Detection ACL 2025