Towards Higher Effective Rank in Parameter-efficient Fine-tuning using Khatri--Rao Product
Fuente:
arXiv
Saved in:
| Main Authors: | Albert, Paul, Zhang, Frederic Z., Saratchandran, Hemanth, Hengel, Anton van den, Abbasnejad, Ehsan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RandLoRA: Full-rank parameter-efficient fine-tuning of large models
by: Albert, Paul, et al.
Published: (2025)
by: Albert, Paul, et al.
Published: (2025)
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
by: Zhang, Frederic Z., et al.
Published: (2024)
by: Zhang, Frederic Z., et al.
Published: (2024)
Procedural Pretraining: Warming Up Language Models with Abstract Data
by: Jiang, Liangze, et al.
Published: (2026)
by: Jiang, Liangze, et al.
Published: (2026)
Can You Learn to See Without Images? Procedural Warm-Up for Vision Transformers
by: Shinnick, Zachary, et al.
Published: (2025)
by: Shinnick, Zachary, et al.
Published: (2025)
Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning
by: McDonnell, Mark D., et al.
Published: (2024)
by: McDonnell, Mark D., et al.
Published: (2024)
RanPAC: Random Projections and Pre-trained Models for Continual Learning
by: McDonnell, Mark D., et al.
Published: (2023)
by: McDonnell, Mark D., et al.
Published: (2023)
Learning to Reason and Navigate: Parameter Efficient Action Planning with Large Language Models
by: Mohammadi, Bahram, et al.
Published: (2025)
by: Mohammadi, Bahram, et al.
Published: (2025)
InvariantStock: Learning Invariant Features for Mastering the Shifting Market
by: Cao, Haiyao, et al.
Published: (2024)
by: Cao, Haiyao, et al.
Published: (2024)
Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
by: Rodriguez-Opazo, Cristian, et al.
Published: (2024)
by: Rodriguez-Opazo, Cristian, et al.
Published: (2024)
Enhancing Transformers Through Conditioned Embedded Tokens
by: Saratchandran, Hemanth, et al.
Published: (2025)
by: Saratchandran, Hemanth, et al.
Published: (2025)
Transformers Pretrained on Procedural Data Contain Modular Structures for Algorithmic Reasoning
by: Shinnick, Zachary, et al.
Published: (2025)
by: Shinnick, Zachary, et al.
Published: (2025)
SineProject: Machine Unlearning for Stable Vision Language Alignment
by: Garg, Arpit, et al.
Published: (2025)
by: Garg, Arpit, et al.
Published: (2025)
From Activation to Initialization: Scaling Insights for Optimizing Neural Fields
by: Saratchandran, Hemanth, et al.
Published: (2024)
by: Saratchandran, Hemanth, et al.
Published: (2024)
Leaner Transformers: More Heads, Less Depth
by: Saratchandran, Hemanth, et al.
Published: (2025)
by: Saratchandran, Hemanth, et al.
Published: (2025)
Mask the Target: A Plug-and-Play Regularizer Against LoRA Forgetting
by: Xu, Runze, et al.
Published: (2026)
by: Xu, Runze, et al.
Published: (2026)
Weight Conditioning for Smooth Optimization of Neural Networks
by: Saratchandran, Hemanth, et al.
Published: (2024)
by: Saratchandran, Hemanth, et al.
Published: (2024)
Frame-wise Conditioning Adaptation for Fine-Tuning Diffusion Models in Text-to-Video Prediction
by: Liu, Zheyuan, et al.
Published: (2025)
by: Liu, Zheyuan, et al.
Published: (2025)
Preconditioners for the Stochastic Training of Neural Fields
by: Chng, Shin-Fang, et al.
Published: (2024)
by: Chng, Shin-Fang, et al.
Published: (2024)
Adaptive Randomized Tensor Train Rounding using Khatri-Rao Products
by: Daas, Hussam Al, et al.
Published: (2025)
by: Daas, Hussam Al, et al.
Published: (2025)
Structured Initialization for Vision Transformers
by: Zheng, Jianqiao, et al.
Published: (2025)
by: Zheng, Jianqiao, et al.
Published: (2025)
Khatri-Rao Clustering for Data Summarization
by: Ciaperoni, Martino, et al.
Published: (2026)
by: Ciaperoni, Martino, et al.
Published: (2026)
Preconditioned Attention: Enhancing Efficiency in Transformers
by: Saratchandran, Hemanth
Published: (2026)
by: Saratchandran, Hemanth
Published: (2026)
ViewFusion: Towards Multi-View Consistency via Interpolated Denoising
by: Yang, Xianghui, et al.
Published: (2024)
by: Yang, Xianghui, et al.
Published: (2024)
Data Denoising and Derivative Estimation for Data-Driven Modeling of Nonlinear Dynamical Systems
by: Yao, Jiaqi, et al.
Published: (2025)
by: Yao, Jiaqi, et al.
Published: (2025)
Always Skip Attention
by: Ji, Yiping, et al.
Published: (2025)
by: Ji, Yiping, et al.
Published: (2025)
Invertible Neural Warp for NeRF
by: Chng, Shin-Fang, et al.
Published: (2024)
by: Chng, Shin-Fang, et al.
Published: (2024)
Efficient Learning With Sine-Activated Low-rank Matrices
by: Ji, Yiping, et al.
Published: (2024)
by: Ji, Yiping, et al.
Published: (2024)
Points-to-3D: Structure-Aware 3D Generation with Point Cloud Priors
by: Xia, Jiatong, et al.
Published: (2026)
by: Xia, Jiatong, et al.
Published: (2026)
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
by: Zhang, Longteng, et al.
Published: (2023)
by: Zhang, Longteng, et al.
Published: (2023)
Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning
by: Sehanobish, Arijit, et al.
Published: (2024)
by: Sehanobish, Arijit, et al.
Published: (2024)
Improving the Inclusivity of Dutch Speech Recognition by Fine-tuning Whisper on the JASMIN-CGN Corpus
by: Shekoufandeh, Golshid, et al.
Published: (2025)
by: Shekoufandeh, Golshid, et al.
Published: (2025)
Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation
by: Peng, Zelin, et al.
Published: (2024)
by: Peng, Zelin, et al.
Published: (2024)
ClickSAM: Fine-tuning Segment Anything Model using click prompts for ultrasound image segmentation
by: Guo, Aimee, et al.
Published: (2024)
by: Guo, Aimee, et al.
Published: (2024)
Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings
by: Yin, Wei, et al.
Published: (2022)
by: Yin, Wei, et al.
Published: (2022)
The Inlet Rank Collapse in Implicit Neural Representations: Diagnosis and Unified Remedy
by: Zheng, Jianqiao, et al.
Published: (2026)
by: Zheng, Jianqiao, et al.
Published: (2026)
External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection
by: Liang, Wen, et al.
Published: (2024)
by: Liang, Wen, et al.
Published: (2024)
Let Your Video Listen to Your Music!
by: Zhang, Xinyu, et al.
Published: (2025)
by: Zhang, Xinyu, et al.
Published: (2025)
From Tables to Signals: Revealing Spectral Adaptivity in TabPFN
by: Zheng, Jianqiao, et al.
Published: (2025)
by: Zheng, Jianqiao, et al.
Published: (2025)
Rethinking Attention: Polynomial Alternatives to Softmax in Transformers
by: Saratchandran, Hemanth, et al.
Published: (2024)
by: Saratchandran, Hemanth, et al.
Published: (2024)
D'OH: Decoder-Only Random Hypernetworks for Implicit Neural Representations
by: Gordon, Cameron, et al.
Published: (2024)
by: Gordon, Cameron, et al.
Published: (2024)
Similar Items
-
RandLoRA: Full-rank parameter-efficient fine-tuning of large models
by: Albert, Paul, et al.
Published: (2025) -
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
by: Zhang, Frederic Z., et al.
Published: (2024) -
Procedural Pretraining: Warming Up Language Models with Abstract Data
by: Jiang, Liangze, et al.
Published: (2026) -
Can You Learn to See Without Images? Procedural Warm-Up for Vision Transformers
by: Shinnick, Zachary, et al.
Published: (2025) -
Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning
by: McDonnell, Mark D., et al.
Published: (2024)