:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Author:	Nadipalli, Suneel
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	https://arxiv.org/abs/2502.16722
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoder
by: Zhang, Yingji, et al.
Published: (2022)

EBFT: Effective and Block-Wise Fine-Tuning for Sparse LLMs
by: Guo, Song, et al.
Published: (2024)

Sparse Auto-Encoders and Holism about Large Language Models
by: Grindrod, Jumbly
Published: (2026)

Layer-Wise Perturbations via Sparse Autoencoders for Adversarial Text Generation
by: Shu, Huizhen, et al.
Published: (2025)

SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging
by: Djuhera, Aladin, et al.
Published: (2025)

SAEdit: Token-level control for continuous image editing via Sparse AutoEncoder
by: Kamenetsky, Ronen, et al.
Published: (2025)

HalluSAE: Detecting Hallucinations in Large Language Models via Sparse Auto-Encoders
by: Chen, Boshui, et al.
Published: (2026)

Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs
by: Liu, Danni, et al.
Published: (2025)

LLMCache: Layer-Wise Caching Strategies for Accelerated Reuse in Transformer Inference
by: Bansal, Harsh Vardhan
Published: (2025)

Representation Learning of Lab Values via Masked AutoEncoders
by: Restrepo, David, et al.
Published: (2025)

Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators
by: Jorgensen, Steven, et al.
Published: (2025)

AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders
by: Aparin, Georgii, et al.
Published: (2026)

Fine-tuning Transformer-based Encoder for Turkish Language Understanding Tasks
by: Yildirim, Savas
Published: (2024)

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection
by: Zhao, Youshen, et al.
Published: (2024)

How to Alleviate Catastrophic Forgetting in LLMs Finetuning? Hierarchical Layer-Wise and Element-Wise Regularization
by: Song, Shezheng, et al.
Published: (2025)

How to Tune a Multilingual Encoder Model for Germanic Languages: A Study of PEFT, Full Fine-Tuning, and Language Adapters
by: Oji, Romina, et al.
Published: (2025)

Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity
by: Jiang, Jiachen, et al.
Published: (2024)

Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models
by: Liu, Xinxin, et al.
Published: (2024)

Hidden Heroes and Gradient Bloats: Layer-Wise Redundancy Inverts Attribution in Transformers
by: Ye, Donald
Published: (2026)

SAEN-BGS: Energy-Efficient Spiking AutoEncoder Network for Background Subtraction
by: Zhang, Zhixuan, et al.
Published: (2025)

AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning
by: Zhou, Han, et al.
Published: (2023)

Scaling Sparse Fine-Tuning to Large Language Models
by: Ansell, Alan, et al.
Published: (2024)

SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers
by: Chekalina, Viktoriia, et al.
Published: (2024)

AEMLO: AutoEncoder-Guided Multi-Label Oversampling
by: Zhou, Ao, et al.
Published: (2024)

AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers
by: Achtibat, Reduan, et al.
Published: (2024)

WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing
by: Hu, Chenhui, et al.
Published: (2024)

Adaptive Layer Selection for Layer-Wise Token Pruning in LLM Inference
by: Taniguchi, Rei, et al.
Published: (2026)

LPCD: Unified Framework from Layer-Wise to Submodule Quantization
by: Ichikawa, Yuma, et al.
Published: (2025)

Physics Informed Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement
by: Martinel, Niki, et al.
Published: (2025)

Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems
by: Su, Zhenpeng, et al.
Published: (2023)

Crown, Frame, Reverse: Layer-Wise Scaling Variants for LLM Pre-Training
by: Baroian, Andrei, et al.
Published: (2025)

Frozen Transformers in Language Models Are Effective Visual Encoder Layers
by: Pang, Ziqi, et al.
Published: (2023)

ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
by: Sung, Yi-Lin, et al.
Published: (2023)

Penrose Tiled Low-Rank Compression and Section-Wise Q&A Fine-Tuning: A General Framework for Domain-Specific Large Language Model Adaptation
by: Kuo, Chuan-Wei, et al.
Published: (2025)

SelfSwapper: Self-Supervised Face Swapping via Shape Agnostic Masked AutoEncoder
by: Lee, Jaeseong, et al.
Published: (2024)

Hierarchical Alignment: Surgical Fine-Tuning via Functional Layer Specialization in Large Language Models
by: Zhang, Yukun, et al.
Published: (2025)

GradPruner: Gradient-Guided Layer Pruning Enabling Efficient Fine-Tuning and Inference for LLMs
by: Huang, Wei, et al.
Published: (2026)

NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields
by: Irshad, Muhammad Zubair, et al.
Published: (2024)

Parameter-Efficient Fine-Tuning with Discrete Fourier Transform
by: Gao, Ziqi, et al.
Published: (2024)

Evaluate Summarization in Fine-Granularity: Auto Evaluation with LLM
by: Yuan, Dong, et al.
Published: (2024)