Towards a Unified View of Parameter-Efficient Transfer Learning | Paper Citation Record

Observation 6f8427ff-f2cc-4782-8023-fc44bb06331a · inbound

ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models cites this paper.

ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 41

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A Comprehensive Overview of Large Language Models cites this paper.

A Comprehensive Overview of Large Language Models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 38

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Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey cites this paper.

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 32

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Mixture-of-Depths: Dynamically allocating compute in transformer-based language models cites this paper.

Mixture-of-Depths: Dynamically allocating compute in transformer-based language models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 8

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LLaVA-Video: Video Instruction Tuning With Synthetic Data cites this paper.

LLaVA-Video: Video Instruction Tuning With Synthetic Data Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 77

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Small Language Models (SLMs) Can Still Pack a Punch: A survey (updated 2026) cites this paper.

Small Language Models (SLMs) Can Still Pack a Punch: A survey (updated 2026) Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 49

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MPLinker: Multi-template Prompt-tuning with Adversarial Training for Issue-commit Link Recovery cites this paper.

MPLinker: Multi-template Prompt-tuning with Adversarial Training for Issue-commit Link Recovery Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 40

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Sparse Gradient Compression for Fine-Tuning Large Language Models cites this paper.

Sparse Gradient Compression for Fine-Tuning Large Language Models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 14

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Transfer Learning in Physics-Informed Neural Networks: Full Fine-Tuning, Lightweight Fine-Tuning, and Low-Rank Adaptation cites this paper.

Transfer Learning in Physics-Informed Neural Networks: Full Fine-Tuning, Lightweight Fine-Tuning, and Low-Rank Adaptation Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 29

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SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation cites this paper.

SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 12

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DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations cites this paper.

DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 17

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Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection cites this paper.

Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 10

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Histogram-based Parameter-efficient Tuning for Passive and Active Sonar Classification cites this paper.

Histogram-based Parameter-efficient Tuning for Passive and Active Sonar Classification Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 11

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HOFT: Householder Orthogonal Fine-tuning cites this paper.

HOFT: Householder Orthogonal Fine-tuning Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 17

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Mixture of Low Rank Adaptation with Partial Parameter Sharing for Time Series Forecasting cites this paper.

Mixture of Low Rank Adaptation with Partial Parameter Sharing for Time Series Forecasting Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 17

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Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating cites this paper.

Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 15

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Improved Representation Steering for Language Models cites this paper.

Improved Representation Steering for Language Models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 16

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MAP: Revisiting Weight Decomposition for Low-Rank Adaptation cites this paper.

MAP: Revisiting Weight Decomposition for Low-Rank Adaptation Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 21

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Weight Spectra Induced Efficient Model Adaptation cites this paper.

Weight Spectra Induced Efficient Model Adaptation Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 19

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SenWiCh: Sense-Annotation of Low-Resource Languages for WiC using Hybrid Methods cites this paper.

SenWiCh: Sense-Annotation of Low-Resource Languages for WiC using Hybrid Methods Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 26

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iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection cites this paper.

iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 14

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GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation cites this paper.

GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 15

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A Systematic Review of Poisoning Attacks Against Large Language Models cites this paper.

A Systematic Review of Poisoning Attacks Against Large Language Models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 15

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PrunePEFT: Iterative Hybrid Pruning for Parameter-Efficient Fine-tuning of LLMs cites this paper.

PrunePEFT: Iterative Hybrid Pruning for Parameter-Efficient Fine-tuning of LLMs Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 2023

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Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models cites this paper.

Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 37

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Slimming Down LLMs Without Losing Their Minds cites this paper.

Slimming Down LLMs Without Losing Their Minds Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 8

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PLoP: Precise LoRA Placement for Efficient Finetuning of Large Models cites this paper.

PLoP: Precise LoRA Placement for Efficient Finetuning of Large Models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 14

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Learning Text Styles: A Study on Transfer, Attribution, and Verification cites this paper.

Learning Text Styles: A Study on Transfer, Attribution, and Verification Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 46

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Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting cites this paper.

Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 57

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Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting cites this paper.

Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 57

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AI-driven Remote Facial Skin Hydration and TEWL Assessment from Selfie Images: A Systematic Solution cites this paper.

AI-driven Remote Facial Skin Hydration and TEWL Assessment from Selfie Images: A Systematic Solution Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 28

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MHA-RAG: Improving Efficiency, Accuracy, and Consistency by Encoding Exemplars as Soft Prompts cites this paper.

MHA-RAG: Improving Efficiency, Accuracy, and Consistency by Encoding Exemplars as Soft Prompts Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 2020

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LoRA-DA: Data-Aware Initialization for Low-Rank Adaptation via Asymptotic Analysis cites this paper.

LoRA-DA: Data-Aware Initialization for Low-Rank Adaptation via Asymptotic Analysis Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 7

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PLATE: Plasticity-Tunable Efficient Adapters for Geometry-Aware Continual Learning cites this paper.

PLATE: Plasticity-Tunable Efficient Adapters for Geometry-Aware Continual Learning Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 12

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CeRA: Breaking the Linear Ceiling of Low-Rank Adaptation with Non-linearity Retained at Inference cites this paper.

CeRA: Breaking the Linear Ceiling of Low-Rank Adaptation with Non-linearity Retained at Inference Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 14

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CeRA: Breaking the Linear Ceiling of Low-Rank Adaptation with Non-linearity Retained at Inference cites this paper.

CeRA: Breaking the Linear Ceiling of Low-Rank Adaptation with Non-linearity Retained at Inference Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 14

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CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging cites this paper.

CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 10

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Visual prompting reimagined: The power of the Activation Prompts cites this paper.

Visual prompting reimagined: The power of the Activation Prompts Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 12

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The nextAI Solution to the NeurIPS 2023 LLM Efficiency Challenge cites this paper.

The nextAI Solution to the NeurIPS 2023 LLM Efficiency Challenge Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 13

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SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling cites this paper.

SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 13

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SEATrack: Simple, Efficient, and Adaptive Multimodal Tracker cites this paper.

SEATrack: Simple, Efficient, and Adaptive Multimodal Tracker Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 8

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Observation 7f2fb68b-53d9-4132-9286-ba923f78aca2 · inbound

TLoRA: Task-aware Low Rank Adaptation of Large Language Models cites this paper.

TLoRA: Task-aware Low Rank Adaptation of Large Language Models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:48:48.121897Z

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FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion cites this paper.

FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:56:05.923596Z

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Observation ba68fb69-b8d6-471d-826f-38132c0f5876 · inbound

Deep Reprogramming Distillation for Medical Foundation Models cites this paper.

Deep Reprogramming Distillation for Medical Foundation Models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 28

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Observation 510df68e-ea48-4959-a1e4-b1d351957253 · inbound

Plug-and-play Class-aware Knowledge Injection for Prompt Learning with Visual-Language Model cites this paper.

Plug-and-play Class-aware Knowledge Injection for Prompt Learning with Visual-Language Model Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 4

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Observation bbac2f63-5df0-47e1-b7d0-3790344012db · inbound

Pretraining Induces a Reusable Spectral Basis for Downstream Task Adaptation cites this paper.

Pretraining Induces a Reusable Spectral Basis for Downstream Task Adaptation Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:40:51.629904Z

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Observation 65c235a2-fcb9-493b-ad22-26d664d6d103 · inbound

PEML: Parameter-efficient Multi-Task Learning with Optimized Continuous Prompts cites this paper.

PEML: Parameter-efficient Multi-Task Learning with Optimized Continuous Prompts Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:29:48.337773Z

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Observation e49452e1-76f1-467a-92d8-5a6006b5f592 · inbound

Neutral-Reference Prompting for Vision-Language Models cites this paper.

Neutral-Reference Prompting for Vision-Language Models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:18:54.595709Z

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Observation d8ca35aa-4cdd-420b-b0d4-ff21b47e2dd9 · inbound

Polaris: Scaling Up Instruction-Guided Image Generation Towards Millions of Personalized Style Needs cites this paper.

Polaris: Scaling Up Instruction-Guided Image Generation Towards Millions of Personalized Style Needs Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:46:18.656575Z

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Observation 35ec3b66-80e8-458b-a8ca-a31a65184b7d · inbound

From Efficiency to Leakage -- Privacy Backdoor in Federated Language Model Fine-Tuning cites this paper.

From Efficiency to Leakage -- Privacy Backdoor in Federated Language Model Fine-Tuning Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-04T04:39:35.021742Z

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Observation 97cca450-4ca1-483d-908b-b99dc683e31d · inbound

Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement cites this paper.

Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:59:57.199634Z

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Observation 053c90e6-7558-470d-a565-ba5bd1e9130c · inbound

Geometry-Preserving Orthonormal Initialization for Low-Rank Adaptation in RLVR cites this paper.

Geometry-Preserving Orthonormal Initialization for Low-Rank Adaptation in RLVR Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-01T06:45:29.176949Z

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Observation 2e99583f-6963-4a48-aea9-da720f810be0 · inbound

RSRA: Training-Free Probing of Representation Sensitivity for Efficient LoRA Rank Allocation cites this paper.

RSRA: Training-Free Probing of Representation Sensitivity for Efficient LoRA Rank Allocation Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 4

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Observation 4c1c03d2-17b8-4ab4-a286-7a418dd79f5f · inbound

Capacity and Redundancy Trade-offs in Multi-Task Learning cites this paper.

Capacity and Redundancy Trade-offs in Multi-Task Learning Towards a Unified View of Parameter-Efficient Transfer Learning

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Observation 0eade630-ba7c-4f54-8f24-4c44c6db2a7d · inbound

Test-Time Scaling via Error Localization cites this paper.

Test-Time Scaling via Error Localization Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 165

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