awesome-neural-reprogramming-prompting

Neural repurposing methods

A curated list of methods and techniques for reprogramming neural networks to improve performance, efficiency, and adaptability.

A curated list of awesome adversarial reprogramming and input prompting methods for neural networks since 2022

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Language: Python
last commit: about 1 year ago
Linked from 1 awesome list


awesome-neural-reprogramming-acoustic-prompting / Neural Adapters in Decoder, Encoder, and Inputs
Differentially Private Adapters for Parameter Efficient Acoustic Modeling
code
Parameter-Efficient Learning for Text-to-Speech Accent Adaptation
code
A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model
code 32 over 1 year ago

awesome-neural-reprogramming-acoustic-prompting / Neural Reprogramming or Adversarial Reprogramming or Offsite-Tuning
Reprogramming Self-supervised Learning-based Speech Representations for Speaker Anonymization
Offsite-Tuning: Transfer Learning without Full Model
code 367 about 1 year ago
Music Instrument Classification Reprogrammed
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition
Reprogrammable-FL: Improving Utility-Privacy Tradeoff in Federated Learning via Model Reprogramming
code 5 almost 2 years ago
Fairness Reprogramming
code 15 over 1 year ago
Low-Resource Music Genre Classification with Advanced Neural Model Reprogramming
code 15 about 1 year ago
Reprogramming Large Pretrained Language Models for Antibody Sequence Infilling
Adversarial Reprogramming Revisited
Reprogramming Large Pretrained Language Models for Antibody Sequence Infilling
Rep-Net: Efficient On-Device Learning via Feature Reprogramming
code 11 3 months ago
Improved Input Reprogramming for GAN Conditioning
Cross-modal Adversarial Reprogramming
code 11 over 3 years ago
A Study of Low-Resource Speech Commands Recognition based on Adversarial Reprogramming
code 18 over 1 year ago
WARP: Word-level Adversarial ReProgramming
code 83 over 3 years ago
Voice2series: Reprogramming acoustic models for time series classification
code 70 7 months ago
Transfer learning without knowing: Reprogramming black-box machine learning models with scarce data and limited resources
code 37 about 4 years ago
Reprogramming GANs via Input Noise Design
Adversarial Reprogramming of Text Classification Neural Networks
code 6 over 5 years ago
Adversarial reprogramming of neural networks
code 33 over 6 years ago

awesome-neural-reprogramming-acoustic-prompting / Input-Level Neural Model Prompting for Vision and Speech
SPEECHPROMPT V2: PROMPT TUNING FOR SPEECH CLASSIFICATION TASKS
code 97 over 1 year ago
Understanding and Improving Visual Prompting: A Label-Mapping Perspective
AudioLM: a Language Modeling Approach to Audio Generation
WAVPROMPT: Towards Few-Shot Spoken Language Understanding with Frozen Language Models
An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks
code 97 over 1 year ago
Visual Prompting: Modifying Pixel Space to Adapt Pre-trained Models

awesome-neural-reprogramming-acoustic-prompting / Theory
Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution

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