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Prompt Learning

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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/munish30monga/COSMo

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COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation

https://github.com/muzairkhattak/multimodal-prompt-learning

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MaPLe: Multi-modal Prompt Learning

https://github.com/muzairkhattak/promptsrc

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Self-regulating Prompts: Foundational Model Adaptation without Forgetting

https://github.com/ncbi-nlp/bioredirect

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Enhancing Biomedical Relation Extraction with Directionality

https://github.com/nhussein/promptsmooth

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PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning

https://github.com/nishiwen1214/rtd-electra

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ELECTRA is a Zero-Shot Learner, Too

https://github.com/ntaylorox/public_clinical_prompt

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Clinical Prompt Learning with Frozen Language Models

https://github.com/nvlabs/semples

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Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation

https://github.com/openmatch/gist-coco

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Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression

https://github.com/openmotionlab/motiongpt

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MotionGPT: Human Motion as a Foreign Language

https://github.com/ouc-vas/forensicsadapter

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Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection

https://github.com/panzijie825/s2ip-llm

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$\textbf{S}^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting

https://github.com/paperspapers/badprompt

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BadPrompt: Backdoor Attacks on Continuous Prompts

https://github.com/pengyaoyi/zerorumor_aaai

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Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning

https://github.com/picsart-ai-research/ipl-zero-shot-generative-model-adaptation

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Zero-shot Generative Model Adaptation via Image-specific Prompt Learning

https://github.com/promorec/promo

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Prompt Tuning for Item Cold-start Recommendation

https://github.com/qinyongchun/pearl

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PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning

https://github.com/qizhou000/RECIPE

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Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning

https://github.com/qunovo/NLPrompt

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NLPrompt: Noise-Label Prompt Learning for Vision-Language Models

https://github.com/raian08/lw2g

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LW2G: Learning Whether to Grow for Prompt-based Continual Learning

https://github.com/raojiyong/ppap

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Probabilistic Prompt Distribution Learning for Animal Pose Estimation

https://github.com/rayruibochen/promuse

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Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement Prediction

https://github.com/razvanalex-phd/cwi_llm

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Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups

https://github.com/rb080/wss_pole

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Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation

https://github.com/renytek13/soft-prompt-generation-with-cgan

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Soft Prompt Generation for Domain Generalization

https://github.com/research4pan/plum

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Plum: Prompt Learning using Metaheuristic

https://github.com/resistzzz/prompt4nr

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Prompt Learning for News Recommendation

https://github.com/rickltt/event_detection

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Sentence-level Event Detection without Triggers via Prompt Learning and Machine Reading Comprehension

https://github.com/rongxinl/cyclicprompt

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Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal

https://github.com/rucaibox/unicrs

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Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning

https://github.com/ruxie189/wss_pole

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Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation

https://github.com/ryanwangzf/promptehr

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PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning

https://github.com/saic-fi/bayesian-prompt-learning

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Bayesian Prompt Learning for Image-Language Model Generalization

https://github.com/saic-fi/lfa

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Black Box Few-Shot Adaptation for Vision-Language models

https://github.com/scviab/dpod

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Can Out-of-Domain data help to Learn Domain-Specific Prompts for Multimodal Misinformation Detection?

https://github.com/shakeebmurtaza/tedloc

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TeD-Loc: Text Distillation for Weakly Supervised Object Localization

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