kai860115 / ADL2021-Spring
Applied Deep Learning (2021 Spring) at National Taiwan University (NTU) CSIE
☆10Updated 3 years ago
Related projects: ⓘ
- This repo contain ML & DL XAI methods.☆18Updated 2 years ago
- [AAAI 2024] Official Implementation of Language-Guided Transformer for Federated Multi-Label Classification☆13Updated 9 months ago
- A Python Package for Deep Imbalanced Learning☆49Updated last year
- [ECCV 2024] Official implementation of the paper "Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Era…☆17Updated last month
- [ICML 2024] Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts (Official Pytorch Implementati…☆21Updated 2 months ago
- ☆38Updated last year
- Data Optimization in Deep Learning: A Survey☆14Updated 10 months ago
- PyTorch implementation of Teacher-Student Network(Knowledge Distillation).☆21Updated 3 years ago
- Using Explanations as a Tool for Advanced LLMs☆40Updated last week
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆19Updated last month
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆40Updated 2 weeks ago
- An automated feature engineering framework 'FETCH' accepted in ICLR 2023.☆11Updated last year
- A curated list of explainability-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to…☆9Updated 5 months ago
- Mosaic IT: Enhancing Instruction Tuning with Data Mosaics☆13Updated 2 months ago
- ☆30Updated last year
- Residual Prompt Tuning: a method for faster and better prompt tuning.☆51Updated last year
- ☆14Updated 3 weeks ago
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆38Updated 2 months ago
- The official implementation of the paper **Learning Concise and Descriptive Attributes for Visual Recognition**☆38Updated 9 months ago
- 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆52Updated 3 weeks ago
- The source code of the EMNLP 2023 main conference paper: Sparse Low-rank Adaptation of Pre-trained Language Models.☆62Updated 6 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆34Updated 4 months ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.☆107Updated last week
- Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)☆24Updated last year
- Code for paper: “What Data Benefits My Classifier?” Enhancing Model Performance and Interpretability through Influence-Based Data Selecti…☆23Updated 4 months ago
- Code for paper: Are Large Language Models Post Hoc Explainers?☆21Updated last month
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆40Updated 2 months ago
- ☆37Updated 10 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆16Updated 2 months ago
- ☆17Updated 2 months ago