← Techniques
Deep Learning › Techniques ›

Fine-Tuning

262 directly classified papers

Papers per year

Papers

Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models WACV 2026
From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ACL 2025
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation CVPR 2025
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025
Exploring the Better Multimodal Synergy Strategy for Vision-Language Models AAAI 2025
DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data AAAI 2025
How to Train Long-Context Language Models (Effectively) ACL 2025
When to Speak, When to Abstain: Contrastive Decoding with Abstention ACL 2025
Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning AAAI 2025
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach ACL 2025
Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation AAAI 2025
GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation NAACL 2025
Tongue-Tied: Breaking LLMs Safety Through New Language Learning NAACL 2025
Fine-Tuning Language Models with Collaborative and Semantic Experts AAAI 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education ACL 2025
Target Scanpath-Guided 360-Degree Image Enhancement AAAI 2025
Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ACL 2025
AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think WACV 2025
Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025
DweshVaani: An LLM for Detecting Religious Hate Speech in Code-Mixed Hindi-English COLING 2025
Superfluous Instruction: Vulnerabilities Stemming from Task-Specific Superficial Expressions in Instruction Templates ACL 2025
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025