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Collections including paper arxiv:2003.14089

Papers - KL Regularization - ADP - Con/Divergence Error Rate

Leverage the Average: an Analysis of KL Regularization in RL

Paper • 2003.14089 • Published Mar 31, 2020 • 2

Papers - Reward Models - KL Regularization - RL

Leverage the Average: an Analysis of KL Regularization in RL

Paper • 2003.14089 • Published Mar 31, 2020 • 2
Learn Your Reference Model for Real Good Alignment

Paper • 2404.09656 • Published Apr 15 • 82

Papers - Reward Model

Fine-Tuning Language Models from Human Preferences

Paper • 1909.08593 • Published Sep 18, 2019 • 3
Transforming and Combining Rewards for Aligning Large Language Models

Paper • 2402.00742 • Published Feb 1 • 11
Leverage the Average: an Analysis of KL Regularization in RL

Paper • 2003.14089 • Published Mar 31, 2020 • 2
Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward

Paper • 2404.01258 • Published Apr 1 • 10

Papers - Fine-tuning - DPO - Reward Model Training

Fine-Tuning Language Models from Human Preferences

Paper • 1909.08593 • Published Sep 18, 2019 • 3
Leverage the Average: an Analysis of KL Regularization in RL

Paper • 2003.14089 • Published Mar 31, 2020 • 2
Learn Your Reference Model for Real Good Alignment

Paper • 2404.09656 • Published Apr 15 • 82

Papers - Google

Lumiere: A Space-Time Diffusion Model for Video Generation

Paper • 2401.12945 • Published Jan 23 • 86
Long-form factuality in large language models

Paper • 2403.18802 • Published Mar 27 • 24
ObjectDrop: Bootstrapping Counterfactuals for Photorealistic Object Removal and Insertion

Paper • 2403.18818 • Published Mar 27 • 25
TC4D: Trajectory-Conditioned Text-to-4D Generation

Paper • 2403.17920 • Published Mar 26 • 16

Papers - Fine-tuning - DPO

Refer to additional papers: https://link.springer.com/article/10.1007/s10994-014-5458-8 and https://link.springer.com/article/10.1007/BF00992696

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 48
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization

Paper • 2402.09320 • Published Feb 14 • 6
sDPO: Don't Use Your Data All at Once

Paper • 2403.19270 • Published Mar 28 • 39
Dueling RL: Reinforcement Learning with Trajectory Preferences

Paper • 2111.04850 • Published Nov 8, 2021 • 2

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