Paper Trail

Tag: modality/image

64 items with this tag.

Mar 25, 2026
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment
Mar 25, 2026
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models
Mar 25, 2026
Diffusion Model Alignment Using Direct Preference Optimization
Mar 25, 2026
Correlation-Weighted Multi-Reward Optimization for Compositional Generation
Mar 25, 2026
Dynamic Chunking Diffusion Transformer
Mar 25, 2026
Efficient, Property-Aligned Fan-Out Retrieval via RL-Compiled Diffusion
Mar 19, 2026
Unified Personalized Reward Model for Vision Generation
Mar 18, 2026
T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-image Generation
Mar 18, 2026
GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment
Mar 18, 2026
GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generation
Mar 18, 2026
Training Diffusion Models with Reinforcement Learning
Mar 18, 2026
Directly Fine-Tuning Diffusion Models on Differentiable Rewards
Mar 18, 2026
Directly Fine-Tuning Diffusion Models on Differentiable Rewards
Mar 18, 2026
Aligning Text-to-Image Diffusion Models with Reward Backpropagation
Mar 18, 2026
Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model
Mar 18, 2026
Diffusion Model Alignment Using Direct Preference Optimization
Mar 18, 2026
Rich Human Feedback for Text-to-Image Generation
Mar 18, 2026
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation
Mar 18, 2026
Alignment of Diffusion Models: Fundamentals, Challenges, and Future
Mar 18, 2026
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps
Mar 18, 2026
A Simple and Effective Reinforcement Learning Method for Text-to-Image Diffusion Fine-tuning
Mar 18, 2026
Seedream 3.0 Technical Report
Mar 18, 2026
DanceGRPO: Unleashing GRPO on Visual Generation
Mar 18, 2026
Flow-GRPO: Training Flow Matching Models via Online RL
Mar 18, 2026
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
Mar 18, 2026
BranchGRPO: Stable and Efficient GRPO with Structured Branching in Diffusion Models
Mar 18, 2026
CLIPScore: A Reference-free Evaluation Metric for Image Captioning
Mar 18, 2026
Human Preference Score: Better Aligning Text-to-Image Models with Human Preference
Mar 18, 2026
TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering
Mar 18, 2026
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation
Mar 18, 2026
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
Mar 18, 2026
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
Mar 18, 2026
Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis
Mar 18, 2026
Aligning Large Multimodal Models with Factually Augmented RLHF
Mar 18, 2026
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
Mar 18, 2026
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
Mar 18, 2026
Rich Human Feedback for Text-to-Image Generation
Mar 18, 2026
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
Mar 18, 2026
RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
Mar 18, 2026
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
Mar 18, 2026
LLaVA-Critic: Learning to Evaluate Multimodal Models
Mar 18, 2026
VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models
Mar 18, 2026
VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
Mar 18, 2026
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model
Mar 18, 2026
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
Mar 18, 2026
Unified Reward Model for Multimodal Understanding and Generation
Mar 18, 2026
VisualPRM: An Effective Process Reward Model for Multimodal Reasoning
Mar 18, 2026
MR. Judge: Multimodal Reasoner as a Judge
Mar 18, 2026
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning
Mar 18, 2026
Skywork-VL Reward: An Effective Reward Model for Multimodal Understanding and Reasoning
Mar 18, 2026
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning
Mar 18, 2026
Enhancing Reward Models for High-quality Image Generation: Beyond Text-Image Alignment
Mar 18, 2026
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation
Mar 18, 2026
HPSv3: Towards Wide-Spectrum Human Preference Score
Mar 18, 2026
Self-Rewarding Vision-Language Model via Reasoning Decomposition
Mar 18, 2026
EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling
Mar 18, 2026
RewardDance: Reward Scaling in Visual Generation
Mar 18, 2026
Training Vision-Language Process Reward Models for Test-Time Scaling in Multimodal Reasoning: Key Insights and Lessons Learned
Mar 18, 2026
Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences
Mar 18, 2026
Personalized Reward Modeling for Text-to-Image Generation
Mar 18, 2026
ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning
Mar 18, 2026
Multimodal RewardBench 2: Evaluating Omni Reward Models for Interleaved Text and Image
Mar 18, 2026
Trust Your Critic: Robust Reward Modeling and Reinforcement Learning for Faithful Image Editing and Generation
Mar 18, 2026
Multi-Task Reinforcement Learning for Enhanced Multimodal LLM-as-a-Judge

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