Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
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2508.20751
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Published
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89
Bugai's Collection
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TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
Paper • 2508.17445 • Published • 80 -
VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space
Paper • 2508.19247 • Published • 43 -
VibeVoice Technical Report
Paper • 2508.19205 • Published • 141 -
USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning
Paper • 2508.18966 • Published • 56 -
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Paper • 2509.02547 • Published • 228 -
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
Paper • 2509.02479 • Published • 83 -
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model
Paper • 2509.00676 • Published • 84 -
VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use
Paper • 2509.01055 • Published • 76 -
Gated Associative Memory: A Parallel O(N) Architecture for Efficient Sequence Modeling
Paper • 2509.00605 • Published • 42 -
Open Data Synthesis For Deep Research
Paper • 2509.00375 • Published • 70 -
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks
Paper • 2509.01396 • Published • 57 -
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model
Paper • 2510.12276 • Published • 146 -
Agent Lightning: Train ANY AI Agents with Reinforcement Learning
Paper • 2508.03680 • Published • 122 -
Brain-IT: Image Reconstruction from fMRI via Brain-Interaction Transformer
Paper • 2510.25976 • Published • 14 -
Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization
Paper • 2510.25616 • Published • 96 -
VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation
Paper • 2511.02778 • Published • 101 -
When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought
Paper • 2511.02779 • Published • 58 -
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm
Paper • 2511.04570 • Published • 211 -
V-Thinker: Interactive Thinking with Images
Paper • 2511.04460 • Published • 97 -
Scaling Agent Learning via Experience Synthesis
Paper • 2511.03773 • Published • 81 -
The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms
Paper • 2511.04217 • Published • 16 -
HaluMem: Evaluating Hallucinations in Memory Systems of Agents
Paper • 2511.03506 • Published • 93 -
IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction
Paper • 2511.07327 • Published • 76 -
SofT-GRPO: Surpassing Discrete-Token LLM Reinforcement Learning via Gumbel-Reparameterized Soft-Thinking Policy Optimization
Paper • 2511.06411 • Published • 17