Nguyen Van Thanh

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upvoted 5 papers 31 minutes ago

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published 8 days ago • 169

VS-Bench: Evaluating VLMs for Strategic Reasoning and Decision-Making in Multi-Agent Environments

Paper • 2506.02387 • Published 4 days ago • 56

UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

Paper • 2506.03147 • Published 4 days ago • 56

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Paper • 2506.02096 • Published 5 days ago • 50

FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation

Paper • 2505.24714 • Published 8 days ago • 35

upvoted a paper 32 minutes ago

CSVQA: A Chinese Multimodal Benchmark for Evaluating STEM Reasoning Capabilities of VLMs

Paper • 2505.24120 • Published 8 days ago • 48

upvoted 14 papers 39 minutes ago

OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models

Paper • 2506.03135 • Published 4 days ago • 34

OThink-R1: Intrinsic Fast/Slow Thinking Mode Switching for Over-Reasoning Mitigation

Paper • 2506.02397 • Published 4 days ago • 34

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

Paper • 2506.03143 • Published 4 days ago • 38

DINGO: Constrained Inference for Diffusion LLMs

Paper • 2505.23061 • Published 9 days ago • 27

MotionSight: Boosting Fine-Grained Motion Understanding in Multimodal LLMs

Paper • 2506.01674 • Published 5 days ago • 25

Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics

Paper • 2506.00070 • Published 9 days ago • 26

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published 8 days ago • 114

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published 8 days ago • 89

Time Blindness: Why Video-Language Models Can't See What Humans Can?

Paper • 2505.24867 • Published 8 days ago • 73

HardTests: Synthesizing High-Quality Test Cases for LLM Coding

Paper • 2505.24098 • Published 8 days ago • 42

Large Language Models for Data Synthesis

Paper • 2505.14752 • Published 18 days ago • 48

Don't Look Only Once: Towards Multimodal Interactive Reasoning with Selective Visual Revisitation

Paper • 2505.18842 • Published 14 days ago • 36

ViStoryBench: Comprehensive Benchmark Suite for Story Visualization

Paper • 2505.24862 • Published 8 days ago • 31

DINO-R1: Incentivizing Reasoning Capability in Vision Foundation Models

Paper • 2505.24025 • Published 8 days ago • 24