Multi-Turn Reflective Masking Elicits Reasoning in Mask Diffusion Models Paper • 2606.16700 • Published 11 days ago • 13
Guava: An Effective and Universal Harness for Embodied Manipulation Paper • 2606.18363 • Published 10 days ago • 28
Skip a Layer or Loop It? Learning Program-of-Layers in LLMs Paper • 2606.06574 • Published 22 days ago • 24
What does RL improve for Visual Reasoning? A Frankenstein-Style Analysis Paper • 2602.12395 • Published Feb 12 • 17
Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs Paper • 2507.07996 • Published Jul 10, 2025 • 35
BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing Paper • 2506.17450 • Published Jun 20, 2025 • 64
Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs Paper • 2506.21656 • Published Jun 26, 2025 • 16
LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs Paper • 2506.21862 • Published Jun 27, 2025 • 36
Where to find Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test Paper • 2506.21551 • Published Jun 26, 2025 • 28
FaSTA^*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing Paper • 2506.20911 • Published Jun 26, 2025 • 41
Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency Paper • 2506.08343 • Published Jun 10, 2025 • 54
BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset Paper • 2505.09568 • Published May 14, 2025 • 100
WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents Paper • 2504.15785 • Published Apr 22, 2025 • 22
ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness Paper • 2504.10514 • Published Apr 10, 2025 • 48
Towards Visual Text Grounding of Multimodal Large Language Model Paper • 2504.04974 • Published Apr 7, 2025 • 18
C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing Paper • 2504.07964 • Published Apr 10, 2025 • 62
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill? Paper • 2504.06514 • Published Apr 9, 2025 • 39
RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints Paper • 2503.16408 • Published Mar 20, 2025 • 42