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Spatial Reasoning

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Showing 26–50 of 453 papers

TitleStatusHype
Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement LearningCode2
SpaceR: Reinforcing MLLMs in Video Spatial ReasoningCode2
Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies AheadCode2
From Flatland to Space: Teaching Vision-Language Models to Perceive and Reason in 3DCode2
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive TasksCode2
IRef-VLA: A Benchmark for Interactive Referential Grounding with Imperfect Language in 3D ScenesCode2
Free-form language-based robotic reasoning and graspingCode2
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus AreasCode2
Introducing Visual Perception Token into Multimodal Large Language ModelCode2
AlphaMaze: Enhancing Large Language Models' Spatial Intelligence via GRPOCode2
Imagine while Reasoning in Space: Multimodal Visualization-of-ThoughtCode2
Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial ReasoningCode2
TACO: Learning Multi-modal Action Models with Synthetic Chains-of-Thought-and-ActionCode2
Probing the limitations of multimodal language models for chemistry and materials researchCode2
DriveMLLM: A Benchmark for Spatial Understanding with Multimodal Large Language Models in Autonomous DrivingCode2
End-to-End Navigation with Vision Language Models: Transforming Spatial Reasoning into Question-AnsweringCode2
Locality Alignment Improves Vision-Language ModelsCode2
Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object SegmentationCode2
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language ModelsCode2
Flow of Reasoning:Training LLMs for Divergent Problem Solving with Minimal ExamplesCode2
Getting it Right: Improving Spatial Consistency in Text-to-Image ModelsCode2
Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imageryCode2
On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous DrivingCode2
BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual QuestionsCode2
Chat-3D: Data-efficiently Tuning Large Language Model for Universal Dialogue of 3D ScenesCode2
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