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Reasoning

2595 directly classified papers

Papers per year

Papers

Do Generative Video Models Understand Physical Principles? WACV 2026

Can Activation Steering Generalize Across Languages? A Study on Syllogistic Reasoning in Language Models EACL 2026

FAST-EQA: Efficient Embodied Question Answering with Global and Local Region Relevancy WACV 2026

Optimizing against Infeasible Inclusions from Data for Semantic Segmentation through Morphology WACV 2026

From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors via LLM-guided Symbolic Reasoning ICCV 2025

Unraveling Misinformation Propagation in LLM Reasoning EMNLP 2025

How Much Do Large Language Models Know about Human Motion? A Case Study in 3D Avatar Control EMNLP 2025

Interleaved-Modal Chain-of-Thought CVPR 2025

Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism EMNLP 2025

Open-World Amodal Appearance Completion CVPR 2025

Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection CVPR 2025

3D-Mem: 3D Scene Memory for Embodied Exploration and Reasoning CVPR 2025

RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning EMNLP 2025

Reasoning in Visual Navigation of End-to-end Trained Agents: A Dynamical Systems Approach CVPR 2025

AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents EMNLP 2025

Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty EMNLP 2025

FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement CVPR 2025

ReAL-AD: Towards Human-Like Reasoning in End-to-End Autonomous Driving ICCV 2025

Can Large Vision-Language Models Correct Semantic Grounding Errors By Themselves? CVPR 2025

Instruction-based Image Editing with Planning, Reasoning, and Generation ICCV 2025

NAVER: A Neuro-Symbolic Compositional Automaton for Visual Grounding with Explicit Logic Reasoning ICCV 2025

CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models CVPR 2025

Hierarchical Event Memory for Accurate and Low-latency Online Video Temporal Grounding ICCV 2025

Physics Context Builders: A Modular Framework for Physical Reasoning in Vision-Language Models ICCV 2025

End-to-End Entity-Predicate Association Reasoning for Dynamic Scene Graph Generation ICCV 2025