- VACoT: Rethinking Visual Data Augmentation with VLMs
2025/12/02 by Zhengzhuo Xu, Chong Sun, Xu, Zhengzhuo +9 · 1 citation
Computer Science · #Adversarial system #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Perception #Reinforcement learning #Robustness (evolution) #Scheme (mathematics) #Training set #Visual perception #Visual reasoning #Visualization
- What Makes Reasoning Invalid: Echo Reflection Mitigation for Large Language Models
2025/11/09 by Chen He, He, Chen, Jiang, Xun +12 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cognition #Cognitive load #Domain (mathematical analysis) #Entropy (arrow of time) #FOS: Computer and information sciences #Key (lock) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reflection (computer programming) #Reinforcement learning #Topic Modeling #Visual reasoning
- Do AI Models Perform Human-like Abstract Reasoning Across Modalities?
2025/10/02 by Claas Beger, Ryan Yi, Beger, Claas +14 · 3 voices · 3 citations
Computer Science · #Abstraction #Automated reasoning #Benchmark (surveying) #Explainable Artificial Intelligence (XAI) #Modalities #Model-based reasoning #Python (programming language) #Visual reasoning #cs.AI #cs.CL
- MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos
2025/06/04 by Kejian Zhu, Zhuoran Jin, Zhu, Kejian +15 · 6 citations
Computer Science · #Annotation #Benchmark (surveying) #Explainable Artificial Intelligence (XAI) #Focus (optics) #Multimodal Machine Learning Applications #Multimodality #Perception #Topic Modeling #Visual reasoning
- Visual Language Models show widespread visual deficits on neuropsychological tests
2025/04/15 by Gene Tangtartharakul, Tangtartharakul, Gene, Katherine R. Storrs +1 · 1 voice · 1 citation
Computer Science · Neuroscience · #Cognitive neuroscience of visual object recognition #Face Recognition and Perception #Multimodal Machine Learning Applications #Neurobiology of Language and Bilingualism #Neuropsychology #Normative #Object (grammar) #Visual language #Visual perception #Visual reasoning #Visual search