visual reasoning - Robuta Search

https://huggingface.co/papers/2603.19039 Paper page - TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation Join the discussion on this paper page visual reasoning for earth paper terrascope pixel https://openreview.net/forum?id=lHmhW2zmVN Attention over Learned Object Embeddings Enables Complex Visual Reasoning | OpenReview A general framework of attention over learned object embeddings outperforms task-specific models on complex visual reasoning tasks thought to be too... visual reasoning attention learned object embeddings https://www.easychair.org/publications/paper/83zQ Visual Reasoning on Complex Events in Soccer Videos Using Answer Set Programming visual reasoning complex events https://deepai.org/publication/chartnet-visual-reasoning-over-statistical-charts-using-mac-networks ChartNet: Visual Reasoning over Statistical Charts using MAC-Networks | DeepAI Nov 21, 2019 - 11/21/19 - Despite the improvements in perception accuracies brought about via deep learning, developing systems combining accurate visual pe... visual reasoning statistical charts using mac https://aclanthology.org/2025.findings-acl.2/ Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task - ACL Anthology Yanbei Jiang, Yihao Ding, Chao Lei, Jiayang Ao, Jey Han Lau, Krista A. Ehinger. Findings of the Association for Computational Linguistics: ACL 2025. 2025. visual reasoning https://aclanthology.org/2025.acl-long.1063/ Knowledge Image Matters: Improving Knowledge-Based Visual Reasoning with Multi-Image Large Language... Guanghui Ye, Huan Zhao, Zhixue Zhao, Xupeng Zha, Yang Liu, Zhihua Jiang. Proceedings of the 63rd Annual Meeting of the Association for Computational... visual reasoning knowledge image matters improving https://openreview.net/forum?id=iLMgk2IGNyv GAMR: A Guided Attention Model for (visual) Reasoning | OpenReview A framework for a memory and attention based architecture demonstrating the capability of sample efficient learning and generalization capability on complex... visual reasoning gamr guided attention model https://arxiv.org/html/2505.13444v3 ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models visual reasoning large vision testing capabilities language https://huggingface.co/papers/2504.13055 Paper page - NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation Join the discussion on this paper page visual reasoning paper reinforcing data augmentation https://www.nextbigfuture.com/2025/11/207535.html Google Nano Banana Pro Visual Reasoning Model | NextBigFuture.com Nov 30, 2025 - Nano Banana Pro (Gemini 3 Pro Image), is Google's state-of-the art image generation and editing model, available starting today in Vertex AI and Google google nano banana visual reasoning pro model https://aclanthology.org/2023.acl-long.512/ lilGym: Natural Language Visual Reasoning with Reinforcement Learning - ACL Anthology Anne Wu, Kiante Brantley, Noriyuki Kojima, Yoav Artzi. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long... natural language visual reasoning reinforcement learning acl anthology https://openreview.net/forum?id=19fydz1QnW BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning | OpenReview Charts are essential to data analysis, transforming raw data into clear visual representations that support human decision-making. Although current... bigcharts r1 enhanced reasoning visual https://wandb.ai/byyoung3/ml-news/reports/Qwen2-5-VL-32B-A-Leaner-Smarter-Multimodal-Model-for-Visual-Reasoning---VmlldzoxMTk2Nzk0NA Qwen2.5-VL-32B: A Leaner, Smarter Multimodal Model for Visual Reasoning qwen2 5 https://huggingface.co/papers/2506.11684 Paper page - MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space Join the discussion on this paper page https://openreview.net/forum?id=rCzfIruU5x5 Object-centric Compositional Imagination for Visual Abstract Reasoning | OpenReview We derive a compositional imagination framework that increases systematic generalization in a toy object-centric visual abstract reasoning task. visual abstract object centric compositional imagination https://openreview.net/forum?id=wZ4yPytmeK Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language... Although most current large multimodal models (LMMs) can already understand photos of natural scenes and portraits, their understanding of abstract images,... abstract image https://arxiv.org/abs/2204.12037v8 [2204.12037v8] Causal Reasoning Meets Visual Representation Learning: A Prospective Study Abstract page for arXiv paper 2204.12037v8: Causal Reasoning Meets Visual Representation Learning: A Prospective Study causal reasoning visual representation 2204 meets https://deepai.org/publication/audio-visual-scene-aware-dialog-and-reasoning-using-audio-visual-transformers-with-joint-student-teacher-learning Audio-Visual Scene-Aware Dialog and Reasoning using Audio-Visual Transformers with Joint... Oct 13, 2021 - 10/13/21 - In previous work, we have proposed the Audio-Visual Scene-Aware Dialog (AVSD) task, collected an AVSD dataset, developed AVSD tech... audio visual scene aware dialog https://arxiv.org/abs/2510.18424 [2510.18424] Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents Abstract page for arXiv paper 2510.18424: Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents https://aclanthology.org/2024.findings-emnlp.889/ Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks - ACL... Sungkyung Kim, Adam Lee, Junyoung Park, Andrew Chung, Jusang Oh, Jay-Yoon Lee. Findings of the Association for Computational Linguistics: EMNLP 2024. 2024. https://openreview.net/forum?id=afoV8W3-IYp&referrer=%5BAuthor%20Console%5D(%2Fgroup%3Fid%3D%0A%20%20%20%20%20%20%20%20%20%20%20%20%20%20ICLR.cc%2F2022%2FConference%2FAuthors%23your-submissions) RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning | OpenReview Reasoning about visual relationships is central to how humans interpret the visual world. This task remains challenging for current deep learning algorithms... vision transformer concept guided visual relational https://openreview.net/forum?id=KUNzEQMWU7 MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts | OpenReview Large Language Models (LLMs) and Large Multimodal Models (LMMs) exhibit impressive problem-solving skills in many tasks and domains, but their ability in... mathematical reasoning foundation models mathvista evaluating https://www.dummies.com/article/body-mind-spirit/physical-health-well-being/aging/reasoning-logic-keys-visual-spatial-skills-224771/ Reasoning and Logic: Keys to Visual-Spatial Skills | dummies visual spatial reasoning logic keys skills https://openreview.net/forum?id=bW1uwPV3im LoRA: A Logical Reasoning Augmented Dataset for Visual Question Answering | OpenReview The capacity to reason logically is a hallmark of human cognition. Humans excel at integrating multimodal information for locigal reasoning, as exemplified by... visual question answering logical reasoning lora augmented https://www.digitimes.com/news/a20260505VL216.html?chid=10 DeepSeek pulls multimodal paper after brief release, reveals new visual reasoning approach DeepSeek briefly released, then removed, a multimodal research paper that offers rare insight into its evolving AI strategy, drawing attention across the... https://www.miragenews.com/advanced-ai-tackles-visual-puzzles-abstract-1333890/ Advanced AI Tackles Visual Puzzles, Abstract Reasoning | Mirage News Artificial Intelligence has learned to master language, generate art, and even beat grandmasters at chess. But can it crack the code of abstract advanced ai visual puzzles abstract reasoning tackles mirage