conftrace_

visual reasoning

556 papers

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Also known as

VR

Co-occurring keywords · papers mentioning both

multimodal learning (171) vision-language model (101) multimodal large language model (85) visual question answering (71) large language model (54) benchmark evaluation (44) multimodal reasoning (32) question answering (30) video understanding (28) reinforcement learning (27)

Papers

KiVA: Kid-inspired Visual Analogies for Testing Large Multimodal Models ICLR 2025 KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts EMNLP 2025 Language-Guided Salient Object Ranking CVPR 2025 LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 2025 Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity EMNLP 2025 LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025 LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction AAAI 2025 Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models EMNLP 2025 Looking Beyond the Pixels: Evaluating Visual Metaphor Understanding in VLMs EMNLP 2025 Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025 MemeQA: Holistic Evaluation for Meme Understanding ACL 2025 METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling ACL 2025 Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models ACL 2025 MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output CVPR 2025 Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning ICLR 2025 M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025 MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique EMNLP 2025 MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct ACL 2025 MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ACL 2025 MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems ACL 2025 Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025 Multi-Modal Grounded Planning and Efficient Replanning for Learning Embodied Agents with a Few Examples AAAI 2025 MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts CVPR 2025 Omni-Chart-600K: A Comprehensive Dataset of Chart Types for Chart Understanding NAACL 2025 Perception Tokens Enhance Visual Reasoning in Multimodal Language Models CVPR 2025