conftrace_

visual comprehension

14 papers

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Co-occurring keywords

multimodal large language model (966) vision-language model (2348) multimodal learning (4645) benchmark evaluation (1556) spatial reasoning (223) visual understanding (83) hallucination mitigation (320) visual reasoning (493) video understanding (1658) visual question answering (1017)

Papers

SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving EACL 2026
ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs AAAI 2026
Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025
Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization ICCV 2025
Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension ICCV 2025
CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models CVPR 2025
LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region Assistance ICCV 2025
Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs ICCV 2025
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing NIPS 2024
CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models ACL 2024
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension CVPR 2024
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction NIPS 2023
Semantic Guided Latent Parts Embedding for Few-Shot Learning WACV 2023
Improving the Visual Comprehension of Point Sets CVPR 2013