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visual perception

82 papers

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multimodal learning (4622) vision-language model (2235) multimodal large language model (865) benchmark evaluation (1539) depth estimation (1540) visual reasoning (479) diffusion model (3720) computer vision (735) image segmentation (962) large multimodal model (176)

Papers

Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding CVPR 2025
Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking ACL 2025
Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs CVPR 2024
Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models NIPS 2024
VCoder: Versatile Vision Encoders for Multimodal Large Language Models CVPR 2024
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models CVPR 2024
OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following ACL 2024
MVP-Bench: Can Large Vision-Language Models Conduct Multi-level Visual Perception Like Humans? EMNLP 2024
ImageNet-D: Benchmarking Neural Network Robustness on Diffusion Synthetic Object CVPR 2024
Visual Perception by Large Language Model’s Weights NIPS 2024
Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NIPS 2024
VMamba: Visual State Space Model NIPS 2024
Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective ACL 2024
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception ACL 2024
PerceptionGPT: Effectively Fusing Visual Perception into LLM CVPR 2024
Exploring CLIP for Assessing the Look and Feel of Images AAAI 2023
Learning to See Physical Properties with Active Sensing Motor Policies CORL 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception ICCV 2023
Egocentric Planning for Scalable Embodied Task Achievement NIPS 2023
Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? EMNLP 2023
How hard are computer vision datasets? Calibrating dataset difficulty to viewing time NIPS 2023
Just Noticeable Visual Redundancy Forecasting: A Deep Multimodal-Driven Approach AAAI 2023
Did you see that? Exploring the role of vision in the development of consonant feature contrasts in children with cochlear implants INTERSPEECH 2023
Revisiting Weakly Supervised Pre-Training of Visual Perception Models CVPR 2022
Robustness Certification of Visual Perception Models via Camera Motion Smoothing CORL 2022