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Papers
A Brain-Inspired Saliency Prediction Framework for Human-AI Cognitive Consistency in AIGC Content via Multi-Region Liquid Neurons
AAAI 2026
Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training
AAAI 2026
Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding
CVPR 2026
Look-Back: Implicit Visual Re-focusing in MLLM Reasoning
AAAI 2026
Mind the Gap: Quantifying and Aligning Human-AI Visual Attention for Accident Anticipation
AAAI 2026
ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver
AAAI 2026
Region-Aware Instance Consistency Learning for Micro-Expression Recognition
CVPR 2026
Same Attention, Different Truths: Put Logit-Lens over Visual Attention to Detect and Mitigate LVLM Object Hallucination
CVPR 2026
SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision
AAAI 2026
Tell Model Where to Look: Mitigating Hallucinations in MLLMs by Vision-Guided Attention
CVPR 2026
Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs
ICCV 2025
ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring
ICCV 2025
Decoding Alzheimer’s: Interpretable Visual and Logical Attention in Picture Description Tasks
Interspeech 2025
Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models
EMNLP 2025
Mesh Mamba: A Unified State Space Model for Saliency Prediction in Non-Textured and Textured Meshes
CVPR 2025
Modeling Human Gaze Behavior with Diffusion Models for Unified Scanpath Prediction
ICCV 2025
See What You Are Told: Visual Attention Sink in Large Multimodal Models
ICLR 2025
SUM: Saliency Unification through Mamba for Visual Attention Modeling
WACV 2025
Target Scanpath-Guided 360-Degree Image Enhancement
AAAI 2025
Textured Mesh Saliency: Bridging Geometry and Texture for Human Perception in 3D Graphics
AAAI 2025
TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes
WACV 2025
Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly
CVPR 2025
VADE: Visual Attention Guided Hallucination Detection and Elimination
ACL 2025
Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models
ICML 2025
Advancing Saliency Ranking with Human Fixations: Dataset Models and Benchmarks
CVPR 2024