Cover Image

Decoupling Perception from Reasoning for Hallucination-Resistant Video Understanding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pu, Bowei, Liu, Chuanbin, Ge, Yifan, Zhou, Peicheng, Sun, Yiwei, Lu, Zhiying, Hu, Zhangchi, Xie, Hongtao
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition I.4
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hallucination Mitigation Prompts Long-term Video Understanding
by: Sun, Yiwei, et al.
Published: (2024)

Decoupled Sensitivity-Consistency Learning for Weakly Supervised Video Anomaly Detection
by: Zheng, Hantao, et al.
Published: (2026)

RegionRAG: Region-level Retrieval-Augmented Generation for Visual Document Understanding
by: Li, Yinglu, et al.
Published: (2025)

From Evaluation to Defense: Advancing Safety in Video Large Language Models
by: Sun, Yiwei, et al.
Published: (2025)

Mistake Attribution: Fine-Grained Mistake Understanding in Egocentric Videos
by: Li, Yayuan, et al.
Published: (2025)

Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution
by: Shi, Shijun, et al.
Published: (2025)

NOAH: Benchmarking Narrative Prior driven Hallucination and Omission in Video Large Language Models
by: Lee, Kyuho, et al.
Published: (2025)

DeltaVLM: Interactive Remote Sensing Image Change Analysis via Instruction-guided Difference Perception
by: Deng, Pei, et al.
Published: (2025)

MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics
by: Li, Jing, et al.
Published: (2025)

Video-Based Human Pose Regression via Decoupled Space-Time Aggregation
by: He, Jijie, et al.
Published: (2024)

Understanding Identity Continuity in Thermal Video through Scene-Level Consistency
by: Sun, Wei-Chieh, et al.
Published: (2026)

A Simple Baseline for Streaming Video Understanding
by: Shen, Yujiao, et al.
Published: (2026)

AVadCLIP: Audio-Visual Collaboration for Robust Video Anomaly Detection
by: Wu, Peng, et al.
Published: (2025)

HY-Himmel Technical Report: Hierarchical Interleaved Multi-stream Motion Encoding for Long Video Understanding
by: Jin, Haopeng, et al.
Published: (2026)

Human-Centric Perception for Child Sexual Abuse Imagery
by: Laranjeira, Camila, et al.
Published: (2026)

GraphiContact: Pose-aware Human-Scene Robust Contact Perception for Interactive Systems
by: Lin, Xiaojian, et al.
Published: (2026)

DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion
by: Liu, Jinyuan, et al.
Published: (2025)

Urban-ImageNet: A Large-Scale Multi-Modal Dataset and Evaluation Framework for Urban Space Perception
by: Ou, Yiwei, et al.
Published: (2026)

Neural Fields for 3D Tracking of Anatomy and Surgical Instruments in Monocular Laparoscopic Video Clips
by: Gerats, Beerend G. A., et al.
Published: (2024)

TF-Lane: Traffic Flow Module for Robust Lane Perception
by: Xie, Yihan, et al.
Published: (2026)

Understanding colors of Dufaycolor: Can we recover them using historical colorimetric and spectral data?
by: Hubička, Jan, et al.
Published: (2025)

VideoHEDGE: Entropy-Based Hallucination Detection for Video-VLMs via Semantic Clustering and Spatiotemporal Perturbations
by: Gautam, Sushant, et al.
Published: (2026)

An Immersive Multi-Elevation Multi-Seasonal Dataset for 3D Reconstruction and Visualization
by: Liu, Xijun, et al.
Published: (2024)

Frequency-Decomposed INR for NIR-Assisted Low-Light RGB Image Denoising
by: Shi, Ligen, et al.
Published: (2026)

Synthetic Image Detection with CLIP: Understanding and Assessing Predictive Cues
by: Willi, Marco, et al.
Published: (2026)

Perception-to-Pursuit: Track-Centric Temporal Reasoning for Open-World Drone Detection and Autonomous Chasing
by: Oruganti, Venkatakrishna Reddy
Published: (2026)

Safeguarding Vision-Language Models Against Patched Visual Prompt Injectors
by: Sun, Jiachen, et al.
Published: (2024)

Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model
by: Rao, Chen, et al.
Published: (2024)

RCooper: A Real-world Large-scale Dataset for Roadside Cooperative Perception
by: Hao, Ruiyang, et al.
Published: (2024)

GStex: Per-Primitive Texturing of 2D Gaussian Splatting for Decoupled Appearance and Geometry Modeling
by: Rong, Victor, et al.
Published: (2024)

Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens
by: Shen, Meng, et al.
Published: (2026)

SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding
by: Hu, Yangliu, et al.
Published: (2025)

VidPanos: Generative Panoramic Videos from Casual Panning Videos
by: Ma, Jingwei, et al.
Published: (2024)

Detecting AI-Generated Videos with Spiking Neural Networks
by: Jang, Minsuk, et al.
Published: (2026)

EDSNet: Efficient-DSNet for Video Summarization
by: Prasad, Ashish, et al.
Published: (2024)

Decoupling Vision and Language: Codebook Anchored Visual Adaptation
by: Wu, Jason, et al.
Published: (2026)

Motion-Guided Semantic Alignment with Negative Prompts for Zero-Shot Video Action Recognition
by: Wang, Yiming, et al.
Published: (2026)

Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey
by: Rajapaksha, Uchitha, et al.
Published: (2024)

Semantic Similarity is a Spurious Measure of Comic Understanding: Lessons Learned from Hallucinations in a Benchmarking Experiment
by: Driggers-Ellis, Christopher, et al.
Published: (2026)

Relightable and Dynamic Gaussian Avatar Reconstruction from Monocular Video
by: Choi, Seonghwa, et al.
Published: (2025)