Cover Image

POVQA: Preference-Optimized Video Question Answering with Rationales for Data Efficiency

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dahal, Ashim, Ghimire, Ankit, Murad, Saydul Akbar, Rahimi, Nick
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Redemption Score: A Multi-Modal Evaluation Framework for Image Captioning via Distributional, Perceptual, and Linguistic Signal Triangulation
by: Dahal, Ashim, et al.
Published: (2025)

Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular Classification
by: Dahal, Ashim, et al.
Published: (2025)

Embedding Shift Dissection on CLIP: Effects of Augmentations on VLM's Representation Learning
by: Dahal, Ashim, et al.
Published: (2025)

Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery
by: Dahal, Ashim, et al.
Published: (2024)

VideoForest: Person-Anchored Hierarchical Reasoning for Cross-Video Question Answering
by: Meng, Yiran, et al.
Published: (2025)

PolySmart @ TRECVid 2024 Medical Video Question Answering
by: Wu, Jiaxin, et al.
Published: (2024)

Scene-Text Grounding for Text-Based Video Question Answering
by: Zhou, Sheng, et al.
Published: (2024)

Question-Answering Dense Video Events
by: Qin, Hangyu, et al.
Published: (2024)

Multi-Lingual Cyber Threat Detection in Tweets/X Using ML, DL, and LLM: A Comparative Analysis
by: Murad, Saydul Akbar, et al.
Published: (2025)

EEG-to-Text Translation: A Model for Deciphering Human Brain Activity
by: Murad, Saydul Akbar, et al.
Published: (2025)

DMC$^3$: Dual-Modal Counterfactual Contrastive Construction for Egocentric Video Question Answering
by: Zou, Jiayi, et al.
Published: (2025)

EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering
by: Zhou, Sheng, et al.
Published: (2025)

Towards Flexible Evaluation for Generative Visual Question Answering
by: Ji, Huishan, et al.
Published: (2024)

Adaptive Anchor Policies for Efficient 4D Gaussian Streaming
by: Dahal, Ashim, et al.
Published: (2026)

VidCtx: Context-aware Video Question Answering with Image Models
by: Goulas, Andreas, et al.
Published: (2024)

CinePile: A Long Video Question Answering Dataset and Benchmark
by: Rawal, Ruchit, et al.
Published: (2024)

Copy-Move Forgery Detection and Question Answering for Remote Sensing Image
by: Zhang, Ze, et al.
Published: (2024)

Patch-level Sounding Object Tracking for Audio-Visual Question Answering
by: Li, Zhangbin, et al.
Published: (2024)

MEGC2026: Micro-Expression Grand Challenge on Visual Question Answering
by: Fan, Xinqi, et al.
Published: (2026)

Can I Trust Your Answer? Visually Grounded Video Question Answering
by: Xiao, Junbin, et al.
Published: (2023)

MEGC2025: Micro-Expression Grand Challenge on Spot Then Recognize and Visual Question Answering
by: Fan, Xinqi, et al.
Published: (2025)

Towards Signboard-Oriented Visual Question Answering: ViSignVQA Dataset, Method and Benchmark
by: Nguyen, Hieu Minh, et al.
Published: (2025)

Enhancing Generalization in Medical Visual Question Answering Tasks via Gradient-Guided Model Perturbation
by: Liu, Gang, et al.
Published: (2024)

MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering
by: Xiao, Junbin, et al.
Published: (2026)

Self-Adaptive Sampling for Efficient Video Question-Answering on Image--Text Models
by: Han, Wei, et al.
Published: (2023)

Gamma2Patterns: Deep Cognitive Attention Region Identification and Gamma-Alpha Pattern Analysis
by: Jahan, Sobhana, et al.
Published: (2026)

Mitigating Easy Option Bias in Multiple-Choice Question Answering
by: Zhang, Hao, et al.
Published: (2025)

Knowledge Acquisition Disentanglement for Knowledge-based Visual Question Answering with Large Language Models
by: An, Wenbin, et al.
Published: (2024)

MpoxSLDNet: A Novel CNN Model for Detecting Monkeypox Lesions and Performance Comparison with Pre-trained Models
by: Dihan, Fatema Jannat, et al.
Published: (2024)

Learning Trimodal Relation for Audio-Visual Question Answering with Missing Modality
by: Park, Kyu Ri, et al.
Published: (2024)

AdaCoder: Adaptive Prompt Compression for Programmatic Visual Question Answering
by: Ukai, Mahiro, et al.
Published: (2024)

Enabling Collaborative Parametric Knowledge Calibration for Retrieval-Augmented Vision Question Answering
by: Deng, Jiaqi, et al.
Published: (2025)

Boosting Audio Visual Question Answering via Key Semantic-Aware Cues
by: Li, Guangyao, et al.
Published: (2024)

RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language
by: Biswas, Subrata, et al.
Published: (2025)

Prompt-A-Video: Prompt Your Video Diffusion Model via Preference-Aligned LLM
by: Ji, Yatai, et al.
Published: (2024)

MultiSoundGen: Video-to-Audio Generation for Multi-Event Scenarios via SlowFast Contrastive Audio-Visual Pretraining and Direct Preference Optimization
by: Yang, Jianxuan, et al.
Published: (2025)

Navigating the Mirage: A Dual-Path Agentic Framework for Robust Misleading Chart Question Answering
by: Zhang, Yanjie, et al.
Published: (2026)

Augment Before Copy-Paste: Data and Memory Efficiency-Oriented Instance Segmentation Framework for Sport-scenes
by: Hsu, Chih-Chung, et al.
Published: (2024)

Compression of 3D Gaussian Splatting with Optimized Feature Planes and Standard Video Codecs
by: Lee, Soonbin, et al.
Published: (2025)

A Comprehensive Survey of Knowledge-Based Vision Question Answering Systems: The Lifecycle of Knowledge in Visual Reasoning Task
by: Deng, Jiaqi, et al.
Published: (2025)