Cover Image

Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rong, Yao, Scheerer, David, Kasneci, Enkelejda
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DART: An Automated End-to-End Object Detection Pipeline with Data Diversification, Open-Vocabulary Bounding Box Annotation, Pseudo-Label Review, and Model Training
by: Xin, Chen, et al.
Published: (2024)

I-CEE: Tailoring Explanations of Image Classification Models to User Expertise
by: Rong, Yao, et al.
Published: (2023)

Automated Visual Attention Detection using Mobile Eye Tracking in Behavioral Classroom Studies
by: Bozkir, Efe, et al.
Published: (2025)

Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM)
by: Maquiling, Virmarie, et al.
Published: (2023)

SPD-Faith Bench: Diagnosing and Improving Faithfulness in Chain-of-Thought for Multimodal Large Language Models
by: Lv, Weijiang, et al.
Published: (2026)

Precise localization of corneal reflections in eye images using deep learning trained on synthetic data
by: Byrne, Sean Anthony, et al.
Published: (2023)

LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye Images
by: Byrne, Sean Anthony, et al.
Published: (2023)

VinaBench: Benchmark for Faithful and Consistent Visual Narratives
by: Gao, Silin, et al.
Published: (2025)

VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
by: Schumann, Raphael, et al.
Published: (2023)

Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images
by: Maquiling, Virmarie, et al.
Published: (2024)

MVMR: A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors
by: Yang, Nakyeong, et al.
Published: (2023)

When RAG Hurts: Diagnosing and Mitigating Attention Distraction in Retrieval-Augmented LVLMs
by: Zhao, Beidi, et al.
Published: (2026)

Discriminative Probing and Tuning for Text-to-Image Generation
by: Qu, Leigang, et al.
Published: (2024)

Iris Style Transfer: Enhancing Iris Recognition with Style Features and Privacy Preservation through Neural Style Transfer
by: Wang, Mengdi, et al.
Published: (2025)

Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures
by: Yerukola, Akhila, et al.
Published: (2025)

Explainable embeddings with Distance Explainer
by: Meijer, Christiaan, et al.
Published: (2025)

Prism: Spectral-Aware Block-Sparse Attention
by: Wang, Xinghao, et al.
Published: (2026)

DMAGaze: Gaze Estimation Based on Feature Disentanglement and Multi-Scale Attention
by: Chen, Haohan, et al.
Published: (2025)

HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments
by: Zhou, Qinhong, et al.
Published: (2024)

Panoptic Vision-Language Feature Fields
by: Chen, Haoran, et al.
Published: (2023)

Sparser Block-Sparse Attention via Token Permutation
by: Wang, Xinghao, et al.
Published: (2025)

Semantic Matters: Multimodal Features for Affective Analysis
by: Hallmen, Tobias, et al.
Published: (2025)

An Examination of the Compositionality of Large Generative Vision-Language Models
by: Ma, Teli, et al.
Published: (2023)

MAMI: Multi-Attentional Mutual-Information for Long Sequence Neuron Captioning
by: Fauzulhaq, Alfirsa Damasyifa, et al.
Published: (2024)

FlashBlock: Attention Caching for Efficient Long-Context Block Diffusion
by: Chen, Zhuokun, et al.
Published: (2026)

GazeVLM: Active Vision via Internal Attention Control for Multimodal Reasoning
by: Ebouky, Brown, et al.
Published: (2026)

Night Eyes: A Reproducible Framework for Constellation-Based Corneal Reflection Matching
by: Maquiling, Virmarie, et al.
Published: (2026)

Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention
by: An, Wenbin, et al.
Published: (2024)

Attention-based transformer models for image captioning across languages: An in-depth survey and evaluation
by: Albadarneh, Israa A., et al.
Published: (2025)

Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios
by: Wang, Kai, et al.
Published: (2024)

$Δ$-AttnMask: Attention-Guided Masked Hidden States for Efficient Data Selection and Augmentation
by: Hu, Jucheng, et al.
Published: (2025)

APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention
by: Huang, Yuxiang, et al.
Published: (2026)

Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features
by: Mitra, Chancharik, et al.
Published: (2024)

LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction
by: Zou, Bo, et al.
Published: (2024)

Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models
by: Chen, Xinlong, et al.
Published: (2025)

CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention
by: Ye, Zekai, et al.
Published: (2025)

Vision Token Reduction via Attention-Driven Self-Compression for Efficient Multimodal Large Language Models
by: Deniz, Omer Faruk, et al.
Published: (2026)

FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding
by: Cao, Zhuo, et al.
Published: (2024)

Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents
by: Kirchhof, Michael, et al.
Published: (2025)

GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual Agents
by: Wang, Yunzhe, et al.
Published: (2026)