Cover Image

Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Back, Kyungryul, Park, Seongbeom, Kim, Milim, Kwon, Mincheol, Lee, SangHyeok, Lee, Hyunyoung, Cho, Junhee, Park, Seunghyun, Kim, Jinkyu
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Focus, Don't Prune: Identifying Instruction-Relevant Regions for Information-Rich Image Understanding
by: Kwon, Mincheol, et al.
Published: (2026)

SODE: Analyzing Social Dynamics in LLM Agents
by: Jung, Inseo, et al.
Published: (2026)

Just Add $100 More: Augmenting NeRF-based Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem
by: Chang, Mincheol, et al.
Published: (2024)

Finetuning Pre-trained Model with Limited Data for LiDAR-based 3D Object Detection by Bridging Domain Gaps
by: Jang, Jiyun, et al.
Published: (2024)

Stable Marriage with One-Sided Preference
by: Park, Seongbeom
Published: (2024)

Reducing Profile-Based Matching to the Maximum Weight Matching Problem
by: Park, Seongbeom
Published: (2025)

Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
by: Kim, Youna, et al.
Published: (2024)

PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality
by: Yu, Byeongho, et al.
Published: (2025)

Learning Temporal Cues by Predicting Objects Move for Multi-camera 3D Object Detection
by: Moon, Seokha, et al.
Published: (2024)

BIPED: Pedagogically Informed Tutoring System for ESL Education
by: Kwon, Soonwoo, et al.
Published: (2024)

Empowering Personalized Learning through a Conversation-based Tutoring System with Student Modeling
by: Park, Minju, et al.
Published: (2024)

Ditto: Accelerating Diffusion Model via Temporal Value Similarity
by: Kim, Sungbin, et al.
Published: (2025)

ALIGN: Advanced Query Initialization with LiDAR-Image Guidance for Occlusion-Robust 3D Object Detection
by: Baek, Janghyun, et al.
Published: (2025)

Enhancing Time Awareness in Generative Recommendation
by: Lee, Sunkyung, et al.
Published: (2025)

ViTA-PAR: Visual and Textual Attribute Alignment with Attribute Prompting for Pedestrian Attribute Recognition
by: Park, Minjeong, et al.
Published: (2025)

When to Speak, When to Abstain: Contrastive Decoding with Abstention
by: Kim, Hyuhng Joon, et al.
Published: (2024)

Why is Normalization Necessary for Linear Recommenders?
by: Park, Seongmin, et al.
Published: (2025)

FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document
by: Yang, Joonho, et al.
Published: (2024)

$t^3$-Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power Divergence
by: Kim, Juno, et al.
Published: (2023)

Vertical Nb Josephson junctions fabricated by direct metal deposition on both surfaces of freestanding graphene layers
by: Kim, Yoonkang, et al.
Published: (2026)

InstructBooth: Instruction-following Personalized Text-to-Image Generation
by: Chae, Daewon, et al.
Published: (2023)

Open-Attribute Recognition for Person Retrieval: Finding People Through Distinctive and Novel Attributes
by: Park, Minjeong, et al.
Published: (2025)

The Iterative Chainlet Partitioning Algorithm for the Traveling Salesman Problem with Drone and Neural Acceleration
by: Lee, Jae Hyeok, et al.
Published: (2025)

FC-TTS: Style and Timbre Control in Zero-Shot Text-to-Speech with Disentangled Speech Representations
by: Lee, Yoonhyung, et al.
Published: (2026)

GuideDog: A Real-World Egocentric Multimodal Dataset for Blind and Low-Vision Accessibility-Aware Guidance
by: Kim, Junhyeok, et al.
Published: (2025)

RefineVAD: Semantic-Guided Feature Recalibration for Weakly Supervised Video Anomaly Detection
by: Lee, Junhee, et al.
Published: (2025)

Progressive Weight Loading: Accelerating Initial Inference and Gradually Boosting Performance on Resource-Constrained Environments
by: Kim, Hyunwoo, et al.
Published: (2025)

GainAdaptor: Learning Quadrupedal Locomotion with Dual Actors for Adaptable and Energy-Efficient Walking on Various Terrains
by: Kim, Mincheol, et al.
Published: (2024)

Simultaneous Substrate Debonding and Device Annealing of Flexible a‐IGZO Thin‐Film Transistors on Colorless Polyimide via Single‐Shot Xenon Flash Lamp Irradiation
by: Yun Hyeok Jeong, et al.
Published: (2026)

Effects of Multisensory Feedback on the Perception and Performance of Virtual Reality Hand-Retargeted Interaction
by: Jang, Hyunyoung, et al.
Published: (2024)

Hawksbill turtles in Korean waters: Occurrence records, tracking, and conservation considerations
by: Il‐Kook Park, et al.
Published: (2026)

LRSLAM: Low-rank Representation of Signed Distance Fields in Dense Visual SLAM System
by: Park, Hongbeen, et al.
Published: (2025)

Lookahead Unmasking Elicits Accurate Decoding in Diffusion Language Models
by: Lee, Sanghyun, et al.
Published: (2025)

Data-driven development of cycle prediction models for lithium metal batteries using multi modal mining
by: Lee, Jaewoong, et al.
Published: (2024)

Unraveling reaction discrepancy and electrolyte stabilizing effects of auto‐oxygenated porphyrin catalysts in lithium–oxygen and lithium–air cells
by: Boran Kim, et al.
Published: (2024)

Temporal Linear Item-Item Model for Sequential Recommendation
by: Park, Seongmin, et al.
Published: (2024)

MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation
by: Baek, Ilwoong, et al.
Published: (2025)

ALIVE-LIO: Degeneracy-Aware Learning of Inertial Velocity for Enhancing ESKF-Based LiDAR-Inertial Odometry
by: Kim, Seongjun, et al.
Published: (2026)

Efficient and spectrally stable pure blue light‐emitting diodes enabled by phosphonate passivated CsPbBr3 nanoplatelets with conjugated polyelectrolyte‐based energy transfer layer
by: Jinu Park, et al.
Published: (2024)

Relaxed Contrastive Learning for Federated Learning
by: Seo, Seonguk, et al.
Published: (2024)