Cover Image

TLDR: Text Based Last-layer Retraining for Debiasing Image Classifiers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Park, Juhyeon, Jeong, Seokhyeon, Moon, Taesup
Format:	Preprint
Published:	2023
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DEAL: Decoupled Classifier with Adaptive Linear Modulation for Group Robust Early Diagnosis of MCI to AD Conversion
by: Lee, Donggyu, et al.
Published: (2024)

An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval
by: Byun, Jaeseok, et al.
Published: (2024)

Can Natural Image Autoencoders Compactly Tokenize fMRI Volumes for Long-Range Dynamics Modeling?
by: Kim, Peter Yongho, et al.
Published: (2026)

SEED: Towards More Accurate Semantic Evaluation for Visual Brain Decoding
by: Park, Juhyeon, et al.
Published: (2025)

Preserve and Personalize: Personalized Text-to-Image Diffusion Models without Distributional Drift
by: Kim, Gihoon, et al.
Published: (2025)

SP-Guard: Selective Prompt-adaptive Guidance for Safe Text-to-Image Generation
by: Yu, Sumin, et al.
Published: (2025)

ViscNet: Vision-Based In-line Viscometry for Fluid Mixing Process
by: Sohn, Jongwon, et al.
Published: (2025)

Semantic Anchoring for Robust Personalization in Text-to-Image Diffusion Models
by: Yang, Seoyun, et al.
Published: (2025)

Debiasing Text-to-Image Diffusion Models
by: He, Ruifei, et al.
Published: (2024)

Multi-Group Proportional Representation for Text-to-Image Models
by: Jung, Sangwon, et al.
Published: (2025)

vid-TLDR: Training Free Token merging for Light-weight Video Transformer
by: Choi, Joonmyung, et al.
Published: (2024)

MAFA: Managing False Negatives for Vision-Language Pre-training
by: Byun, Jaeseok, et al.
Published: (2023)

Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation
by: Kwak, Jihwan, et al.
Published: (2024)

AutoDebias: Automated Framework for Debiasing Text-to-Image Models
by: Cai, Hongyi, et al.
Published: (2025)

Debiasing Classifiers by Amplifying Bias with Latent Diffusion and Large Language Models
by: Ko, Donggeun, et al.
Published: (2024)

FedFeat+: A Robust Federated Learning Framework Through Federated Aggregation and Differentially Private Feature-Based Classifier Retraining
by: Gain, Mrityunjoy, et al.
Published: (2025)

Theoretical Guarantees of Data Augmented Last Layer Retraining Methods
by: Welfert, Monica, et al.
Published: (2024)

Assessing Graphical Perception of Image Embedding Models using Channel Effectiveness
by: Lee, Soohyun, et al.
Published: (2024)

TLDR: Token-Level Detective Reward Model for Large Vision Language Models
by: Fu, Deqing, et al.
Published: (2024)

Classifying Novel 3D-Printed Objects without Retraining: Towards Post-Production Automation in Additive Manufacturing
by: Mathioulakis, Fanis, et al.
Published: (2026)

Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention
by: Park, Jeonghoon, et al.
Published: (2025)

DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-Tuning
by: Kim, Dohoon, et al.
Published: (2025)

Sparse Imagination for Efficient Visual World Model Planning
by: Chun, Junha, et al.
Published: (2025)

DECOR:Decomposition and Projection of Text Embeddings for Text-to-Image Customization
by: Jang, Geonhui, et al.
Published: (2024)

Boosting MLLM Reasoning with Text-Debiased Hint-GRPO
by: Huang, Qihan, et al.
Published: (2025)

Leveraging Computational Pathology AI for Noninvasive Optical Imaging Analysis Without Retraining
by: Barash, Danny, et al.
Published: (2024)

ZeBROD: Zero-Retraining Based Recognition and Object Detection Framework
by: Hidayatullah, Priyanto, et al.
Published: (2025)

Stylized Text-to-Motion Generation via Hypernetwork-Driven Low-Rank Adaptation
by: Jeon, Junhyuk, et al.
Published: (2026)

NSFW-Classifier Guided Prompt Sanitization for Safe Text-to-Image Generation
by: Xie, Yu, et al.
Published: (2025)

iKUN: Speak to Trackers without Retraining
by: Du, Yunhao, et al.
Published: (2023)

Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment
by: Park, Yong-Hyun, et al.
Published: (2024)

Instructing Text-to-Image Diffusion Models via Classifier-Guided Semantic Optimization
by: Chang, Yuanyuan, et al.
Published: (2025)

Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning
by: Moon, Saemi, et al.
Published: (2024)

Patch-Level Kernel Alignment for Dense Self-Supervised Learning
by: Yeo, Juan, et al.
Published: (2025)

Object-Centric World Model for Language-Guided Manipulation
by: Jeong, Youngjoon, et al.
Published: (2025)

TextBoost: Boosting Text Encoder for Personalized Text-to-Image Generation
by: Park, NaHyeon, et al.
Published: (2024)

Overcoming Data Inequality across Domains with Semi-Supervised Domain Generalization
by: Park, Jinha, et al.
Published: (2024)

ACTRESS: Active Retraining for Semi-supervised Visual Grounding
by: Kang, Weitai, et al.
Published: (2024)

Towards Classifying Histopathological Microscope Images as Time Series Data
by: Hong, Sungrae, et al.
Published: (2025)

Missing Modality Prediction for Unpaired Multimodal Learning via Joint Embedding of Unimodal Models
by: Kim, Donggeun, et al.
Published: (2024)