Cover Image

A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jung, Yeonsung, Song, Jaeyun, Yang, June Yong, Kim, Jin-Hwa, Kim, Sung-Yub, Yang, Eunho
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency
by: Jung, Yeonsung, et al.
Published: (2024)

LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding
by: Jang, Doohyuk, et al.
Published: (2024)

Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing
by: Kim, Yoonjeon, et al.
Published: (2024)

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing
by: Kim, Joowon, et al.
Published: (2025)

TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias
by: Jo, Sanghyun, et al.
Published: (2024)

Elucidating Subspace Perturbation in Zeroth-Order Optimization: Theory and Practice at Scale
by: Park, Sihwan, et al.
Published: (2025)

CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation
by: Shim, Hajin, et al.
Published: (2024)

Unleashing the Potential of Text-attributed Graphs: Automatic Relation Decomposition via Large Language Models
by: Seo, Hyunjin, et al.
Published: (2024)

AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler
by: Kim, Changhun, et al.
Published: (2024)

Playing the Fool: Jailbreaking LLMs and Multimodal LLMs with Out-of-Distribution Strategy
by: Jeong, Joonhyun, et al.
Published: (2025)

Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images
by: Kim, JungEun, et al.
Published: (2024)

Controllable Long-term Motion Generation with Extended Joint Targets
by: Lee, Eunjong, et al.
Published: (2025)

SEAL-pose: Enhancing 3D Human Pose Estimation via a Learned Loss for Structural Consistency
by: Kim, Yeonsung, et al.
Published: (2026)

Learning with Noisy Labels: Interconnection of Two Expectation-Maximizations
by: Kim, Heewon, et al.
Published: (2024)

Polyhedral Complex Derivation from Piecewise Trilinear Networks
by: Kim, Jin-Hwa
Published: (2024)

On Revisiting Entropy for Identifying Mislabeled Images
by: Li, Chunlei, et al.
Published: (2026)

Object-aware Sound Source Localization via Audio-Visual Scene Understanding
by: Um, Sung Jin, et al.
Published: (2025)

Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance
by: Ahn, Donghoon, et al.
Published: (2024)

Surface-Based Visibility-Guided Uncertainty for Continuous Active 3D Neural Reconstruction
by: Kim, Hyunseo, et al.
Published: (2024)

CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models
by: Kim, Joowon, et al.
Published: (2026)

The Devil is in the Details: Simple Remedies for Image-to-LiDAR Representation Learning
by: Jo, Wonjun, et al.
Published: (2025)

THE-Pose: Topological Prior with Hybrid Graph Fusion for Estimating Category-Level 6D Object Pose
by: Lee, Eunho, et al.
Published: (2025)

Unveiling the Response of Large Vision-Language Models to Visually Absent Tokens
by: Kim, Sohee, et al.
Published: (2025)

Towards Reliable Test-Time Adaptation: Style Invariance as a Correctness Likelihood
by: Nam, Gilhyun, et al.
Published: (2025)

Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain
by: Yoon, Hangyul, et al.
Published: (2024)

Progress by Pieces: Test-Time Scaling for Autoregressive Image Generation
by: Park, Joonhyung, et al.
Published: (2025)

End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding
by: Kim, Kwanyoung, et al.
Published: (2023)

LFQ: Logit-aware Final-block Quantization for Boosting the Generation Quality of Low-Bit Quantized LLMs
by: Lee, Jung Hyun, et al.
Published: (2026)

Reliable Mislabel Detection for Video Capsule Endoscopy Data
by: Werner, Julia, et al.
Published: (2026)

Identity-preserving Distillation Sampling by Fixed-Point Iterator
by: Kim, SeonHwa, et al.
Published: (2025)

HeRCULES: Heterogeneous Radar Dataset in Complex Urban Environment for Multi-session Radar SLAM
by: Kim, Hanjun, et al.
Published: (2025)

Informative Object-centric Next Best View for Object-aware 3D Gaussian Splatting in Cluttered Scenes
by: Jeong, Seunghoon, et al.
Published: (2026)

LANTERN++: Enhancing Relaxed Speculative Decoding with Static Tree Drafting for Visual Auto-regressive Models
by: Park, Sihwan, et al.
Published: (2025)

Geometry-Aware Score Distillation via 3D Consistent Noising and Gradient Consistency Modeling
by: Kwak, Min-Seop, et al.
Published: (2024)

Integrating Multimodal Large Language Model Knowledge into Amodal Completion
by: Yun, Heecheol, et al.
Published: (2026)

Pygmalion Effect in Vision: Image-to-Clay Translation for Reflective Geometry Reconstruction
by: Lee, Gayoung, et al.
Published: (2025)

Aligned Novel View Image and Geometry Synthesis via Cross-modal Attention Instillation
by: Kwak, Min-Seop, et al.
Published: (2025)

Background-aware Moment Detection for Video Moment Retrieval
by: Jung, Minjoon, et al.
Published: (2023)

Bias-Aware Mislabeling Detection via Decoupled Confident Learning
by: Li, Yunyi, et al.
Published: (2025)

Co-Evolving Agents: Learning from Failures as Hard Negatives
by: Jung, Yeonsung, et al.
Published: (2025)