Cover Image

LG-CAV: Train Any Concept Activation Vector with Language Guidance

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Huang, Qihan, Song, Jie, Xue, Mengqi, Zhang, Haofei, Hu, Bingde, Wang, Huiqiong, Jiang, Hao, Wang, Xingen, Song, Mingli
Format:	Preprint
Published:	2024
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

Dataset Ownership Verification in Contrastive Pre-trained Models
by: Xie, Yuechen, et al.
Published: (2025)

On the Concept Trustworthiness in Concept Bottleneck Models
by: Huang, Qihan, et al.
Published: (2024)

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
by: Xue, Mengqi, et al.
Published: (2022)

Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training?
by: Xie, Yuechen, et al.
Published: (2025)

Training-Free Pretrained Model Merging
by: Xu, Zhengqi, et al.
Published: (2024)

Syn-GRPO: Self-Evolving Data Synthesis for MLLM Perception Reasoning
by: Huang, Qihan, et al.
Published: (2025)

On the Evaluation Consistency of Attribution-based Explanations
by: Duan, Jiarui, et al.
Published: (2024)

Sampling-Aware Quantization for Diffusion Models
by: Zeng, Qian, et al.
Published: (2025)

Rethinking Token Reduction for Large Vision-Language Models
by: Wang, Yi, et al.
Published: (2026)

Knowledge Amalgamation for Object Detection with Transformers
by: Zhang, Haofei, et al.
Published: (2022)

PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation
by: Huang, Qihan, et al.
Published: (2024)

Disentangled Condensation for Large-scale Graphs
by: Xiao, Zhenbang, et al.
Published: (2024)

Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation
by: Hu, Chenggong, et al.
Published: (2026)

FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks
by: Schmalwasser, Laines, et al.
Published: (2025)

RS3DBench: A Comprehensive Benchmark for 3D Spatial Perception in Remote Sensing
by: Wang, Jiayu, et al.
Published: (2025)

Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
by: Hu, Jiacong, et al.
Published: (2022)

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

Deep Feature Response Discriminative Calibration
by: Xu, Wenxiang, et al.
Published: (2024)

MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance
by: Wang, Xierui, et al.
Published: (2024)

A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
by: Qing, Yunpeng, et al.
Published: (2022)

$D^3$-RSMDE: 40$\times$ Faster and High-Fidelity Remote Sensing Monocular Depth Estimation
by: Wang, Ruizhi, et al.
Published: (2026)

Angle Robustness Unmanned Aerial Vehicle Navigation in GNSS-Denied Scenarios
by: Wang, Yuxin, et al.
Published: (2024)

HuggingR$^{4}$: A Progressive Reasoning Framework for Discovering Optimal Model Companions
by: Ma, Shaoyin, et al.
Published: (2025)

Diffusion Model Quantization: A Review
by: Zeng, Qian, et al.
Published: (2025)

D$^2$-DPM: Dual Denoising for Quantized Diffusion Probabilistic Models
by: Zeng, Qian, et al.
Published: (2025)

A Comprehensive Study of Structural Pruning for Vision Models
by: Li, Changhao, et al.
Published: (2024)

Beyond Matching to Tiles: Bridging Unaligned Aerial and Satellite Views for Vision-Only UAV Navigation
by: Liu, Kejia, et al.
Published: (2026)

Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation
by: Huang, Qihan, et al.
Published: (2024)

Explain via Any Concept: Concept Bottleneck Model with Open Vocabulary Concepts
by: Tan, Andong, et al.
Published: (2024)

VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance
by: Srivastava, Divyansh, et al.
Published: (2024)

Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey
by: Wang, Gaoang, et al.
Published: (2022)

AnyCharV: Bootstrap Controllable Character Video Generation with Fine-to-Coarse Guidance
by: Wang, Zhao, et al.
Published: (2025)

Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance
by: Liu, Hui, et al.
Published: (2025)

MAGREF: Masked Guidance for Any-Reference Video Generation with Subject Disentanglement
by: Deng, Yufan, et al.
Published: (2025)

ApET: Approximation-Error Guided Token Compression for Efficient VLMs
by: Ma, Qiankun, et al.
Published: (2026)

SpatiaLQA: A Benchmark for Evaluating Spatial Logical Reasoning in Vision-Language Models
by: Xie, Yuechen, et al.
Published: (2026)

PISA: A Pragmatic Psych-Inspired Unified Memory System for Enhanced AI Agency
by: Jia, Shian, et al.
Published: (2025)

Spatially-Variant Degradation Model for Dataset-free Super-resolution
by: Guo, Shaojie, et al.
Published: (2024)

Sample-level Adaptive Knowledge Distillation for Action Recognition
by: Li, Ping, et al.
Published: (2025)

3D Skew Gaussian Splatting with Any Camera Trajectory Visualization Engine
by: Zhao, Beizhen, et al.
Published: (2026)