Revisiting Mutual Information Maximization for Generalized Category Discovery
Fuente:
arXiv
Saved in:
| Main Authors: | Tan, Zhaorui, Zhang, Chengrui, Yang, Xi, Sun, Jie, Huang, Kaizhu |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Rethinking Multi-domain Generalization with A General Learning Objective
by: Tan, Zhaorui, et al.
Published: (2024)
by: Tan, Zhaorui, et al.
Published: (2024)
SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation
by: Yao, Kai, et al.
Published: (2024)
by: Yao, Kai, et al.
Published: (2024)
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification
by: Tan, Zhaorui, et al.
Published: (2024)
by: Tan, Zhaorui, et al.
Published: (2024)
Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets
by: Liu, Tianyi, et al.
Published: (2024)
by: Liu, Tianyi, et al.
Published: (2024)
Consistency Diffusion Models for Single-Image 3D Reconstruction with Priors
by: Jiang, Chenru, et al.
Published: (2025)
by: Jiang, Chenru, et al.
Published: (2025)
MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment
by: Liu, Tianyi, et al.
Published: (2024)
by: Liu, Tianyi, et al.
Published: (2024)
Mind the Gap: Promoting Missing Modality Brain Tumor Segmentation with Alignment
by: Liu, Tianyi, et al.
Published: (2024)
by: Liu, Tianyi, et al.
Published: (2024)
GeoSDF: Plane Geometry Diagram Synthesis via Signed Distance Field
by: Zhang, Chengrui, et al.
Published: (2025)
by: Zhang, Chengrui, et al.
Published: (2025)
3D-CDRGP: Towards Cross-Device Robotic Grasping Policy in 3D Open World
by: Zhao, Weiguang, et al.
Published: (2024)
by: Zhao, Weiguang, et al.
Published: (2024)
Covariance-based Space Regularization for Few-shot Class Incremental Learning
by: Hu, Yijie, et al.
Published: (2024)
by: Hu, Yijie, et al.
Published: (2024)
Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization
by: Liu, Duo, et al.
Published: (2025)
by: Liu, Duo, et al.
Published: (2025)
MOS: Modeling Object-Scene Associations in Generalized Category Discovery
by: Peng, Zhengyuan, et al.
Published: (2025)
by: Peng, Zhengyuan, et al.
Published: (2025)
Active Generalized Category Discovery
by: Ma, Shijie, et al.
Published: (2024)
by: Ma, Shijie, et al.
Published: (2024)
Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation
by: Tan, Zhaorui, et al.
Published: (2024)
by: Tan, Zhaorui, et al.
Published: (2024)
Component Adaptive Clustering for Generalized Category Discovery
by: Yan, Mingfu, et al.
Published: (2025)
by: Yan, Mingfu, et al.
Published: (2025)
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis
by: Zhao, Weiguang, et al.
Published: (2025)
by: Zhao, Weiguang, et al.
Published: (2025)
Action Recognition with Multi-stream Motion Modeling and Mutual Information Maximization
by: Yang, Yuheng, et al.
Published: (2023)
by: Yang, Yuheng, et al.
Published: (2023)
W-Net: One-Shot Arbitrary-Style Chinese Character Generation with Deep Neural Networks
by: Jiang, Haochuan, et al.
Published: (2024)
by: Jiang, Haochuan, et al.
Published: (2024)
Towards Training-Free Open-World Classification with 3D Generative Models
by: Xia, Xinzhe, et al.
Published: (2025)
by: Xia, Xinzhe, et al.
Published: (2025)
Multimodal Generalized Category Discovery
by: Su, Yuchang, et al.
Published: (2024)
by: Su, Yuchang, et al.
Published: (2024)
Contextuality Helps Representation Learning for Generalized Category Discovery
by: Luo, Tingzhang, et al.
Published: (2024)
by: Luo, Tingzhang, et al.
Published: (2024)
Towards Distribution-Agnostic Generalized Category Discovery
by: Bai, Jianhong, et al.
Published: (2023)
by: Bai, Jianhong, et al.
Published: (2023)
Online Continuous Generalized Category Discovery
by: Park, Keon-Hee, et al.
Published: (2024)
by: Park, Keon-Hee, et al.
Published: (2024)
Exploiting Layer Normalization Fine-tuning in Visual Transformer Foundation Models for Classification
by: Tan, Zhaorui, et al.
Published: (2025)
by: Tan, Zhaorui, et al.
Published: (2025)
Generalized W-Net: Arbitrary-style Chinese Character Synthesization
by: Jiang, Haochuan, et al.
Published: (2024)
by: Jiang, Haochuan, et al.
Published: (2024)
PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection
by: Ye, Jianan, et al.
Published: (2024)
by: Ye, Jianan, et al.
Published: (2024)
Adaptive Part Learning for Fine-Grained Generalized Category Discovery: A Plug-and-Play Enhancement
by: Dai, Qiyuan, et al.
Published: (2025)
by: Dai, Qiyuan, et al.
Published: (2025)
Generalized Category Discovery in Hyperspectral Images via Prototype Subspace Modeling
by: Li, Xianlu, et al.
Published: (2025)
by: Li, Xianlu, et al.
Published: (2025)
Sharpness-aware Dynamic Anchor Selection for Generalized Category Discovery
by: Peng, Zhimao, et al.
Published: (2025)
by: Peng, Zhimao, et al.
Published: (2025)
InfoSculpt: Sculpting the Latent Space for Generalized Category Discovery
by: Liao, Wenwen, et al.
Published: (2026)
by: Liao, Wenwen, et al.
Published: (2026)
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception
by: Su, Wanfang, et al.
Published: (2024)
by: Su, Wanfang, et al.
Published: (2024)
SIEFormer: Spectral-Interpretable and -Enhanced Transformer for Generalized Category Discovery
by: Li, Chunming, et al.
Published: (2026)
by: Li, Chunming, et al.
Published: (2026)
Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement
by: Ren, Yunhan, et al.
Published: (2025)
by: Ren, Yunhan, et al.
Published: (2025)
Hyperbolic Category Discovery
by: Liu, Yuanpei, et al.
Published: (2025)
by: Liu, Yuanpei, et al.
Published: (2025)
Generalized Categories Discovery for Long-tailed Recognition
by: Li, Ziyun, et al.
Published: (2023)
by: Li, Ziyun, et al.
Published: (2023)
Few-shot Novel Category Discovery
by: Li, Chunming, et al.
Published: (2025)
by: Li, Chunming, et al.
Published: (2025)
Video-based Generalized Category Discovery via Memory-Guided Consistency-Aware Contrastive Learning
by: Jing, Zhang, et al.
Published: (2025)
by: Jing, Zhang, et al.
Published: (2025)
Contrastive Mean-Shift Learning for Generalized Category Discovery
by: Choi, Sua, et al.
Published: (2024)
by: Choi, Sua, et al.
Published: (2024)
Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery
by: Han, Jizhou, et al.
Published: (2025)
by: Han, Jizhou, et al.
Published: (2025)
Generalized Category Discovery under the Long-Tailed Distribution
by: Zhao, Bingchen, et al.
Published: (2025)
by: Zhao, Bingchen, et al.
Published: (2025)
Similar Items
-
Rethinking Multi-domain Generalization with A General Learning Objective
by: Tan, Zhaorui, et al.
Published: (2024) -
SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation
by: Yao, Kai, et al.
Published: (2024) -
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification
by: Tan, Zhaorui, et al.
Published: (2024) -
Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets
by: Liu, Tianyi, et al.
Published: (2024) -
Consistency Diffusion Models for Single-Image 3D Reconstruction with Priors
by: Jiang, Chenru, et al.
Published: (2025)