TACLE: Task and Class-aware Exemplar-free Semi-supervised Class Incremental Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Kalla, Jayateja, Kumar, Rohit, Biswas, Soma |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning
by: Kalla, Jayateja, et al.
Published: (2024)
by: Kalla, Jayateja, et al.
Published: (2024)
CoVLM: Leveraging Consensus from Vision-Language Models for Semi-supervised Multi-modal Fake News Detection
by: Devank, et al.
Published: (2024)
by: Devank, et al.
Published: (2024)
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning
by: Liu, Xialei, et al.
Published: (2022)
by: Liu, Xialei, et al.
Published: (2022)
Towards Non-Exemplar Semi-Supervised Class-Incremental Learning
by: Liu, Wenzhuo, et al.
Published: (2024)
by: Liu, Wenzhuo, et al.
Published: (2024)
Exemplar-Free Class Incremental Learning via Incremental Representation
by: Huang, Libo, et al.
Published: (2024)
by: Huang, Libo, et al.
Published: (2024)
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning
by: Wang, Tianqi, et al.
Published: (2025)
by: Wang, Tianqi, et al.
Published: (2025)
Adaptive Margin Global Classifier for Exemplar-Free Class-Incremental Learning
by: Yao, Zhongren, et al.
Published: (2024)
by: Yao, Zhongren, et al.
Published: (2024)
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond
by: Zhang, Jichuan, et al.
Published: (2024)
by: Zhang, Jichuan, et al.
Published: (2024)
Efficient Non-Exemplar Class-Incremental Learning with Retrospective Feature Synthesis
by: Bai, Liang, et al.
Published: (2024)
by: Bai, Liang, et al.
Published: (2024)
Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning
by: Duan, Ruxiao, et al.
Published: (2023)
by: Duan, Ruxiao, et al.
Published: (2023)
Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers
by: Sun, Wenju, et al.
Published: (2022)
by: Sun, Wenju, et al.
Published: (2022)
Rotation Augmented Distillation for Exemplar-Free Class Incremental Learning with Detailed Analysis
by: Chen, Xiuwei, et al.
Published: (2023)
by: Chen, Xiuwei, et al.
Published: (2023)
Adversarial Pseudo-replay for Exemplar-free Class-incremental Learning
by: Honda, Hiroto
Published: (2025)
by: Honda, Hiroto
Published: (2025)
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
by: Rypeść, Grzegorz, et al.
Published: (2024)
by: Rypeść, Grzegorz, et al.
Published: (2024)
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning
by: Yang, Yi, et al.
Published: (2024)
by: Yang, Yi, et al.
Published: (2024)
StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning
by: Wang, Huaijie, et al.
Published: (2025)
by: Wang, Huaijie, et al.
Published: (2025)
CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning
by: Chen, Tieyuan, et al.
Published: (2025)
by: Chen, Tieyuan, et al.
Published: (2025)
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation
by: Zhang, Anqi, et al.
Published: (2024)
by: Zhang, Anqi, et al.
Published: (2024)
FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing
by: Hogea, Eduard, et al.
Published: (2024)
by: Hogea, Eduard, et al.
Published: (2024)
TaE: Task-aware Expandable Representation for Long Tail Class Incremental Learning
by: Li, Linjie, et al.
Published: (2024)
by: Li, Linjie, et al.
Published: (2024)
CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learning
by: Gao, Xinyuan, et al.
Published: (2024)
by: Gao, Xinyuan, et al.
Published: (2024)
SPRINT: Semi-supervised Prototypical Representation for Few-Shot Class-Incremental Tabular Learning
by: Suleymanov, Umid, et al.
Published: (2026)
by: Suleymanov, Umid, et al.
Published: (2026)
Restoring Forgotten Knowledge in Non-Exemplar Class Incremental Learning through Test-Time Semantic Evolution
by: Lu, Haori, et al.
Published: (2025)
by: Lu, Haori, et al.
Published: (2025)
PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning
by: Zhu, Fei, et al.
Published: (2024)
by: Zhu, Fei, et al.
Published: (2024)
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning
by: Zhuang, Huiping, et al.
Published: (2024)
by: Zhuang, Huiping, et al.
Published: (2024)
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning
by: He, Run, et al.
Published: (2024)
by: He, Run, et al.
Published: (2024)
DualTeacher: Bridging Coexistence of Unlabelled Classes for Semi-supervised Incremental Object Detection
by: Yuan, Ziqi, et al.
Published: (2023)
by: Yuan, Ziqi, et al.
Published: (2023)
AttriStory: Fine-grained Attribute Realization for Visual Storytelling with Diffusion Models
by: Sreenivas, Manogna, et al.
Published: (2026)
by: Sreenivas, Manogna, et al.
Published: (2026)
Task-Agnostic Guided Feature Expansion for Class-Incremental Learning
by: Zheng, Bowen, et al.
Published: (2025)
by: Zheng, Bowen, et al.
Published: (2025)
Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning
by: Wu, Fangwen, et al.
Published: (2025)
by: Wu, Fangwen, et al.
Published: (2025)
Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning
by: Ding, Chenhao, et al.
Published: (2025)
by: Ding, Chenhao, et al.
Published: (2025)
Segmentation Assisted Incremental Test Time Adaptation in an Open World
by: Sreenivas, Manogna, et al.
Published: (2025)
by: Sreenivas, Manogna, et al.
Published: (2025)
DiffClass: Diffusion-Based Class Incremental Learning
by: Meng, Zichong, et al.
Published: (2024)
by: Meng, Zichong, et al.
Published: (2024)
Class Balance Matters to Active Class-Incremental Learning
by: Huang, Zitong, et al.
Published: (2024)
by: Huang, Zitong, et al.
Published: (2024)
Exemplar Masking for Multimodal Incremental Learning
by: Lee, Yi-Lun, et al.
Published: (2024)
by: Lee, Yi-Lun, et al.
Published: (2024)
Slightly Shift New Classes to Remember Old Classes for Video Class-Incremental Learning
by: Jiao, Jian, et al.
Published: (2024)
by: Jiao, Jian, et al.
Published: (2024)
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning
by: Ayromlou, Sana, et al.
Published: (2024)
by: Ayromlou, Sana, et al.
Published: (2024)
Ambiguity-Guided Learnable Distribution Calibration for Semi-Supervised Few-Shot Class-Incremental Learning
by: Lyu, Fan, et al.
Published: (2025)
by: Lyu, Fan, et al.
Published: (2025)
Cross-Class Feature Augmentation for Class Incremental Learning
by: Kim, Taehoon, et al.
Published: (2023)
by: Kim, Taehoon, et al.
Published: (2023)
Gradient-based Sampling for Class Imbalanced Semi-supervised Object Detection
by: Li, Jiaming, et al.
Published: (2024)
by: Li, Jiaming, et al.
Published: (2024)
Similar Items
-
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning
by: Kalla, Jayateja, et al.
Published: (2024) -
CoVLM: Leveraging Consensus from Vision-Language Models for Semi-supervised Multi-modal Fake News Detection
by: Devank, et al.
Published: (2024) -
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning
by: Liu, Xialei, et al.
Published: (2022) -
Towards Non-Exemplar Semi-Supervised Class-Incremental Learning
by: Liu, Wenzhuo, et al.
Published: (2024) -
Exemplar-Free Class Incremental Learning via Incremental Representation
by: Huang, Libo, et al.
Published: (2024)