View Detailed Profile
KDD 2024 - Class incremental Learning

KDD 2024 - Class incremental Learning

Zhongzheng Qiao, Nanyang Technological University.

Fast Incremental Learning on Data Streams [KDD 2021]

Fast Incremental Learning on Data Streams [KDD 2021]

Paper: https://arxiv.org/abs/2010.05154 Code: https://github.com/linkedin/lambda-learner.

CVPR 2024 Poster "Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning"

CVPR 2024 Poster "Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning"

Introduction to our work.

ICASSP 2022 Improving Feature Generalizability With Multitask Learning In Class Incremental Learning

ICASSP 2022 Improving Feature Generalizability With Multitask Learning In Class Incremental Learning

This brings us to the research area of

KDD 2024 - Scalable Multitask Learning

KDD 2024 - Scalable Multitask Learning

Dongyue Li, Northeastern University.

Online Class-Incremental Learning for Real-World Food Image Classification

Online Class-Incremental Learning for Real-World Food Image Classification

Online

KDD 2024 - Controllable Multi Behavior Recommendation

KDD 2024 - Controllable Multi Behavior Recommendation

Yanjie Gou.

AdvisIL - A Class-Incremental Learning Advisor

AdvisIL - A Class-Incremental Learning Advisor

AdvisIL makes

[KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification

[KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification

The presentation of the paper "CAFO: Feature-Centric Explanation on Time Series Classification" In the 30th SIGKDD ConferenceĀ ...

SD-LoRA for Class Incremental Learning Explanation | ML Papers In 10 Minutes

SD-LoRA for Class Incremental Learning Explanation | ML Papers In 10 Minutes

... Decoupled Low-Rank adaptation for

KDD 2024 - Rankability enhanced Revenue Uplift Modeling

KDD 2024 - Rankability enhanced Revenue Uplift Modeling

Bowei He, City University of China.

WACV2024: Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning

WACV2024: Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning

Companion video highlight of WACV

KDD 2024 - Unsupervised Ranking Ensemble Model

KDD 2024 - Unsupervised Ranking Ensemble Model

Wenhiu Yu.