Alex Kot

About Alex Kot

Alex Kot, With an exceptional h-index of 64 and a recent h-index of 46 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of signal processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency

Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining

Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding

MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition

Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour-and Texture-Aware Perturbations

Benchmarking joint face spoofing and forgery detection with visual and physiological cues

GTADT: Gated tone-sensitive acne grading via augmented domain transfer

I2CANSAY: Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning

Alex Kot Information

University

Position

___

Citations(all)

17311

Citations(since 2020)

10770

Cited By

10219

hIndex(all)

64

hIndex(since 2020)

46

i10Index(all)

223

i10Index(since 2020)

130

Email

University Profile Page

Google Scholar

Alex Kot Skills & Research Interests

signal processing

Top articles of Alex Kot

Title

Journal

Author(s)

Publication Date

Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency

Proceedings of the AAAI Conference on Artificial Intelligence

Peijun Bao

Zihao Shao

Wenhan Yang

Boon Poh Ng

Meng Hwa Er

...

2024/3/24

Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining

Jiahao Nie

Yun Xing

Gongjie Zhang

Pei Yan

Aoran Xiao

...

2024

Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding

Proceedings of the AAAI Conference on Artificial Intelligence

Peijun Bao

Yong Xia

Wenhan Yang

Boon Poh Ng

Meng Hwa Er

...

2024/3/24

MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition

arXiv preprint arXiv:2401.07245

Fan Zhang

Xiaobao Guo

Xiaojiang Peng

Alex Kot

2024/1/14

Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour-and Texture-Aware Perturbations

arXiv preprint arXiv:2403.14250

Xun Lin

Yi Yu

Song Xia

Jue Jiang

Haoran Wang

...

2024/3/21

Benchmarking joint face spoofing and forgery detection with visual and physiological cues

IEEE Transactions on Dependable and Secure Computing (TDSC)

Zitong Yu

Rizhao Cai

Zhi Li

Wenhan Yang

Jingang Shi

...

2024/1

GTADT: Gated tone-sensitive acne grading via augmented domain transfer

Multimedia Tools and Applications

Min Tan

Ruirui Wang

Ankur Purwar

Tao Jin

Jun Yu

...

2024/3

I2CANSAY: Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning

arXiv preprint arXiv:2404.13576

Songlin Dong

Yingjie Chen

Yuhang He

Yuhan Jin

Alex C Kot

...

2024/4/21

Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing

Xun Lin

Shuai Wang

Rizhao Cai

Yizhong Liu

Ying Fu

...

2024

MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection

arXiv preprint arXiv:2404.08452

Chenqi Kong

Anwei Luo

Song Xia

Yi Yu

Haoliang Li

...

2024/4/12

One-shot action recognition via multi-scale spatial-temporal skeleton matching

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Siyuan Yang

Jun Liu

Shijian Lu

Er Meng Hwa

Alex C Kot

2024

Rethinking vision transformer and masked autoencoder in multimodal face anti-spoofing

International Journal of Computer Vision

Zitong Yu

Rizhao Cai

Yawen Cui

Xin Liu

Yongjian Hu

...

2024/3/10

Pace-Adaptive and Noise-Resistant Contrastive Learning for Multimodal Feature Fusion

IEEE Transactions on Multimedia

Xiaobao Guo

Alex Kot

Adams Wai-Kin Kong

2023/3/3

Towards explainable recommendation via bert-guided explanation generator

ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Huijing Zhan

Ling Li

Shaohua Li

Weide Liu

Manas Gupta

...

2023/6/4

Biomedical Image Splicing Detection using Uncertainty-Guided Refinement

arXiv preprint arXiv:2309.16388

Xun Lin

Wenzhong Tang

Shuai Wang

Zitong Yu

Yizhong Liu

...

2023/9/28

Signal Enhancement Aided End-to-End Deep Learning Approach for Joint Denoising and Spectrum Sensing

IEEE Transactions on Vehicular Technology

Zhengyang Su

Kah Chan Teh

Yihang Xie

Sirajudeen Gulam Razul

Alex C Kot

2023/10/16

Hyperbolic Face Anti-Spoofing

Shuangpeng Han

Rizhao Cai

Yawen Cui

Zitong Yu

Yongjian Hu

...

2023/8

Temporality-guided Masked Image Consistency for Domain Adaptive Video Segmentation

Zunhao Zhang

Zhenhao Chen

Yifan Shen

Dayan Guan

Alex Kot

2023/12/11

Backdoor attacks against deep image compression via adaptive frequency trigger

Yi Yu

Yufei Wang

Wenhan Yang

Shijian Lu

Yap-Peng Tan

...

2023

Augmented multi-scale spatiotemporal inconsistency magnifier for generalized DeepFake detection

IEEE Transactions on Multimedia

Yang Yu

Xiaohui Zhao

Rongrong Ni

Siyuan Yang

Yao Zhao

...

2023/1/18

See List of Professors in Alex Kot University(Nanyang Technological University)

Co-Authors

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