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

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

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

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

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

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

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

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

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

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

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

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

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

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

arXiv preprint arXiv:2403.14250

2024/3/21

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

Multimedia Tools and Applications

2024/3

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

2024

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

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

2024

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

2024

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

arXiv preprint arXiv:2401.07245

2024/1/14

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

IEEE Transactions on Dependable and Secure Computing (TDSC)

2024/1

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

arXiv preprint arXiv:2404.13576

2024/4/21

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

arXiv preprint arXiv:2404.08452

2024/4/12

Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers

arXiv preprint arXiv:2302.14314

2023/2/28

Xiaobao Guo
Xiaobao Guo

H-Index: 3

Alex Kot
Alex Kot

H-Index: 36

Temporal coherent test-time optimization for robust video classification

arXiv preprint arXiv:2302.14309

2023/2/28

Evaluating the efficacy of skincare product: A realistic short-term facial pore simulation

2023/1

Disentangled feature representation for few-shot image classification

IEEE Transactions on Neural Networks and Learning Systems

2023/2/16

Generalized few-shot continual learning with contrastive mixture of adapters

arXiv preprint arXiv:2302.05936

2023/2/12

Flexible-modal Deception Detection with Audio-Visual Adapter

arXiv preprint arXiv:2302.05727

2023/2/11

Diffusion-EXR: Controllable Review Generation for Explainable Recommendation via Diffusion Models

arXiv preprint arXiv:2312.15490

2023/12/24

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

International Journal of Computer Vision

2024/3/10

Comm-Transformer: A Robust Deep Learning Based Receiver for OFDM System under TDL Channel

IEEE Transactions on Communications

2023/12/18

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

Co-Authors

academic-engine