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ORCIDAlex ChiChung Kot
Alex C. Kot – A. C. Kot
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- affiliation: Nanyang Technological University, Singapore
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2020 – today
- 2024
[j148]Eugene P. W. Ang
, Shan Lin, Alex C. Kot:
A unified deep semantic expansion framework for domain-generalized person re-identification. Neurocomputing 600: 128120 (2024)- [j147]Min Tan, Ruirui Wang, Ankur Purwar, Tao Jin, Jun Yu, Alex C. Kot:
GTADT: Gated tone-sensitive acne grading via augmented domain transfer. Multim. Tools Appl. 83(8): 24875-24897 (2024) - [j146]Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Yongjian Hu, Alex C. Kot:
Self-Supervised 3D Action Representation Learning With Skeleton Cloud Colorization. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 509-524 (2024) - [j145]Wenhan Yang, Robby T. Tan, Shiqi Wang, Alex C. Kot, Jiaying Liu:
Learning to Remove Rain in Video With Self-Supervision. IEEE Trans. Pattern Anal. Mach. Intell. 46(3): 1378-1396 (2024) - [j144]Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot:
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 5149-5156 (2024) - [j143]Yihang Xie, Kah Chan Teh, Alex C. Kot:
Comm-Transformer: A Robust Deep Learning-Based Receiver for OFDM System Under TDL Channel. IEEE Trans. Commun. 72(4): 2014-2026 (2024) - [j142]Lanqing Guo, Renjie Wan, Wenhan Yang, Alex C. Kot, Bihan Wen:
Cross-Image Disentanglement for Low-Light Enhancement in Real World. IEEE Trans. Circuits Syst. Video Technol. 34(4): 2550-2563 (2024) - [j141]Yang Yu, Xiaolong Liu, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot:
PVASS-MDD: Predictive Visual-Audio Alignment Self-Supervision for Multimodal Deepfake Detection. IEEE Trans. Circuits Syst. Video Technol. 34(8): 6926-6936 (2024) - [j140]Zitong Yu, Rizhao Cai, Zhi Li, Wenhan Yang, Jingang Shi, Alex C. Kot:
Benchmarking Joint Face Spoofing and Forgery Detection With Visual and Physiological Cues. IEEE Trans. Dependable Secur. Comput. 21(5): 4327-4342 (2024) - [j139]Anwei Luo, Chenqi Kong, Jiwu Huang, Yongjian Hu, Xiangui Kang, Alex C. Kot:
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection. IEEE Trans. Inf. Forensics Secur. 19: 1168-1182 (2024) - [j138]Ruohan Meng, Chenyu Yi, Yi Yu, Siyuan Yang, Bingquan Shen, Alex C. Kot:
Semantic Deep Hiding for Robust Unlearnable Examples. IEEE Trans. Inf. Forensics Secur. 19: 6545-6558 (2024) - [j137]Rizhao Cai, Zitong Yu, Chenqi Kong, Haoliang Li, Changsheng Chen, Yongjian Hu, Alex C. Kot:
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing With Statistical Tokens. IEEE Trans. Inf. Forensics Secur. 19: 8385-8397 (2024) - [j136]Yang Yu, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot:
Narrowing Domain Gaps With Bridging Samples for Generalized Face Forgery Detection. IEEE Trans. Multim. 26: 3405-3417 (2024) - [j135]Hao Cheng, Yufei Wang, Haoliang Li, Alex C. Kot, Bihan Wen:
Disentangled Feature Representation for Few-Shot Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10422-10435 (2024) - [j134]Zhengyang Su, Kah Chan Teh, Yihang Xie, Sirajudeen Gulam Razul, Alex C. Kot:
Signal Enhancement Aided End-to-End Deep Learning Approach for Joint Denoising and Spectrum Sensing. IEEE Trans. Veh. Technol. 73(3): 4424-4428 (2024) - [c185]Peijun Bao, Yong Xia, Wenhan Yang, Boon Poh Ng, Meng Hwa Er, Alex C. Kot:
Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding. AAAI 2024: 738-746 - [c184]Peijun Bao, Zihao Shao, Wenhan Yang, Boon Poh Ng, Meng Hwa Er, Alex C. Kot:
Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency. AAAI 2024: 747-755 - [c183]Xun Lin, Shuai Wang, Rizhao Cai, Yizhong Liu, Ying Fu, Wenzhong Tang, Zitong Yu, Alex C. Kot:
Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing. CVPR 2024: 211-221 - [c182]Jiahao Nie, Yun Xing, Gongjie Zhang, Pei Yan, Aoran Xiao, Yap-Peng Tan, Alex C. Kot, Shijian Lu:
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining. CVPR 2024: 3380-3390 - [c181]Yufei Wang, Wenhan Yang, Xinyuan Chen, Yaohui Wang, Lanqing Guo, Lap-Pui Chau, Ziwei Liu, Yu Qiao, Alex C. Kot, Bihan Wen:
SinSR: Diffusion-Based Image Super-Resolution in a Single Step. CVPR 2024: 25796-25805 - [c180]Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex C. Kot:
Unlearnable Examples Detection via Iterative Filtering. ICANN (10) 2024: 241-256 - [c179]Eugene P. W. Ang, Shan Lin, Alex C. Kot:
Diverse Deep Feature Ensemble Learning for Omni-Domain Generalized Person Re-identification. ICMIP 2024: 64-71 - [c178]Zhihao Li, Yufei Wang, Alex C. Kot, Bihan Wen:
Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach. ICML 2024 - [c177]Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot:
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders. ICML 2024 - [i89]Fan Zhang, Xiaobao Guo, Xiaojiang Peng, Alex C. Kot:
MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition. CoRR abs/2401.07245 (2024) - [i88]Jiahao Nie, Yun Xing, Gongjie Zhang, Pei Yan, Aoran Xiao, Yap-Peng Tan, Alex C. Kot, Shijian Lu:
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining. CoRR abs/2401.08407 (2024) - [i87]Xun Lin, Shuai Wang, Rizhao Cai, Yizhong Liu, Ying Fu, Zitong Yu, Wenzhong Tang, Alex C. Kot:
Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing. CoRR abs/2402.19298 (2024) - [i86]Xun Lin, Yi Yu, Song Xia, Jue Jiang, Haoran Wang, Zitong Yu, Yizhong Liu, Ying Fu, Shuai Wang, Wenzhong Tang, Alex C. Kot:
Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour- and Texture-Aware Perturbations. CoRR abs/2403.14250 (2024) - [i85]Chenqi Kong, Anwei Luo, Song Xia, Yi Yu, Haoliang Li, Alex C. Kot:
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection. CoRR abs/2404.08452 (2024) - [i84]Songlin Dong, Yingjie Chen, Yuhang He, Yuhan Jin, Alex C. Kot, Yihong Gong:
I2CANSAY:Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning. CoRR abs/2404.13576 (2024) - [i83]Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot:
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders. CoRR abs/2405.01460 (2024) - [i82]Nithish Muthuchamy Selvaraj, Xiaobao Guo, Bingquan Shen, Adams Wai-Kin Kong, Alex C. Kot:
Improving Concept Alignment in Vision-Language Concept Bottleneck Models. CoRR abs/2405.01825 (2024) - [i81]Xiaobao Guo, Zitong Yu, Nithish Muthuchamy Selvaraj, Bingquan Shen, Adams Wai-Kin Kong, Alex C. Kot:
Benchmarking Cross-Domain Audio-Visual Deception Detection. CoRR abs/2405.06995 (2024) - [i80]Jiahao Nie, Shan Lin, Alex C. Kot:
Color Space Learning for Cross-Color Person Re-Identification. CoRR abs/2405.09487 (2024) - [i79]Xiyu Wang, Yufei Wang, Satoshi Tsutsui, Weisi Lin, Bihan Wen, Alex C. Kot:
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models. CoRR abs/2405.11852 (2024) - [i78]Yufei Wang, Zhihao Li, Lanqing Guo, Wenhan Yang, Alex C. Kot, Bihan Wen:
ContextGS: Compact 3D Gaussian Splatting with Anchor Level Context Model. CoRR abs/2405.20721 (2024) - [i77]Zhihao Li, Yufei Wang, Alex C. Kot, Bihan Wen:
From Chaos to Clarity: 3DGS in the Dark. CoRR abs/2406.08300 (2024) - [i76]Jiahao Nie, Gongjie Zhang, Wenbin An, Yap-Peng Tan, Alex C. Kot, Shijian Lu:
MMRel: A Relation Understanding Dataset and Benchmark in the MLLM Era. CoRR abs/2406.09121 (2024) - [i75]Chenhao Shuai, Rizhao Cai, Bandara Dissanayake, Amanda Newman, Dayan Guan, Dennis Sng, Ling Li, Alex C. Kot:
Controllable and Gradual Facial Blemishes Retouching via Physics-Based Modelling. CoRR abs/2406.13227 (2024) - [i74]Ruohan Meng, Chenyu Yi, Yi Yu, Siyuan Yang, Bingquan Shen, Alex C. Kot:
Semantic Deep Hiding for Robust Unlearnable Examples. CoRR abs/2406.17349 (2024) - [i73]Laniqng Guo, Chong Wang, Yufei Wang, Siyu Huang, Wenhan Yang, Alex C. Kot, Bihan Wen:
Single-Image Shadow Removal Using Deep Learning: A Comprehensive Survey. CoRR abs/2407.08865 (2024) - [i72]Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex ChiChung Kot:
Unlearnable Examples Detection via Iterative Filtering. CoRR abs/2408.08143 (2024) - [i71]Chenqi Kong, Anwei Luo, Peijun Bao, Haoliang Li, Renjie Wan, Zengwei Zheng, Anderson Rocha, Alex C. Kot:
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture. CoRR abs/2408.12791 (2024) - 2023
- [j133]Binbin Zhou, Hang Zhou, Xue Zhang, Xiaobin Xu, Yi Chai, Zengwei Zheng, Alex ChiChung Kot, Zhan Zhou:
TEMPO: A transformer-based mutation prediction framework for SARS-CoV-2 evolution. Comput. Biol. Medicine 152: 106264 (2023) - [j132]Renjie Wan, Boxin Shi, Haoliang Li, Yuchen Hong, Ling-Yu Duan, Alex C. Kot:
Benchmarking Single-Image Reflection Removal Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1424-1441 (2023) - [j131]Yuchen Hong, Qian Zheng, Lingran Zhao, Xudong Jiang, Alex C. Kot, Boxin Shi:
PAR$^{2}$2Net: End-to-End Panoramic Image Reflection Removal. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 12192-12205 (2023) - [j130]Zhi Li, Haoliang Li, Xin Luo, Yongjian Hu, Kwok-Yan Lam, Alex C. Kot:
Asymmetric Modality Translation for Face Presentation Attack Detection. IEEE Trans. Multim. 25: 62-76 (2023) - [j129]Xiaobao Guo, Adams Wai-Kin Kong, Alex C. Kot:
Deep Multimodal Sequence Fusion by Regularized Expressive Representation Distillation. IEEE Trans. Multim. 25: 2085-2096 (2023) - [j128]Renjie Wan, Boxin Shi, Wenhan Yang, Bihan Wen, Ling-Yu Duan, Alex C. Kot:
Purifying Low-Light Images via Near-Infrared Enlightened Image. IEEE Trans. Multim. 25: 8006-8019 (2023) - [j127]Yang Yu, Xiaohui Zhao, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot:
Augmented Multi-Scale Spatiotemporal Inconsistency Magnifier for Generalized DeepFake Detection. IEEE Trans. Multim. 25: 8487-8498 (2023) - [j126]Xiaobao Guo, A. C. Kot, Adams Wai-Kin Kong:
Pace-Adaptive and Noise-Resistant Contrastive Learning for Multimodal Feature Fusion. IEEE Trans. Multim. 25: 9437-9448 (2023) - [j125]Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot:
Low-Rankness Guided Group Sparse Representation for Image Restoration. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7593-7607 (2023) - [j124]Zhengyang Su, Kah Chan Teh, Sirajudeen Gulam Razul, Alex C. Kot:
Robust Channel Invariant Deep Noncooperative Spectrum Sensing. IEEE Wirel. Commun. Lett. 12(3): 436-440 (2023) - [c176]Peijun Bao, Wenhan Yang, Boon Poh Ng, Meng Hwa Er, Alex C. Kot:
Cross-Modal Label Contrastive Learning for Unsupervised Audio-Visual Event Localization. AAAI 2023: 215-222 - [c175]Zunhao Zhang, Zhenhao Chen, Yifan Shen, Dayan Guan, Alex C. Kot:
Temporality-guided Masked Image Consistency for Domain Adaptive Video Segmentation. BigMM 2023: 56-63 - [c174]Yi Yu, Yufei Wang, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot:
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger. CVPR 2023: 12250-12259 - [c173]Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen:
Raw Image Reconstruction with Learned Compact Metadata. CVPR 2023: 18206-18215 - [c172]Ling Li, Bandara Dissanayake, Tatsuya Omotezako, Yunjie Zhong, Qing Zhang, Rizhao Cai, Qian Zheng, Dennis Sng, Weisi Lin, Yufei Wang, Alex C. Kot:
Evaluating the efficacy of skincare product: A realistic short-term facial pore simulation. Imaging and Multimedia Analytics at the Edge 2023: 1-6 - [c171]Ziwang Xu, Lanqing Guo, Shuyan Zhang, Alex C. Kot, Bihan Wen:
Unsupervised Deep Digital Staining for Microscopic Cell Images via Knowledge Distillation. ICASSP 2023: 1-5 - [c170]Huijing Zhan, Ling Li, Shaohua Li, Weide Liu, Manas Gupta, Alex C. Kot:
Towards Explainable Recommendation Via Bert-Guided Explanation Generator. ICASSP 2023: 1-5 - [c169]Rizhao Cai, Yawen Cui, Zhi Li, Zitong Yu, Haoliang Li, Yongjian Hu, Alex C. Kot:
Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less. ICCV 2023: 8003-8014 - [c168]Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen:
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement. ICCV 2023: 12404-12414 - [c167]Xiaobao Guo, Nithish Muthuchamy Selvaraj, Zitong Yu, Adams Wai-Kin Kong, Bingquan Shen, Alex C. Kot:
Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning. ICCV 2023: 22078-22088 - [c166]Zhi Li, Pengfei Wei, Xiang Yin, Zejun Ma, Alex C. Kot:
Virtual Try-On with Pose-Garment Keypoints Guided Inpainting. ICCV 2023: 22731-22740 - [c165]Shulin Tian, Yufei Wang, Renjie Wan, Wenhan Yang, Alex C. Kot, Bihan Wen:
Enhancing Low-Light Images Using Infrared Encoded Images. ICIP 2023: 465-469 - [c164]Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, Alex C. Kot:
Temporal Coherent Test Time Optimization for Robust Video Classification. ICLR 2023 - [c163]Nithish Muthuchamy Selvaraj, Xiaobao Guo, Adams Wai-Kin Kong, Bingquan Shen, Alex C. Kot:
Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers. INTERSPEECH 2023: 909-913 - [c162]Yufei Wang, Renjie Wan, Wenhan Yang, Bihan Wen, Lap-Pui Chau, Alex C. Kot:
Removing Image Artifacts From Scratched Lens Protectors. ISCAS 2023: 1-5 - [i70]Zhaoxu Li, Zitong Yu, Nithish Muthuchamy Selvaraj, Xiaobao Guo, Bingquan Shen, Adams Wai-Kin Kong, Alex C. Kot:
Flexible-modal Deception Detection with Audio-Visual Adapter. CoRR abs/2302.05727 (2023) - [i69]Zitong Yu, Rizhao Cai, Yawen Cui, Xin Liu, Yongjian Hu, Alex C. Kot:
Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing. CoRR abs/2302.05744 (2023) - [i68]Yufei Wang, Renjie Wan, Wenhan Yang, Bihan Wen, Lap-Pui Chau, Alex C. Kot:
Removing Image Artifacts From Scratched Lens Protectors. CoRR abs/2302.05746 (2023) - [i67]Yawen Cui, Zitong Yu, Rizhao Cai, Xun Wang, Alex C. Kot, Li Liu:
Generalized Few-Shot Continual Learning with Contrastive Mixture of Adapters. CoRR abs/2302.05936 (2023) - [i66]Ling Li, Bandara Dissanayake, Tatsuya Omotezako, Yunjie Zhong, Qing Zhang, Rizhao Cai, Qian Zheng, Dennis Sng, Weisi Lin, Yufei Wang, Alex C. Kot:
Evaluating the Efficacy of Skincare Product: A Realistic Short-Term Facial Pore Simulation. CoRR abs/2302.11950 (2023) - [i65]Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen:
Raw Image Reconstruction with Learned Compact Metadata. CoRR abs/2302.12995 (2023) - [i64]Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, Alex C. Kot:
Temporal Coherent Test-Time Optimization for Robust Video Classification. CoRR abs/2302.14309 (2023) - [i63]Nithish Muthuchamy Selvaraj, Xiaobao Guo, Adams Wai-Kin Kong, Bingquan Shen, Alex C. Kot:
Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers. CoRR abs/2302.14314 (2023) - [i62]Yi Yu, Yufei Wang, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot:
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger. CoRR abs/2302.14677 (2023) - [i61]Ziwang Xu, Lanqing Guo, Shuyan Zhang, Alex C. Kot, Bihan Wen:
Unsupervised Deep Digital Staining For Microscopic Cell Images Via Knowledge Distillation. CoRR abs/2303.02057 (2023) - [i60]Rizhao Cai, Yawen Cui, Zhi Li, Zitong Yu, Haoliang Li, Yongjian Hu, Alex C. Kot:
Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less. CoRR abs/2303.09914 (2023) - [i59]Xiaobao Guo, Nithish Muthuchamy Selvaraj, Zitong Yu, Adams Wai-Kin Kong, Bingquan Shen, Alex C. Kot:
Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning. CoRR abs/2303.12745 (2023) - [i58]Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Yongjian Hu, Alex C. Kot:
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization. CoRR abs/2304.08799 (2023) - [i57]Anwei Luo, Chenqi Kong, Jiwu Huang, Yongjian Hu, Xiangui Kang, Alex C. Kot:
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection. CoRR abs/2304.12489 (2023) - [i56]Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen:
Beyond Learned Metadata-based Raw Image Reconstruction. CoRR abs/2306.12058 (2023) - [i55]Shulin Tian, Yufei Wang, Renjie Wan, Wenhan Yang, Alex C. Kot, Bihan Wen:
Enhancing Low-Light Images Using Infrared-Encoded Images. CoRR abs/2307.04122 (2023) - [i54]Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot:
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching. CoRR abs/2307.07286 (2023) - [i53]Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen:
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement. CoRR abs/2307.07710 (2023) - [i52]Shuangpeng Han, Rizhao Cai, Yawen Cui, Zitong Yu, Yongjian Hu, Alex C. Kot:
Hyperbolic Face Anti-Spoofing. CoRR abs/2308.09107 (2023) - [i51]Rizhao Cai, Zitong Yu, Chenqi Kong, Haoliang Li, Changsheng Chen, Yongjian Hu, Alex C. Kot:
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with Statistical Tokens. CoRR abs/2309.04038 (2023) - [i50]Anwei Luo, Rizhao Cai, Chenqi Kong, Xiangui Kang, Jiwu Huang, Alex C. Kot:
Forgery-aware Adaptive Vision Transformer for Face Forgery Detection. CoRR abs/2309.11092 (2023) - [i49]Xun Lin, Wenzhong Tang, Shuai Wang, Zitong Yu, Yizhong Liu, Haoran Wang, Ying Fu, Alex C. Kot:
Biomedical Image Splicing Detection using Uncertainty-Guided Refinement. CoRR abs/2309.16388 (2023) - [i48]Chenqi Kong, Anwei Luo, Shiqi Wang, Haoliang Li, Anderson Rocha, Alex C. Kot:
Pixel-Inconsistency Modeling for Image Manipulation Localization. CoRR abs/2310.00234 (2023) - [i47]Yufei Wang, Wenhan Yang, Xinyuan Chen, Yaohui Wang, Lanqing Guo, Lap-Pui Chau, Ziwei Liu, Yu Qiao, Alex C. Kot, Bihan Wen:
SinSR: Diffusion-Based Image Super-Resolution in a Single Step. CoRR abs/2311.14760 (2023) - [i46]Rizhao Cai, Zirui Song, Dayan Guan, Zhenhao Chen, Xing Luo, Chenyu Yi, Alex C. Kot:
BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models. CoRR abs/2312.02896 (2023) - 2022
- [j123]Tao Bai, Jun Zhao, Jinlin Zhu, Shoudong Han, Jiefeng Chen, Bo Li, Alex ChiChung Kot:
Toward Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-Based Method. IEEE Internet Things J. 9(3): 1875-1884 (2022) - [j122]Haoliang Li, Shiqi Wang, Renjie Wan, Alex C. Kot:
GMFAD: Towards Generalized Visual Recognition via Multilayer Feature Alignment and Disentanglement. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1289-1303 (2022) - [j121]Mauricio Perez, Jun Liu, Alex C. Kot:
Skeleton-based relational reasoning for group activity analysis. Pattern Recognit. 122: 108360 (2022) - [j120]Rizhao Cai, Zhi Li, Renjie Wan, Haoliang Li, Yongjian Hu, Alex C. Kot:
Learning Meta Pattern for Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 17: 1201-1213 (2022) - [j119]Qiang Xu, Xinghao Jiang, Tanfeng Sun, Alex C. Kot:
Motion-Adaptive Detection of HEVC Double Compression With the Same Coding Parameters. IEEE Trans. Inf. Forensics Secur. 17: 2015-2029 (2022) - [j118]Zhi Li, Rizhao Cai, Haoliang Li, Kwok-Yan Lam, Yongjian Hu, Alex C. Kot:
One-Class Knowledge Distillation for Face Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 17: 2137-2150 (2022) - [j117]Yufei Wang, Haoliang Li, Hao Cheng, Bihan Wen, Lap-Pui Chau, Alex C. Kot:
Variational Disentanglement for Domain Generalization. Trans. Mach. Learn. Res. 2022 (2022) - [j116]Mauricio Perez, Jun Liu, Alex C. Kot:
Interaction Relational Network for Mutual Action Recognition. IEEE Trans. Multim. 24: 366-376 (2022) - [j115]Huijing Zhan, Jie Lin, Kenan Emir Ak, Boxin Shi, Ling-Yu Duan, Alex C. Kot:
$A^3$-FKG: Attentive Attribute-Aware Fashion Knowledge Graph for Outfit Preference Prediction. IEEE Trans. Multim. 24: 819-831 (2022) - [j114]Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot:
A Hybrid Structural Sparsification Error Model for Image Restoration. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4451-4465 (2022) - [j113]Zhengyang Su, Kah Chan Teh, Sirajudeen Gulam Razul, Alex C. Kot:
Deep Non-Cooperative Spectrum Sensing Over Rayleigh Fading Channel. IEEE Trans. Veh. Technol. 71(4): 4460-4464 (2022) - [c161]Yufei Wang, Renjie Wan, Wenhan Yang, Haoliang Li, Lap-Pui Chau, Alex C. Kot:
Low-Light Image Enhancement with Normalizing Flow. AAAI 2022: 2604-2612 - [c160]Yi Yu, Wenhan Yang, Yap-Peng Tan, Alex C. Kot:
Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond. CVPR 2022: 6003-6012 - [c159]Qian Zheng, Ankur Purwar, Heng Zhao, Guang Liang Lim, Ling Li, Debasish Behera, Qian Wang, Min Tan, Rizhao Cai, Jennifer Werner, Dennis Sng, Maurice van Steensel, Weisi Lin, Alex C. Kot:
Automatic facial skin feature detection for everyone. Imaging and Multimedia Analytics at the Edge 2022: 1-6 - [c158]Wujun Li, Kah Chan Teh, Desheng Zhang, Xiujuan Lu, Wei Yi, Alex C. Kot:
An Improved Two-Stage Based Multi-frame Track-Before-Detect Algorithm in Radar systems. FUSION 2022: 1-6