Seminar (~2024)

(20230828) Domain adaptation for time-series classification to mitigate covariate shift

(20230829) Tackling the generative learning trilemma with denoising diffusion GANs

(20230919) Black-box adversarial attack on time series classification

(20230718) BLIP

(20230801) Generating high fidelity data from low-density regions using diffusion models

(20230801) Contrastive adaptation network for unsupervised domain adaptation

(20230822) Remix

(20230627) RevIN & Client for long-term time series forecasting

(20230704) CSDI

(20230704) Multiple userid identification with deep learning

(20230704) MixStyle

(20230523) A sentiment-aware deep learning approach for personality detection from text

(20230523) Mixup

(20230530) Forward-Forward Algorithm

(20230627) Towards feature space adversarial attack by style perturbation

(20230425) Analysis of sentiment in tweets addressed to a single domain-specific twitter account

 (20230425) Pay Attention to MLPs

(20230516) Black-box attacks against log anomaly detection with adversarial examples

(20230516) AnoDDPM

(20230328) TOXIGEN

(20230404) Generative cooperative learning for unsupervised video anomaly detection

(20230411) TexGuise

(20230418) Unsupervised domain adaptation by backpropagation

(20230314) Certified Adversarial Robustness via Randomized Smoothing

(20230314) With a little help from my friends: nearest-neighbor constrastive learning of visual representations

(20230321) Improved denoising diffusion probabilistic models

(20230328) Introducing data scientist's reality in hospital

TimeSHAP

SCINet

NAM

NODE-GAM

Cascade R-CNN

Electra

KGCN

TabNet

BERT

GAM Survey

Faster RCNN

GAMO

WaveNet and TCNN

Pyraformer

USAD

FGSM

UAP

Vision Transformer

Few Shot Learning

YOLO

Swin Transforer

Style Transformer

LightGCN

SASRec

WaveNet

Anomaly Transformer

MTAD-GAT