Research Projects with Credit – 2023

I am currently offering 1~2 positions for research projects regarding multi-modal learning toward visual/multimedia understanding. In particular, we will play with the latest large language model and rethink the vision-based tasks including image understanding and video understanding. A 3-point research course will be credited for each semester and each position. The projects will start in the semester of Summer 2023. One Senior Researcher will participate, and we will give suggestions jointly.

Preferred background/experience: PyTorch, Detectron2, experience with LLM, Fundamental understanding of {Optimization, Transformer & CNN, Word Embedding}

Two Papers Accepted by CVPR 2023

We have two papers accepted by CVPR 2023 for presentation. More details including PDF, Supp and Code will be updated under the tab Research.

DiGeo: Discriminative Geometry-Aware Learning forGeneralized Few-Shot Object Detection

Supervised Masked Knowledge Distillation for Few-Shot Transformers

One paper accepted by ICLR 23

I am thrilled to share the good news that my ICLR paper is accepted.

TempCLR: Temporal Alignment Representation with Contrastive Learning

In this work, we work on video representation learning and proposed a contrastive learning framework to model the temporal succession between video and demonstrations.

More details including PDF, Supp and Code will be updated under the tab Research.

 

Research Assistant Position with Course Credits – Fall 2022

Looking for RA to work on a research project of visual attribute discovery starting in August. A 3-point research course will be credited for FALL 2022 for each position and the work done in the summer will also be counted. RA is expected to work at least 8 hours per week, meet with PhD mentors every week to discuss progress, and demonstrate clear contributions by the end of the semester.

Please reach out to <[email protected]> and <[email protected]> if you are interested.

Preferred Background & Technique:

    • Familiar with coding in Pytorch.
    • Experience and knowledge in video processing and clustering algorithms.

Two papers accepted by CVPR 2022

We have two papers accepted by CVPR 2022 for presentation. More details including PDF, Supp and Code will be updated under the tab Research.

Task-Adaptive Negative Class Envision for Few-Shot Open-Set Recognition

Few-Shot Object Detection with Fully Cross-Transformer

Research Assistant with Credit

I am currently offering two Research Assistant positions for projects regarding few-shot learning towards visual/multimedia understanding. A 3-point research course will be credited for each semester and each position. The projects will start in the semester FALL 2021. Another Ph.D. student will take part in the projects and we will give suggestions jointly.

Please send me your CV to my email ([email protected]) if you are interested. I will schedule an interview starting from late Aug and will try my best to reply to each of your email within 24 hours.

Two papers accepted by ICCV 2021

We have two papers accepted by ICCV 2021 for poster presentation. More details including PDF, Supp and Code will be updated under the tab Research.

Partner-Assisted Learning for Few-Shot Image Classification

Query Adaptive Few-Shot Object Detection with Hierarchical Graph Convolutional Networks