Xiaohu Blogs 2022 年終大賞

Xiaohu Blogs 2022 年終大賞

“情不知所起，一往而深”。最近重新看了一遍《甄嬛傳》，不得不說演員的演技、劇本的邏輯和裏面的服裝道具都是可圈可點的。感觸最深的還是那句“誰能過情關”。國疫之事，尚不能、也無能操管，但心確實很難過。窮則獨善其身，本身尚且能力不足，于萬千螻蟻之中，艱難爬行。既無能無力，不如去政治化生活。又頗覺科研陷入了一個瓶頸，導師庸人，缺醍醐而灌頂；似友之人，臨患難而拒之門外，冷暖自知；意亂情疑，不知所求。

2023-01-24

Plan

plan 2022 大赏

I dreamed it, the old days

I dreamed it, the old days

Time is slipping away. I have been sleeping for a month, 40 days exactly. I didn't do anything I did as in the old days I've been through. I feel that I am not that kind of guy anymore.

2023-01-04

Lifetalk

dream thought

One type of objects on different domains (domain shift and domain adaptation)

One type of objects on different domains (domain shift and domain adaptation)

2022-10-01

Machine learning Deep learning

domain adaptation domain shift domain generalisation

Towards reinforcement learning

Towards reinforcement learning

Reinforcement means the act of making something stronger, especially a feeling or an idea. So, what kinds of things do we need to make stronger in reinforcement learning?

2022-09-21

Machine learning Deep learning

reinforcement learning deep reinforcement learning

PhD thinking accumulation 2022

PhD thinking accumulation 2022

Robyn said, "Be confused. Confusion is where inspiration comes from." Without a responsible supervisor, I have to do self-supervision. And that's also one of the important reasons I keep focus on the

2022-09-20

Lifetalk

PhD

Curriculum learning imitates human learning order from easier classes to harder classes

Curriculum learning imitates human learning order from easier classes to harder classes

Curriculum learning (CL) is a training strategy that trains a machine learning model from easier data to harder data (with a curriculum), which imitates the meaningful learning order in human curricul

2022-09-20

Machine learning Deep learning

curriculum learning

$Arxiv preprint generation and jounral sharing rules$

Arxiv preprint generation and jounral sharing rules

For a wider impression on the community, we often publish our manuscript to the public (e.g., arxiv) before it is accepted by a journal.

2022-09-20

Scientific Research/科研

scientific research 科研 PhD graduate school plan

Object detection and detection heads 2

Object detection and detection heads 2

We are continuing to talk about regression/classification based detection framework.

2022-09-12

Machine learning Deep learning Computer vision

object detection detection heads

Object detection and detection heads

Object detection and detection heads

Object detection has a significant relationship with video analysis and image understanding. Region selection is an essential part of object detection. Usually, we call it a (detection) head to distin

2022-09-09

Machine learning Deep learning Computer vision

object detection detection heads

Classification vs. localisation vs. semantic segmentation vs. instance segmentation

Classification vs. localisation vs. semantic segmentation vs. instance segmentation

I am confused about segmentation, localisation, and tracking from time to time. Therefore, I want to take some notes and summarise the differences among them.

2022-06-04

Machine learning Deep learning

classification localisation segmentation tracking