amspsingh04.bsky.social
@amspsingh04.bsky.social
very fun, found this paper on how self supervised learning techniques can be applied to tabular data
was just recently discussing on twt how tabular data is not necessarily symmetrical so you cannot use DL methods, and classical ML fares better
turns out there's a way
arxiv.org/abs/1908.07442
TabNet: Attentive Interpretable Tabular Learning
We propose a novel high-performance and interpretable canonical deep tabular data learning architecture, TabNet. TabNet uses sequential attention to choose which features to reason from at each decisi...
arxiv.org
November 24, 2024 at 8:15 PM
how can we use a football match video to detect and predict movements of players at different situations of the match? #computervision
November 23, 2024 at 8:44 PM
Reposted
Just realized BlueSky allows sharing valuable stuff cause it doesn't punish links. 🤩

Let's start with "What are embeddings" by @vickiboykis.com

The book is a great summary of embeddings, from history to modern approaches.

The best part: it's free.

Link: vickiboykis.com/what_are_emb...
November 22, 2024 at 11:13 AM
what do y'all at #mlsky suggest are some ways to overcome class imbalances in data?
November 18, 2024 at 9:34 PM
tried this out recently on a video dataset and works just like YOLO, maybe even better if I tried it out more
take a look, maybe the only SOTA apart from YOLO here

github.com/Peterande/D-...
GitHub - Peterande/D-FINE: D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement 💥💥💥
D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement 💥💥💥 - Peterande/D-FINE
github.com
November 18, 2024 at 2:52 PM
hi 🦋
November 5, 2024 at 7:43 PM