Discover and read the best of Twitter Threads about #classification

Most recents (6)

#ICLR2021 cam-ready II: "LiftPool: Bidirectional ConvNet Pooling" w/ Jiaojiao Zhao is now available: isis-data.science.uva.nl/cgmsnoek/pub/z… No more lossy down- and upsampling when pooling! 1/n Image
LiftPool adopts the philosophy of the classical #Lifting #Scheme from #signal #processing. LiftDownPool decomposes a feature map into various downsized sub-bands, each of which contains information with different frequencies. Because of its invertible properties, ... 2/n
by performing LiftDownPool backwards, a corresponding up-pooling layer #LiftUpPool is able to generate a refined upsampled feature map using the detail sub-bands, which is useful for #image-#to-#image #translation challenges. 3/n Image
Read 4 tweets
1/5 #TropiCon20 Identifying individuals is crucial for #conservation. If individual identity is known #supervised #classification can be used. What if we don’t know who is calling? We tested if #unsupervised methods can distinguish between #gibbon females (listen below).
2/5 #TropiCon20 Gibbons are #apes found in Southeast #Asia. The recording above is from one #gibbon female, and the recording below is from a different #gibbon female. Can you hear (or see) the difference? We classified > 30 females with > 95% accuracy using #supervised methods.
3/5 #TropiCon20 #Supervised methods need labelled training #data; #unsupervised techniques don't. We used an existing dataset of #gibbon female calls to test how well three #unsupervised algorithms could distinguish between #gibbons. #Affinity propagation #clustering did best!
Read 5 tweets
D1 of #50daysofudacity
I finished up to Lesson 2.19
My notes can be found here for quick refernce
docs.google.com/document/u/1/d…
D2 of #50daysofUdacity
I finished up to Lesson 2.25
Also completed lab assignment for a linear regression model to predict the price of taxi in new york city
My notes can be found here for quick reference

docs.google.com/document/u/1/d…
D3 of #50daysofudacity
I finished Lesson 2
Also completed lab assignment for linear regression model to predict the price of taxi in new york city
My notes can be found here for quick reference
docs.google.com/document/u/1/d…
Read 53 tweets
#DemystifyingEIA #Notification Part III
Part I and II dealt with #Evolution & #Purpose. Henceforth it shall be d #Process in a series of separate threads. Today we take up #Site #Clearance.
SITE CLEARANCE
#EIA1994Notification provided for
"The project authorities will intimate+
+ Location of d following project site to d Central Government in d #MoEF while initiating any investigation & surveys:
a. mining;
b. pit-head thermal power stations;
c. hydro-power, major irrigation projects and/or their combination including flood control; +
d. ports and harbours (excluding minor ports);
e. prospecting & exploration of major minerals in areas above 500 hectares;
f. greenfield airports, petrochemical complexes & refineries
The Central Government in d #MoEF will convey a decision regarding suitability +
Read 11 tweets
Bon je m'y colle. Mais je ne vais pas y passer des heures, j'ai mal dormi 😀 @SciencesPoulet
@AntBerranger @emma_ducros @agritof80 et aux autres. Petit rappels sur le #glyphosate.
Préliminaire : mes tweets n'engagent que mon opinion personnelle. Ceci étant dit, jevais commencer par une petite présentation pour ceux qui auraient la flemme d'aller voir mon profil sur #LinkedIn. Je n'ai pas de pseudo et c'est volontaire.
Read 49 tweets

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