📝 Automatic Algorithm Selection for Pseudo-Boolean Optimization with Given Computational Time Limits 👾

"Trains an anytime meta-solver to predict the best-performing PBO solver in the portfolio for any given instance and any user-specified time limit, based on the characteristics of the instance and time limit." [gal30b+] 🤖 #AI #LO

🔗 https://arxiv.org/abs/2309.03924v1 #arxiv

How To Unravel, by Kilometre Club https://kilometreclub.bandcamp.com/album/how-to-unravel-2?from=embed
New album from Kilometre Club: How To Unravel! An eclectic mix of synth-pop, electro-indie and dreamy lo-fi tunes, highlighting the band's signature sound. Get ready to unravel and explore the rich sonic textures and intricate soundscapes! #newalbum #kilometreclub #electropop #experimental #synthpop #lo-fi #indie

📝 Symbolic LTLf Best-Effort Synthesis 👾🦾

"Builds on the approach of Chatterjee, Jha, and Piterman [1] that reduces LTLf synthesis to a sequence of Boolean satisfiability (SAT) problems." [gal30b+] 🤖 #AI #FL #GT #LO #RO

⚙️ https://github.com/whitemech/lydia
🔗 https://arxiv.org/abs/2308.15178v1 #arxiv

📝 Massively Parallel Continuous Local Search for Hybrid SAT Solving on GPUs 👾🧠

"Proposes an algorithm inspired by the Fast Fourier Transform (FFT)-based convolution for computing the elementary symmetric polynomials (ESPs), the major computational task in previous CLS methods." [gal30b+] 🤖 #AI #DC #IT #LG #LO

🔗 https://arxiv.org/abs/2308.15020v1 #arxiv

Jme moque souvent des stickers de #LO psk ils sont moches mais qu'est-ce qu'ils tiennent bien sur les poteaux.... (sincèrement les camarades changez votre charte graphique par pitié)

📝 Fast Exact NPN Classification with Influence-Aided Canonical Form 🧠

"A novel canonical form and its computation algorithm by introducing Boolean influence to NPN classification, which is a basic concept in analysis of Boolean functions and proves to be a significant ingredient in speeding up NPN classification by experimental results." [gal30b+] 🤖 #LG #LO

🔗 https://arxiv.org/abs/2308.12311v1 #arxiv

📝 Lifted Algorithms for Symmetric Weighted First-Order Model Sampling 👾

"A novel WMS algorithm is introduced for FO2+C, an extension of two-variable fragment of First-Order Logic (FO2) with counting quantifiers." [gal30b+] 🤖 #AI #LO

🔗 https://arxiv.org/abs/2308.08828v1 #arxiv

📝 Towards Ontology-Mediated Planning with OWL DL Ontologies (Extended Version) 👾

"The idea is to rewrite the ontology-mediated planning problem into a classical planning problem to be processed by existing planning tools using a classical planning encoding and a translation interface." [gal30b+] 🤖 #AI #LO

🔗 https://arxiv.org/abs/2308.08200v1 #arxiv

📝 Approximate Answering of Graph Queries 🧠👾🦠

"A knowledge graph (KG) consists of nodes, which represent entities, and edges that represent relationships between entities (see Figure 2) (Bollacker et al." [gal30b+] 🤖 #LG #AI #DB #LO #NE

🔗 https://arxiv.org/abs/2308.06585v1 #arxiv

📝 Model of Models -- Part 1 👾

"As described above, the model is based on the duality principle, that is to say, every aspect of intelligence has both top-down and bottom-up approaches, such as generalization versus specialization, top-down versus bottom-up learning, and more." [gal30b+] 🤖 #AI #LO #SC

🔗 https://arxiv.org/abs/2308.04600v1 #arxiv

Showcasing some of my favorite works from great group loli artist higegepon. He knows exactly how to accentuate the eroticism!! definitely in the top of my most favorite artists. His works are always very brightly colored and cheerful. I hope you enjoy his works as much as I do.#higegepon #lo #group #ロリ

quesa secondo me è di gran lunga meglio di quella di ieri (poi basta con ste robe sognanti, c'è della techno in cantiere, ma intanto...)

https://hearthis.at/attila.b/my-friend-psoriasis/

#mastoradio #lo-Fi #ambient #chill

LO-facken tappar medlemmar – även Pappers, som har haft nästan full organisationsgrad, tappar nu något. Vad tror du det beror på?
https://da.se/2023/08/pappers-tappar-medlemmar/
#fackförbund #pappers #LO

📝 RealCQA: Scientific Chart Question Answering as a Test-Bed for First-Order Logic 🔭

"The ChartQA model uses two components: a Chart Encoder and a Question-Answer Decoder, both of which are based on pre-trained Transformer models that can be fine-tuned end-to-end to solve the task." [gal30b+] 🤖 #CV #LO

⚙️ https://github.com/cse-ailab/RealCQA
🔗 https://arxiv.org/abs/2308.01979v1 #arxiv

📝 Formally Explaining Neural Networks Within Reactive Systems 👾🧠

"Proposes a formal DNN-verification-based XAI technique for reasoning about multi-step, reactive systems; and demonstrate its applicability by applying it on two popular benchmarks from the domain of automated navigation." [gal30b+] 🤖 #AI #LG #LO

⚙️ https://github.com/d-corsi/BasicRL
🔗 https://arxiv.org/abs/2308.00143v1 #arxiv

📝 De Re and De Dicto Knowledge in Egocentric Setting 👾

"In the setting of the paper, there are two different types of knowledge - the de re knowledge, which refers to the knowledge of an agent in a given moment, and the de dicto knowledge, which refers to the knowledge that the agent has about some facts in general." [gal30b+] 🤖 #AI #LO

🔗 https://arxiv.org/abs/2308.00001v1 #arxiv

📝 Fuzzy Logic Visual Network (FLVN): A Neuro-Symbolic Approach for Visual Features Matching 🔭🧠

"Proposes a visual-semantic model based on logic tensor networks with high-level inductive biases and incorporate background knowledge in the form of class hierarchies (classes and macro-classes)." [gal30b+] 🤖 #CV #LG #LO

🔗 https://arxiv.org/abs/2307.16019v1 #arxiv

📝 $\Text{EFO}_{k}$-Cqa: Towards Knowledge Graph Complex Query Answering Beyond Set Operation 👾🧠

"A framework for constructing dataset and benchmark of $\text{EFO}_{k}$ query answering over knowledge graph that contains 741 types of complex logical queries and 3,786,447 queries in total with varying levels of reasoning difficulty." [gal30b+] 🤖 #AI #DB #LG #LO

⚙️ https://github.com/HKUST-KnowComp/EFOK-CQA
🔗 https://arxiv.org/abs/2307.13701v1 #arxiv

Follow here for more Lord nova #pixiv https://www.pixiv.net/en/users/96791586

#cunnyy #pedo0 #lo-li #mmap #child

More at Lord nova #pixiv https://www.pixiv.net/en/users/96791586 #cunnnny #lo-li #child #pe-do