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Q. What is the *minimum width* of neural network, required for universal approximation? A: max{dx + 1, dy}. ... at least for ReLU nets / Lp setup, as we show in our new paper: arxiv.org/abs/2006.08859 amazing effort by Sejun Park w/ Chulhee Yun and Jinwoo Shin [1/n]

New research related to #aiforscience! We propose a novel architecture to predict the electron density of the molecules by combining two types of basis representation - Gaussian orbital and plane wave. github.com/holywater2/GPW… arxiv.org/abs/2402.04278 #preprint #compchem

My collaborators will present our paper "Local Search GFlowNets" at #ICLR2024 on May 8th at 10:45 am - 12:45 pm. If you are interested in using local search to improve probabilistic inference🎲 for scientific discovery, please take a look! arxiv.org/abs/2310.02710

Excited to share that Fanchen will present our work at #ICML2024 🧵(1/3) Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More - Paper: arxiv.org/abs/2405.08424 - Code: github.com/ai4co/unsuperv… arxiv.org/abs/2405.08424

SuperDiff goes super big! - Spotlight at #ICLR2025!🥳 - Stable Diffusion XL pipeline on HuggingFace huggingface.co/superdiff/supe… made by Viktor Ohanesian - New results for molecules in camera-ready arxiv.org/abs/2412.17762 Let's celebrate with a prompt guessing game in the thread👇

Bringing hierarchical structure for search-based inference in LLM. Sharing our recent work "Search-Based Correction of Reasoning Chains for LMs". Work done with Jean-Pierre Falet, Oliver Richard, Xiaoyin Chen , Moksh Jain , Sungjin Ahn , Sungsoo Ahn, Yoshua Bengio