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06/23/2023
DISCO-10M: A Large-Scale Music Dataset
Music datasets play a crucial role in advancing research in machine lear...
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06/19/2023
Ethereum Proof-of-Stake Consensus Layer: Participation and Decentralization
In September 2022, Ethereum transitioned from Proof-of-Work (PoW) to Pro...
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02/23/2023
The Hidden Shortcomings of (D)AOs – An Empirical Study of On-Chain Governance
Decentralized autonomous organizations (DAOs) are a recent innovation in...
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10/04/2022
Diffusion Models for Graphs Benefit From Discrete State Spaces
Denoising diffusion probabilistic models and score matching models have ...
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09/23/2022
A Neural Model for Regular Grammar Induction
Grammatical inference is a classical problem in computational learning t...
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04/03/2022
Analyzing Voting Power in Decentralized Governance: Who controls DAOs?
We empirically study the state of three prominent DAO governance systems...
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10/17/2021
3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with Transformers
3D reconstruction aims to reconstruct 3D objects from 2D views. Previous...
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04/10/2020
Telling BERT's full story: from Local Attention to Global Aggregation
We take a deep look into the behavior of self-attention heads in the tra...
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08/12/2019
On the Validity of Self-Attention as Explanation in Transformer Models
Explainability of deep learning systems is a vital requirement for many ...
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08/01/2019
Online Payment Network Design
Payment channels allow transactions between participants of the blockcha...
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06/25/2019
A Permit-Based Optimistic Byzantine Ledger
PermitBFT solves the byzantine consensus problem for n nodes tolerating ...
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11/04/2018
