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∙ 05/06/2023

Transformer-Based Hierarchical Clustering for Brain Network Analysis

Brain networks, graphical models such as those constructed from MRI, hav...

35 Wei Dai, et al. ∙

∙ 05/29/2023

HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition

State-of-the-art ASR systems have achieved promising results by modeling...

27 Florian Mai, et al. ∙

∙ 05/24/2023

MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation

The recent popularity of text-to-image diffusion models (DM) can largely...

24 Marco Bellagente, et al. ∙

∙ 05/19/2023

PyTorch Hyperparameter Tuning – A Tutorial for spotPython

The goal of hyperparameter tuning (or hyperparameter optimization) is to...

23 Thomas Bartz-Beielstein, et al. ∙

∙ 05/30/2023

Scalable Performance Analysis for Vision-Language Models

Joint vision-language models have shown great performance over a diverse...

22 Santiago Castro, et al. ∙

∙ 05/12/2023

Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training

Training Generative adversarial networks (GANs) stably is a challenging ...

21 Siddarth Asokan, et al. ∙

∙ 06/01/2023

FigGen: Text to Scientific Figure Generation

The generative modeling landscape has experienced tremendous growth in r...

21 Juan A. Rodriguez, et al. ∙

∙ 05/25/2023

Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer

Transformer architecture has shown impressive performance in multiple re...

20 Yuandong Tian, et al. ∙

∙ 05/29/2023

ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER

Prompt-based language models have produced encouraging results in numero...

18 Amirhossein Layegh, et al. ∙

∙ 05/30/2023

MAGNet: Motif-Agnostic Generation of Molecules from Shapes

Recent advances in machine learning for molecules exhibit great potentia...

18 Leon Hetzel, et al. ∙

∙ 05/11/2023

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge

The ability to automatically detect and track surgical instruments in en...

17 Aneeq Zia, et al. ∙