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Spotlight
Wed Jul 20 11:30 PM -- 11:35 PM (KST) @ Hall G
Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification
In Applications
Peter J. Bevan · Amir Atapour-Abarghouei
Spotlight
Wed Jul 20 11:35 PM -- 11:40 PM (KST) @ Hall G
One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams
In Applications
Benjamin Coleman · Benito Geordie · Li Chou · R. A. Leo Elworth · Todd Treangen · Anshumali Shrivastava
Spotlight
Wed Jul 20 11:40 PM -- 11:45 PM (KST) @ Hall G
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration
In Applications
Jing Lin · Xiaowan Hu · Yuanhao Cai · Haoqian Wang · Youliang Yan · Xueyi Zou · Yulun Zhang · Luc Van Gool
Spotlight
Wed Jul 20 11:45 PM -- 11:50 PM (KST) @ Hall G
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases
In Applications
Jintai Chen · KuanLun Liao · Kun Wei · Haochao Ying · Danny Z Chen · Jian Wu
Spotlight
Wed Jul 20 11:50 PM -- 11:55 PM (KST) @ Hall G
Variational Mixtures of ODEs for Inferring Cellular Gene Expression Dynamics
In Applications
Yichen Gu · DAVID BLAAUW · Joshua Welch
Spotlight
Wed Jul 20 11:55 PM -- 12:00 AM (KST) @ Hall G
Bayesian Imitation Learning for End-to-End Mobile Manipulation
In Applications
Yuqing Du · Daniel Ho · Alexander Alemi · Eric Jang · Mohi Khansari
Spotlight
Thu Jul 21 12:00 AM -- 12:05 AM (KST) @ Hall G
De novo mass spectrometry peptide sequencing with a transformer model
In Applications
Melih Yilmaz · William Fondrie · Wout Bittremieux · Sewoong Oh · William Noble
Oral
Thu Jul 21 12:05 AM -- 12:25 AM (KST) @ Hall G None
Learning inverse folding from millions of predicted structures
In Applications
Chloe Hsu · Robert Verkuil · Jason Liu · Zeming Lin · Brian Hie · Tom Sercu · Adam Lerer · Alexander Rives
Spotlight
Thu Jul 21 12:25 AM -- 12:30 AM (KST) @ Hall G
Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier Guidance
In Applications
Heeseung Kim · Sungwon Kim · Sungroh Yoon
Spotlight
Thu Jul 21 12:30 AM -- 12:35 AM (KST) @ Hall G
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection
In Applications
Zhenhong Sun · Ming Lin · Xiuyu Sun · Zhiyu Tan · Hao Li · rong jin
Spotlight
Thu Jul 21 12:35 AM -- 12:40 AM (KST) @ Hall G
Proximal Exploration for Model-guided Protein Sequence Design
In Applications
Zhizhou Ren · Jiahan Li · Fan Ding · Yuan Zhou · Jianzhu Ma · Jian Peng
Spotlight
Thu Jul 21 12:40 AM -- 12:45 AM (KST) @ Hall G None
Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval
In Applications
Pascal Notin · Mafalda Dias · Jonathan Frazer · Javier Marchena-Hurtado · Aidan Gomez · Debora Marks · Yarin Gal
[ Slides]  [ Paper PDF] 
Spotlight
Thu Jul 21 12:45 AM -- 12:50 AM (KST) @ Hall G
How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity
In Applications
Chengyue Gong · · Qiang Liu
Spotlight
Thu Jul 21 12:50 AM -- 12:55 AM (KST) @ Hall G
Examining Scaling and Transfer of Language Model Architectures for Machine Translation
In Applications
Biao Zhang · Behrooz Ghorbani · Ankur Bapna · Yong Cheng · Xavier Garcia · Jonathan Shen · Orhan Firat
Spotlight
Thu Jul 21 12:55 AM -- 01:00 AM (KST) @ Hall G
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks
In Applications
Yanqi Chen · Zhaofei Yu · Wei Fang · Zhengyu Ma · Tiejun Huang · Yonghong Tian