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July 17, 2022 Expo schedule » New in ML »

Timezone: America/New_York »

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 Wed Jul 20, 2022

Time Hall G
10:30 AM (Spotlights)
Applications
Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification
10:35 AM (Spotlights)
One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams
10:40 AM (Spotlights)
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration
10:45 AM (Spotlights)
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases
10:50 AM (Spotlights)
Variational Mixtures of ODEs for Inferring Cellular Gene Expression Dynamics
10:55 AM (Spotlights)
Bayesian Imitation Learning for End-to-End Mobile Manipulation
11:00 AM (Spotlights)
De novo mass spectrometry peptide sequencing with a transformer model
11:05 AM (Orals)
Learning inverse folding from millions of predicted structures
11:25 AM (Spotlights)
Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier Guidance
11:30 AM (Spotlights)
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection
11:35 AM (Spotlights)
Proximal Exploration for Model-guided Protein Sequence Design
11:40 AM (Spotlights)
Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval
11:45 AM (Spotlights)
How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity
11:50 AM (Spotlights)
Examining Scaling and Transfer of Language Model Architectures for Machine Translation
11:55 AM (Spotlights)
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks