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Search All 2022 Events
44 Results
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Workshop
On Data Augmentation and Consistency-based Semi-supervised Relation Extraction
Komal Teru
Workshop
Semi-Supervised Cross-Consistency Contrastive Learning for Nuclei Segmentation in Histology Images
Raja Muhammad Saad Bashir · Talha Qaiser · Shan Raza · Nasir Rajpoot
Poster
Wed 9:00
Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model
Billy Jin · Will Ma
Poster
Tue 14:00
Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization
De Cheng · Yixiong Ning · Nannan Wang · Xinbo Gao · Heng Yang · Yuxuan Du · Bo Han · Tongliang Liu
Workshop
Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation
Viraj Prabhu · Shivam Khare · Deeksha Kartik · Judy Hoffman
Workshop
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
Paula Harder · Qidong Yang · Venkatesh Ramesh · Prasanna Sattigeri · Alex Hernandez-Garcia · Campbell Watson · Daniela Szwarcman · David Rolnick
Poster
Tue 9:00
Learning Consistency-Aware Unsigned Distance Functions Progressively from Raw Point Clouds
Junsheng Zhou · Baorui Ma · Yu-Shen Liu · Yi Fang · Zhizhong Han
Poster
Tue 14:00
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
Mengwei Ren · Neel Dey · Martin Styner · Kelly Botteron · Guido Gerig
Poster
On Translation and Reconstruction Guarantees of the Cycle-Consistent Generative Adversarial Networks
Anish Chakrabarty · Swagatam Das
Poster
Tue 14:00
Temporally-Consistent Survival Analysis
Lucas Maystre · Daniel Russo
Poster
Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction
Qiancheng Fu · Qingshan Xu · Yew Soon Ong · Wenbing Tao
Poster
Wed 14:00
Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks
Blake Bordelon · Cengiz Pehlevan
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