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62 Results
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Workshop
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FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations Mirian Hipolito Garcia · Andre Manoel · Daniel Madrigal · Robert Sim · Dimitrios Dimitriadis |
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Workshop
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Detecting COVID-19 infection from ultrasound imaging with only five shots: A high-performing explainable deep few-shot learning network Jessy Song · Ashkan Ebadi · Adrian Florea · PENGCHENG XI · Alexander Wong |
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Poster
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Tue 9:00 |
Evaluating Out-of-Distribution Performance on Document Image Classifiers Stefan Larson · Yi Yang Gordon Lim · Yutong Ai · David Kuang · Kevin Leach |
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Poster
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Tue 14:00 |
Embrace the Gap: VAEs Perform Independent Mechanism Analysis Patrik Reizinger · Luigi Gresele · Jack Brady · Julius von Kügelgen · Dominik Zietlow · Bernhard Schölkopf · Georg Martius · Wieland Brendel · Michel Besserve |
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Expo Workshop
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Wed 9:30 |
PyTorch: New advances for large-scale training and performance optimizations Geeta Chauhan · Rohan Varma · Ke Wen · Taylor Robie · Andrew Gu · Anupam Bhatnagar · Bin Bao · Natalia Gimelshein · Animesh Jain · Sherlock Huang |
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Expo Workshop
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Mon 7:30 |
PyTorch: New advances for large-scale training and performance optimizations Geeta Chauhan · Rohan Varma · Ke Wen · Taylor Robie · Andrew Gu · Anupam Bhatnagar · Bin Bao · Natalia Gimelshein · Animesh Jain · Sherlock Huang |
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Poster
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Tue 14:00 |
Boosting the Performance of Generic Deep Neural Network Frameworks with Log-supermodular CRFs Hao Xiong · Yangxiao Lu · Nicholas Ruozzi |
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Poster
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Wed 9:00 |
Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex Charles Lovering · Jessica Forde · George Konidaris · Ellie Pavlick · Michael Littman |
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Poster
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Tue 14:00 |
Anticipating Performativity by Predicting from Predictions Celestine Mendler-Dünner · Frances Ding · Yixin Wang |
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Poster
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Thu 9:00 |
Performative Power Moritz Hardt · Meena Jagadeesan · Celestine Mendler-Dünner |
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Poster
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Tue 14:00 |
Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift Christina Baek · Yiding Jiang · Aditi Raghunathan · J. Zico Kolter |
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Poster
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Tue 14:00 |
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu |