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Apple is sponsoring the Worldwide Convention on Machine Studying (ICML), which can happen in individual from July 23 to 29 in Honolulu, Hawai’i. ICML is a convention devoted to advancing synthetic intelligence, with over 6,000 attendees. Under is the schedule of Apple-sponsored workshops and occasions at ICML 2023.
Schedule
Sunday, July 23
- EXPO TALK
- Studying Iconic Scenes with Differential Privateness
- Vojta Jina
Monday, July 24
Tuesday, July 25
- POSTER
- NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion
- 11:00 AM – 1:30 PM LT in Exhibit Corridor 1 #231
- Jiatao Gu, Alex Trevithick, Kai-En Lin, Joshua M Susskind, Christian Theobalt, Lingjie Liu, Ravi Ramamoorthi
- POSTER
- The Monge Hole: A Regularizer to Be taught All Transport Maps
- 11:00 AM – 1:30 PM LT in Exhibit Corridor 1 #333
- Théo Uscidda, Marco Cuturi
- POSTER
- DUET: 2D Structured and Roughly Equivariant Representations
- 2:00 – 3:30 PM LT in Exhibit Corridor 1 #235
- Xavi Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella
- POSTER
- Stabilizing Transformer Coaching by Stopping Consideration Entropy Collapse
- 2:00 – 3:30 PM LT in Exhibit Corridor 1 #503
- Shuangfei Zhai, Tatiana Likhomanenko, Etai Littwin, Dan Busbridge, Jason Ramapuram, Yizhe Zhang, Jiatao Gu, Joshua M Susskind
- POSTER
- Monge, Bregman and Occam: Interpretable Optimum Transport in Excessive-Dimensions with Function-Sparse Maps
- 2:00 – 3:30 PM LT in Exhibit Corridor 1 #431
- Marco Cuturi, Michal Klein, Pierre Ablin
- ORAL
- Generalization on the Unseen, Logic Reasoning and Diploma Curriculum
- 6:50 PM LT in Assembly Room 316 A-C
- Emmanuel Abbe, Samy Bengio, Aryo Lotfi, Kevin Rizk
Wednesday, July 26
- POSTER
- UPSCALE: Unconstrained Channel Pruning
- 11:00 AM – 12:30 PM LT in Exhibit Corridor 1 #729
- Alvin Wan, Hanxiang Hao, Kaushik Patnaik, Yueyang Xu, Omer Hadad, David Güera, Zhile Ren, Qi Shan
- POSTER
- Close to-Optimum Algorithms for Non-public On-line Optimization within the Realizable Regime
- 2:00 – 3:30 PM LT in Exhibit Corridor 1 #801
- Hilal Asi, Vitaly Feldman, Tomer Koren, Kunal Talwar
- POSTER
- Generalization on the Unseen, Logic Reasoning and Diploma Curriculum
- 2:00 – 3:30 PM LT in Exhibit Corridor 1 #433
- Emmanuel Abbe, Samy Bengio, Aryo Lotfi, Kevin Rizk
Thursday, July 27
- POSTER
- Robustness in Multimodal Studying beneath Practice-Take a look at Modality Mismatch
- 10:30 AM – 12:00 PM LT in Exhibit Corridor 1 #717
- Brandon McKinzie, Vaishaal Shankar, Joseph Cheng, Yinfei Yang, Jonathon Shlens, Alexander Toshev
- POSTER
- The Position of Entropy and Reconstruction for Multi-View Self-Supervised Studying
- 10:30 AM – 12:00 PM LT in Exhibit Corridor 1 #220
- Borja Rodríguez Gálvez, Arno Blaas, Pau Rodriguez, Adam Golinski, Xavi Suau, Jason Ramapuram, Dan Busbridge, Luca Zappella
- POSTER
- Federated On-line and Bandit Convex Optimization
- 10:30 AM – 12:00 PM LT in Exhibit Corridor 1 #440
- Kumar Kshitij Patel, Lingxiao Wang, Aadirupa Saha, Nati Srebro
- POSTER
- From Robustness to Privateness and Again
- 1:30 – 3:00 PM LT in Exhibit Corridor 1 #438
- Hilal Asi, Jonathan Ullman, Lydia Zakynthinou
Friday July 28
Accepted Papers
From Robustness to Privateness and Again
Hilal Asi, Jonathan Ullman, Lydia Zakynthinou
Generalization on the Unseen, Logic Reasoning and Diploma Curriculum
Emmanuel Abbe, Samy Bengio, Aryo Lotfi, Kevin Rizk
Marco Cuturi, Michal Klein, Pierre Ablin
Close to-Optimum Algorithms for Non-public On-line Optimization within the Realizable Regime
Hilal Asi, Vitaly Feldman, Tomer Koren, Kunal Talwar
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion
Jiatao Gu, Alex Trevithick, Kai-En Lin, Joshua M Susskind, Christian Theobalt, Lingjie Liu, Ravi Ramamoorthi
Robustness in Multimodal Studying beneath Practice-Take a look at Modality Mismatch
Brandon McKinzie, Vaishaal Shankar, Joseph Cheng, Yinfei Yang, Jonathon Shlens, Alexander Toshev
Stabilizing Transformer Coaching by Stopping Consideration Entropy Collapse
Shuangfei Zhai, Tatiana Likhomanenko, Etai Littwin, Dan Busbridge, Jason Ramapuram, Yizhe Zhang, Jiatao Gu, Joshua M Susskind
The Monge Hole: A Regularizer to Be taught All Transport Maps
Théo Uscidda, Marco Cuturi
UPSCALE: Unconstrained Channel Pruning
Alvin Wan, Hanxiang Hao, Kaushik Patnaik, Yueyang Xu, Omer Hadad, David Güera, Zhile Ren, Qi Shan
Demos
Studying Iconic Scenes with Differential Privateness
This demo permits customers to browse warmth maps of widespread places and histograms of the pictures taken at every location. Be taught extra in regards to the analysis behind the appliance by studying the paper, Non-public Federated Statistics in an Interactive Setting.
Object Seize
Object Seize permits customers to generate excessive‑high quality 3D fashions from a collection of pictures taken on an iPhone or iPad. Utilizing CVML algorithms, Object Seize can analyze the overlap space between totally different photographs to match up landmarks, after which produce a 3D mannequin of a photographed object. These fashions can then be seen in AR Fast Look, seamlessly built-in into an Xcode mission, or utilized in skilled 3D content material workflows.
All ICML attendees are invited to cease by the Apple sales space (sales space quantity 101, positioned in Corridor III of the Hawai’i Conference Heart) to expertise these demos in individual.
Acknowledgements
Samy Bengio is a Senior Space Chair for ICML 2023.
Sinead Williamson is a Variety and Inclusion Chair for ICML 2023.
Marco Cuturi is a Communications Chair for ICML 2023.
Tatiana Likhomanenko, Rin Susa, Barry Theobald, Pau Rodriguez, Vimal Thilak, Pierre Ablin, Hilal Asi, Samira Abnar, Chen Huang, Vaishaal Shankar, Miguel Sarabia, Antoine Wehenkel, Agni Kumar, Bogdan Mazoure, Preetum Nakkiran, Rishika Agarwal, Yinfei Yang, Amir Shafiq, Jierui Lin, and Xavi Suau are reviewers for ICML 2023.
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