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. Beneath is the schedule of Apple-sponsored workshops and occasions at ICML 2023.
Schedule
Sunday, July 23
Monday, July 24
Tuesday, July 25
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
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
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
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
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
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
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
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
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
Robustness in Multimodal Studying beneath Prepare-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
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
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
From Robustness to Privateness and Again
1:30 – 3:00 PM LT in Exhibit Corridor 1 #438
Hilal Asi, Jonathan Ullman, Lydia Zakynthinou
Black in AI
5:45 – 7:30 PM LT in Assembly Room 313
Friday, July 28
Interpretable Machine Studying in Healthcare
9:00 AM – 5:00 PM LT in Ballroom C
Agni Kumar is a co-organizer of this workshop.
Synergy of Scientific and Machine Studying Modeling
9:00 AM – 5:00 PM LT in Assembly Room 320
Jörn-Henrik Jacobsen and Antoine Wehenkel are co-organizers of this workshop, Andrew C. Miller is an invited speaker/panelist for this workshop, and Tatiana Likhomanenko is a reviewer for this workshop.
Differentiable Nearly The whole lot: Differentiable Relaxations, Algorithms, Operators, and Simulators
9:00 AM – 5:00 PM LT in Assembly Room 310
Marco Cuturi is a co-organizer of this workshop.
Data and Logical Reasoning within the Period of Information-driven Studying
9:00 AM – 5:00 PM LT in Assembly Room 301
Samy Bengio is an invited speaker
Girls in Machine Studying
8:15 AM – 4:45 PM LT in Assembly Room 316C
Rishika Agarwal and Ivy Zhang will host a roundtable on mentorships through the workshop.
Federated Studying and Analytics in Follow: Algorithms, Programs, Functions, and Alternatives
9:00 AM – 5:00 PM LT in Assembly Room 311
Jianyu Wang is a co-organizer of this workshop. Vojta Jina is an invited speaker.
Accepted Paper: Inhabitants Growth for Coaching Language Fashions with Non-public Federated Studying
Tatsuki Koga, Congzheng Tune, Martin Pelikan, Mona Chitnis
Accepted Paper: Differentially Non-public Heavy Hitters utilizing Federated Analytics
Karan Chadha, Junye Chen, John Duchi, Vitaly Feldman, Hanieh Hashemi, Omid Javidbakht, Audra McMillan, Kunal Talwar
Saturday, July 29
Indigenous in AI
9:00 AM – 5:00 PM LT in Assembly Room 316C
It is a joint workshop with Queer in AI.
Sinead Williamson is a co-organizer of this workshop.
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
Monge, Bregman and Occam: Interpretable Optimum Transport in Excessive-Dimensions with Function-Sparse Maps
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 Prepare-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 common places and histograms of the pictures taken at every location. Be taught extra concerning the analysis behind the applying 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 completely different photos 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 venture, or utilized in skilled 3D content material workflows.
All ICML attendees are invited to cease by the Apple sales space (sales space quantity 101, situated in Corridor III of the Hawai’i Conference Middle) to expertise these demos in individual.
Acknowledgements
Samy Bengio is a Senior Space Chair for ICML 2023.
Ronan Collobert and Navdeep Jaitly are Space Chairs 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.