Apple is sponsoring the Neural Data Processing Techniques (NeurIPS) convention, which is able to happen in individual from December 10 to 16 in New Orleans, Louisiana. NeurIPS is a worldwide convention targeted on fostering the change of analysis on neural info processing techniques of their organic, technological, mathematical, and theoretical features. Under is the schedule of Apple-sponsored workshops and occasions at NeurIPS 2023.
Schedule
Sunday, December 10
Monday, December 11
WORKSHOP
Black in AI
8:15 AM – 3:30 PM CST, Room R02-R05
WORKSHOP
LatinX in AI
8:15 AM – 3:30 PM CST, Room 217-219
Miguel Angel Bautista Martin will probably be taking part within the mentoring hour as a mentor.
WORKSHOP
Queer in AI
9:30 AM – 3:30 PM CST, Room R06-R09
WORKSHOP
Ladies in Machine Studying
8:00 AM – 3:30 PM CST, Nice Corridor
Derek Smith will probably be internet hosting a roundtable on Internships at Apple.
Tuesday, December 12
Wednesday, December 13
POSTER
DeepPCR: Parallelizing Sequential Operations in Neural Networksy
5:00 – 7:00 PM CST in Nice Corridor & Corridor B1+B2 #1009
Federico Danieli, Miguel Sarabia del Castillo, Pau Rodriguez,
POSTER
4M: Massively Multimodal Masked Modeling
5:00-7:00 PM CST in Nice Corridor & Corridor B1+B2 #1022
David Mizrahi, Mingfei Gao, Afshin Dehghan, Roman Bachmann, Oğuzhan Fatih Kar, Teresa Yeo, Amir Zamir
POSTER
Adaptive Weight Decay
5:00 – 7:00 PM CST in Nice Corridor & Corridor B1+B2 #721
Mohammad Amin Ghiasi, Ali Shafahim Reza Ardekani
Thursday, December 14
Friday, December 15
WORKSHOP
DistShift
9:00 AM – 5:00 PM CST, Room R06-R09
TiC-CLIP: Continuous Coaching of CLIP Fashions
Saurabh Garg, Hadi Pour Ansari, Mehrdad Farajtabar, Sachin Mehta, Raviteja Vemulapalli, Oncel Tuzel, Vaishaal Shankar, Fartash Faghri
Saturday, December 16
WORKSHOP
Generative AI and Biology
Producing Molecular Conformers with Manifold Diffusion Fields
Yuyang Wang, Ahmed Elhag, Navdeep Jaitly, Josh Susskind, Miguel Angel Bautista Martin
6:15 AM, Room 265 – 268
WORKSHOP
Self-Supervised Studying Concept and Apply
Bootstrap Your Personal Variance
Polina Turishcheva, Jason Ramapuram, Sinead Williamson, Dan Busbridge, Eeshan Gunesh Dhekane, Russ Webb
12:00 – 1:00 PM CST and 4:15 – 5:30 PM CST, Room 217-219
Accepted Papers
4M: Massively Multimodal Masked Modeling
David Mizrahi, Mingfei Gao, Afshin Dehghan, Roman Bachmann, Oğuzhan Fatih Kar, Teresa Yeo, Amir Zamir
Adaptive Weight Decay
Amin Ghiasi, Ali Shafahi, Reza Ardekani
Agnostically Studying Single-Index Fashions utilizing Omnipredictors
Aravind Gollakota, Parikshit Gopalan, Adam R. Klivans, Konstantinos Stavropoulos
PLANNER: Producing Diversified Paragraph by way of Latent Language Diffusion Mannequin
Yizhe Zhang, Jiatao Gu, Zhuofeng Wu, Shuangfei Zhai, Josh Susskind, Navdeep Jaitly
PDP: Parameter-free Differentiable Pruning is All You Want
Minsik Cho, Saurabh Adya, Devang Naik
Swap Agnostic Studying, or Characterizing Omniprediction by way of Multicalibration
Parikshit Gopalan, Michael P. Kim, Omer Reingold
Workshop Accepted Papers
ReLU Strikes Again: Exploiting Activation Sparsity in Massive Language Mannequin
Iman Mirzadeh, Keivan Alizadeh, Sachin Mehta, Carlo C Del Mundo, Oncel Tuzel, Golnoosh Samei, Mohammad Rastegari, Mehrdad Farajtabar
SAM-CLIP: Merging Imaginative and prescient Basis Fashions in the direction of Semantic and Spatial Understanding
Haoxiang Wang, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Mehrdad Farajtabar, Sachin Mehta, Mohammad Rastegari, Oncel Tuzel, Hadi Pouransari
What Algorithms can Transformers Study? A Research in Size Generalization
Hattie Zhou, Omid Saremi, Etai Littwin, Arwen Bradley, Noam Razin, Josh Susskind, Samy Bengio, Preetum Nakkiran
Demos
On-device Private Voice for Accessibility
On-device ML mannequin coaching is a key analysis space we deal with. On this demo we’ll share how we utilized text-to-speech mannequin adaptation know-how to Apple units to construct the non-public voice with restricted variety of recordings, in order that the people who find themselves prone to dropping their voice can retailer their voice and use it in stay speech when they don’t seem to be capable of converse.
Again to Again Siri Requests
Siri Directed Speech Detector (SDSD) runs fully on system. It makes use of data from acoustics, automated speech recognition system, and lexical info to determine if an utterance is directed in the direction of Siri or not. With this characteristic, Siri listens to consumer speech for a subsequent request, whereas it’s responding to the earlier request.
All NeurIPS attendees are invited to cease by the Apple sales space (sales space quantity 1103, positioned in Corridor C and D of the New Orleans Ernest N. Morial Conference Middle) to expertise these demos in individual.
Acknowledgements
Samy Bengio is a member of the NeurIPS 2023 Board.
Marian Stewart Bartlett is the NeurIPS 2023 Treasurer.
Alexander Toshev, Kunal Talwar, Navdeep Jaitly, Pierre Ablin, Preetum Nakkiran, Shuangfei Zhai, Vaishaal Shankar, Vitaly Feldman, and Yizhe Zhang are Space Chairs for NeurIPS 2023.
Marco Cuturi and Samy Bengio are NeurIPS 2023 Senior Space Chairs.
Audra McMillan is an Ethics Reviewer for NeurIPS 2023.
Tatiana Likhomanenko and Oncel Tuzel are NeurIPS 2023 Datasets and Benchmarks Space Chairs.
Aravind Gollakota, Arno Blaas, Barry Theobald, Bhavika Devnani, Bogdan Mazoure, Enrico Fini, Etai Littwin, Hilal Asi, Jason Ramapuram, Lyndon Duong, Miguel Sarabia, Pau Rodriguez, Rahul Sunil Bhalerao, Richard Bai, Skyler Seto, Tatiana Likhomanenko, Vimal Thilak, and Xavi Suau are Reviewers for NeurIPS 2023.