NeurIPS 2024
NeurIPS 2024 is an interdisciplinary conference that brings together researchers in machine learning, neuroscience, statistics, optimization, computer vision, natural language processing, life sciences, natural sciences, social sciences, and other adjacent fields.
Sony is proud to be a Platinum Sponsor of NeurIPS 2024 and a Silver Sponsor of WiML 2024, an affinity event of NeurIPS 2024.
We look forward to this year's exciting sponsorship and exhibition opportunities, featuring a variety of ways to connect with participants in person.
Sony Exhibition Booth
Visit our booth at the exhibition to explore our latest technology firsthand and engage with our team.
Location: #72 (Hall A, West Building)
Sony Booth Open Hours:
- December 10th (Tue) 12:00 - 20:00 (PST)
- December 11th (Wed) 9:00 - 17:00 (PST)
- December 12th (Thu) 9:00 - 16:00 (PST)
Technology Presentation at Sony Booth
This schedule is subject to change (The latest schedule is always available at Sony Booth)
Neural Isometries: Taming Transformations for Equivariant ML
< Presentation >
Presenter : Thomas W. Mitchel
Date/Time :
- December 10th (Tue) 12:15 - 12:30 (PST)
- December 11th (Wed) 11:00 - 11:15 (PST)
A Taxonomy of Challenges to Curating Fair Datasets
< Presentation >
Presenter : Dora Zhao
Date/Time :
- December 12th (Thu) 11:00 - 11:15 (PST)
Navigating Bias from Start to Scale
< Presentation >
Presenter : Aida Rahmattalabi
Date/Time :
- December 11th (Wed) 14:15 - 14:30 (PST)
- December 12th (Thu) 11:15 - 11:30 (PST)
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping
< Presentation >
Presenter : Kazumi Fukuda
Date/Time :
- December 10th (Tue) 16:00 - 16:15, 18:45 - 19:00 (PST)
- December 11th (Wed) 9:35 - 9:50, 14:00 - 14:15, 16:30 - 16:45 (PST)
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
< Presentation >
Presenter: Chieh-Hsin Lai, Yuhta Takida
Date/Time :
- December 10th (Tue) 16:00 - 16:15, 18:45 - 19:00 (PST)
- December 11th (Wed) 16:30 - 16:45 (PST)
- December 12th (Thu) 9:35 - 9:50, 14:00 - 14:15 (PST)
OpenMU: Your Swiss Army Knife for Music Understanding
< Presentation >
Presenter: Satoshi Hayakawa
Date/Time :
- December 11th (Wed) 9:35 - 9:50, 14:00 - 14:15 (PST)
- December 12th (Thu) 9:35 - 9:50, 14:00 - 14:15 (PST)
Corporate Information
< Presentation >
Date/Time :
- December 10th (Tue) 19:00 - 19:15 (PST)
- December 11th (Wed) 9:50 - 10:05 (PST)
- December 12th (Thu) 14:15 - 14:30 (PST)
Technical Programs at NeurIPS 2024
Oral
A Taxonomy of Challenges to Curating Fair Datasets
- Authors : Dora Zhao, Morgan Klaus Scheuerman (Sony AI), Pooja Chitre, Jerone Andrews (Sony AI), Georgia Panagiotidou, Shawn Walker, Kathleen Pine, Alice Xiang (Sony AI)
- Date/Time : December 13th (Fri) 15:30 - 16:30 (PST) [Oral Session 6B]
- Location : West Meeting Room 211-214
Poster
Adaptable Logical Control for Large Language Models
- Authors : Honghua Zhang, Po-Nien Kung, Masahiro Yoshida (Sony Group Corporation), Guy Van den Broeck, Nanyun Peng
- Date/Time : December 11th (Wed) 16:30 - 19:30 (PST) [Poster Session 2]
- Location : West Ballroom A-D #7007
A Taxonomy of Challenges to Curating Fair Datasets
- Authors : Dora Zhao, Morgan Klaus Scheuerman (Sony AI), Pooja Chitre, Jerone Andrews (Sony AI), Georgia Panagiotidou, Shawn Walker, Kathleen Pine, Alice Xiang (Sony AI)
- Date/Time : December 13th (Fri) 16:30 - 19:30 (PST) [Poster Session 6]
- Location : East Exhibit Hall A-C #2905
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition
- Authors : Yuhang Wen, Mengyuan Liu, Songtao Wu (Sony R&D Center China), Beichen Ding
- Date/Time : December 12th (Thu) 11:00 - 14:00 (PST) [Poster Session 3]
- Location : East Exhibit Hall A-C #1305
CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence
- Authors : Chaochao Chen, Jiaming Zhang, Yizhao Zhang, Li Zhang, Lingjuan Lyu (Sony AI), Yuyuan Li, Biao Gong, Chenggang Yan
- Date/Time : December 13th (Fri) 16:30 - 19:30 (PST) [Poster Session 6]
- Location : East Exhibit Hall A-C #4006
DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release
- Authors : Farzaneh Askari, Lingjuan Lyu (Sony AI), Vivek Sharma (Sony AI/Sony Research)
- Date/Time : December 11th (Wed) 16:30 - 19:30 (PST) [Poster Session 2]
- Location : West Ballroom A-D #5303
Discovering Creative Behaviours through DUPLEX: Diverse Universal Features for Policy Exploration
- Authors : Borja G. Leon, Francesco Riccio (Sony AI), Kaushik Subramanian (Sony Europe Ltd.), Peter R. Wurman (Sony AI), Peter Stone (The University of Texas at Austin/Sony AI)
- Date/Time : December 12th (Thu) 11:00 - 14:00 (PST) [Poster Session 3]
- Location : West Ballroom A-D #6300
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection
- Authors : Jiaqi Wang, Xiaochen Wang, Lingjuan Lyu (Sony AI), Jinghui Chen, Fenglong Ma
- Date/Time : December 11th (Wed) 16:30 - 19:30 (PST) [Poster Session 2]
- Location : West Ballroom A-D #5409
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low- Rank Adaptations
- Authors : Ziyao Wang, Zheyu Shen, Yexiao He, Guoheng Sun, Hongyi Wang, Lingjuan Lyu (Sony AI), Ang Li
- Date/Time : December 13th (Fri) 16:30 - 19:30 (PST) [Poster Session 6]
- Location : East Exhibit Hall A-C #2309
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping
- Authors : Junyoung Seo (Sony AI/KAIST), Kazumi Fukuda (Sony AI), Takashi Shibuya (Sony AI), Takuya Narihira (Sony AI), Naoki Murata (Sony AI), Shoukang Hu (Sony AI), Chieh-Hsin Lai (Sony AI), Seungryong Kim, Yuki Mitsufuji (Sony AI/Sony Group Corporation)
- Date/Time : December 12th (Thu) 16:30 - 19:30 (PST) [Poster Session 4]
- Location : East Exhibit Hall A-C #2503
N-Agent Ad Hoc Teamwork
- Authors : Caroline Wang, Arrasy Rahman, Ishan Durugkar (Sony AI), Elad Liebman, Peter Stone (The University of Texas at Austin/Sony AI)
- Date/Time : December 13th (Fri) 11:00 - 14:00 (PST) [Poster Session 5]
- Location : West Ballroom A-D #6404
Neural Isometries: Taming Transformations for Equivariant ML
- Authors : Thomas W. Mitchel (PlayStation), Michael Taylor (Sony Interactive Entertainment), Vincent Sitzmann
- Date/Time : December 11th (Wed) 16:30 - 19:30 (PST) [Poster Session 2]
- Location : East Exhibit Hall A-C #2110
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
- Authors : Dongjun Kim, Chieh-Hsin Lai (Sony AI), Wei-Hsiang Liao (Sony AI), Yuhta Takida (Sony AI), Naoki Murata (Sony AI), Toshimitsu Uesaka (Sony AI), Yuki Mitsufuji (Sony AI/Sony Group Corporation), Stefano Ermonn
- Date/Time : December 11th (Wed) 11:00 - 14:00 (PST) [Poster Session 1]
- Location : West Ballroom A-D #7202
pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
- Authors : Jiaqi Wang, Qi Li, Lingjuan Lyu (Sony AI), Fenglong Ma
- Date/Time : December 11th (Wed) 11:00 - 14:00 (PST) [Poster Session 1]
- Location : West Ballroom A-D #6109
Through the Looking-Glass: Tracing Shifts in AI Data Consent across the Web
- Authors : Shayne Longpre, Robert Mahari, Ariel N. Lee, Campbell S. Lund, Hamidah Oderinwale, William Brannon, Nayan Saxena, Naana Obeng-Marnu, Tobin South, Cole J Hunter, Kevin Klyman, Christopher Klamm, Hailey Schoelkopf, Nikhil Singh, Manuel Cherep, Ahmad Mustafa Anis, An Dinh, Caroline Shamiso Chitongo, Da Yin, Damien Sileo, Deividas Mataciunas, Diganta Misra, Emad A. Alghamdi, Enrico Shippole, Jianguo Zhang, Joanna Materzynska, Kun Qian, Kushagra Tiwary, Lester James Validad Miranda, Manan Dey, Minnie Liang, Mohammed Hamdy, Niklas Muennighoff, Seonghyeon Ye, Seungone Kim, Shrestha Mohanty, Vipul Gupta, Vivek Sharma (Sony AI/Sony Research), Vu Minh Chien, Xuhui Zhou, Yizhi LI, Caiming Xiong, Luis Villa, Stella Biderman, Hanlin Li, Daphne Ippolito, Sara Hooker, Jad Kabbara, Alex Pentland
- Date/Time : December 11th (Wed) 16:30 - 19:30 (PST) [Poster Session 2]
- Location : West Ballroom A-D #5200
Towards Exact Gradient-based Training on Analog In-memory Computing
- Authors : Zhaoxian Wu, Tayfun Gokmen, Malte J. Rasch (Sony Europe Ltd.), Tianyi Chen
- Date/Time : December 11th (Wed) 11:00 - 14:00 (PST) [Poster Session 1]
- Location : West Ballroom A-D #5907
Workshop
● Generative AI and Creativity: A dialogue between machine learning researchers and creative professionals / Workshop Website
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation
- Authors : Yutong He, Alexander Robey, Naoki Murata (Sony AI), Yiding Jiang, Joshua Williams, George J. Pappas, Hamed Hassani, Yuki Mitsufuji (Sony AI/Sony Group Corporation), Ruslan Salakhutdinov, J. Zico Kolter
- Date/Time : December 14th (Sat) 8:15 - 17:30 (PST)
- Location : West Meeting Room 201
● Audio Imagination: NeurIPS 2024 Workshop on AI-Driven Speech, Music, and Sound Generation / Workshop Website
DisMix: Disentangling Mixtures of Musical Instruments for Source-level Pitch and Timbre Manipulation
- Authors : Yin-Jyun Luo, Kin Wai Cheuk (Sony AI), Woosung Choi (Sony AI), Toshimitsu Uesaka (Sony AI), Keisuke Toyama (Sony Group Corporation), Simon Dixon, Yuki Mitsufuji (Sony AI/Sony Group Corporation)
- Date/Time : December 14th (Sat) 8:15 - 17:30 (PST)
- Location : West Meeting Room 114, 115
● Workshop on Machine Learning and Compression / Workshop Website
Distillation of Discrete Diffusion through Dimensional Correlations
- Authors : Satoshi Hayakawa (Sony Group Corporation), Yuhta Takida (Sony AI), Masaaki Imaizumi, Hiromi Wakaki (Sony Group Corporation), Yuki Mitsufuji (Sony AI/Sony Group Corporation)
- Date/Time : December 15th (Sun) 8:15 - 17:30 (PST)
- Location : West Meeting Room 211-214
● Audio Imagination: NeurIPS 2024 Workshop on AI-Driven Speech, Music, and Sound Generation / Workshop Website
LOCKEY: A Novel Approach to Model Authentication and Deepfake Tracking
- Authors : Mayank Kumar Singh (Sony AI), Naoya Takahashi (Sony AI), Wei-Hsiang Liao, (Sony AI), Yuki Mitsufuji (Sony AI)
- Date/Time : December 14th (Sat) 8:15 - 17:30 (PST)
- Location : West Meeting Room 114, 115
● Audio Imagination: NeurIPS 2024 Workshop on AI-Driven Speech, Music, and Sound Generation / Workshop Website
SoundCTM: Uniting Score-based and Consistency Models for Text-to-Sound Generation
- Authors : Koichi Saito (Sony AI), Dongjun Kim, Takashi Shibuya (Sony AI), Chieh-Hsin Lai (Sony AI), Zhi Zhong (Sony Group Corporation), Yuhta Takida (Sony AI), Yuki Mitsufuji (Sony AI/Sony Group Corporation)
- Date/Time : December 14th (Sat) 8:15 - 17:30 (PST)
- Location : West Meeting Room 114, 115
● Bayesian Decision-making and Uncertainty / Workshop Website
Uncertainty Quantification and Calibration for Audio-driven Disease Diagnosis
- Authors : Shubham Kulkarni (Sony Group Corporation), Hideaki Watanabe (Sony Group Corporation), Fuminori Homma (Sony Group Corporation)
- Date/Time : December 14th (Sat) 8:15 - 5:30 (PST)
- Location : East Meeting Room 8, 15
● Workshop on Machine Learning and Compression / Workshop Website
VRVQ: Variable Bitrate Residual Vector Quantization for Audio Compression
- Authors : Yunkee Chae (Sony AI/IPAI), Woosung Choi (Sony AI), Yuhta Takida (Sony AI), Junghyun Koo (Sony AI), Yukara Ikemiya (Sony AI), Zhi Zhong (Sony Group Corporation), Kin Wai Cheuk (Sony AI), MarcoA.Martínez-Ramírez (Sony AI), Kyogu Lee, Wei-Hsiang Liao (Sony AI), Yuki Mitsufuji (Sony AI/Sony Group Corporation)
- Date/Time : December 15th (Sun) 8:15 - 17:30 (PST)
- Location : West Meeting Room 211-214
Competition
● Erasing the Invisible: A Stress-Test Challenge for Image Watermarks / Workshop Website
・Lightning talk by the second-place team of Beige-box
・Lightning talk by the third-place team of Black-box
- Authors : Koichi Sakumoto (Sony Group Corporation), Yuya Senzaki (Sony Group Corporation), Ai Takahashi (Sony Group Corporation)
- Date/Time : December 15th (Sun) 14:40 -15:40 (PST)
- Location : West Meeting Room 208
EXPO Workshop
Sony’s Efficient Content Creation and Editing through Deep Generative Models
- Authors : Chieh-Hsin Lai (Sony Research), Kazumi Fukuda (Sony Research), Koichi Saito (Sony Research), Satoshi Hayakawa (Sony Group Corporation), Dongjun Kim
- Date/Time : December 10th (Tue) 12:00 - 13:30 (PST)
- Location : West Meeting Room 301
Affinity Group Sponsorship
The 19th Women in Machine Learning Workshop (WiML 2024) is co-located with NeurIPS 2024 and will take place on December 10, 2024, at the Vancouver Convention Center, the same venue of NeurIPS. This workshop aims to support and promote women in the field of machine learning. It offers both in-person and virtual participation options.
In 2024, Sony is sponsoring to WiML 2024 as a Silver Sponsor.
● Women in Machine Learning / Workshop Website
- Date/Time : December 10th (Tue) 8:00 - 17:00 (PST)
- Location : West Meeting Room 211-214
Recruiting Information
We look forward to working with highly motivated individuals to fill the world with emotion and to pioneer future innovation through dreams and curiosity. If interested, please access to our career site and/or consider visiting the Sony Information Desk at Sony booth (Booth#: 72) at the NeurIPS exhibition hall (Hall A, West Building) to know more about Sony Group.
Career Site:
https://www.sony.com/en/SonyInfo/Careers/japan/
Sony Group Technology Portal
You can explore our technology by clicking HERE.