Apple is presenting new analysis on the annual Worldwide Convention on Studying Representations (ICLR), which takes place in particular person in Rio de Janeiro, Brazil, from April 23 to 27. We’re proud to once more sponsor the convention, which brings collectively the scientific and industrial analysis communities targeted on deep studying. Beneath is an outline of Apple’s participation at ICLR 2026:
Bounce to a bit:
Cease by the Apple sales space #204 throughout exhibition hours: 9:30 AM – 5:30 PM (Thursday, April 23 – Saturday, April 25). All occasions referenced in schedule are in BRT (native time).
Schedule
Thursday, April 23
- POSTER
- Artificial Bootstrapped Pretraining
- 10:30 AM – 1:00 PM, Poster Session 1, Pavilion 4, #5204
- Zitong Yang (Stanford College), Aonan Zhang, Hong Liu (Stanford College), Emmanuel Candès (Stanford College), Tatsunori Hashimoto (Stanford College), Chong Wang, Ruoming Pang
- POSTER
- Stream Matching with Semidiscrete Couplings
- 3:15 PM – 5:45 PM, Poster Session 2, Pavilion 3, #0812
- Stephen Zhang (College of Melbourne), Seyed Alireza Mousavi Hosseini (College of Toronto), Michal Klein, Marco Cuturi
- POSTER
- Scaling Artificial Job Era for Brokers through Exploration
- 3:15 PM – 5:45 PM, Poster Session 2, Pavilion 3, #1719
- Ram Ramrakhya (Georgia Institute of Expertise), Harsh Agrawal, Anh Nguyen, Omar Attia, Bogdan Mazoure, Yuhao Yang, Zhe Gan, Andrew Szot, Alexander Toshev
- POSTER
- Much less Gaussians, Texture Extra: 4K Feed-Ahead Textured Splatting
- 3:15 PM – 5:45 PM, Poster Session 2, Pavilion 3, #1801
- Yixing Lao (The College of Hong Kong), Xuyang Bai, Xiaoyang Wu, Arnold Yan, Zixin Luo, Tian Fang, Danny Nahmias, Yanghai Tsin, Shiwei Li, Hengshuang Zhao (The College of Hong Kong)
- POSTER
- Study to Purpose Effectively with Adaptive Size-based Reward Shaping
- 3:15 PM – 5:45 PM, Poster Session 2, Pavilion 3, #1820
- Wei Liu (HKUST), Ruochen Zhou (HKUST), Yiyun Deng (HKUST), Yuzhen Huang (HKUST), Jaunting Liu (HLUST), Yuntian Deng (College of Waterloo), Yizhe Zhang, Junxian He (HKUST)
- POSTER
- MANZANO: A Easy and Scalable Unified Multimodal Mannequin with a Hybrid Imaginative and prescient Tokenizer
- 3:15 PM – 5:45 PM, Poster Session 2, Pavilion 3, #1921
- Yanghao Li, Rui Qian, Bowen Pan, Haotian Zhang, Haoshuo Huang, Bowen Zhang (Meta), Ashley Tong, Haoxuan You, Xianzhi Du, Zhe Gan, Hyunjik Kim, Chao Jia, Zhenbang Wang, Yinfei Yang, Mingfei Gao, Zi-Yi Dou, Wenze Hu, Chang Gao, Dongxu Li, Philipp Dufter, Zirui Wang, Guoli Yin, Zhengdong Zhang, Chen Chen, Yang Zhao, Ruoming Pang (Meta), Zhifeng Chen
- POSTER
- Studying to Purpose for Hallucination Span Detection
- 3:15 PM – 5:45 PM, Poster Session 2, Pavilion 3, #1924
- Hsuan Su, Ting-Yao Hu, Hema Koppula, Kundan Krishna, Hadi Pour Ansari, Cheng-Yu Hsieh, Cem Koc, Joseph Yitan Cheng, Oncel Tuzel, Raviteja Vemulapalli
- POSTER
- Entropy-Preserving Reinforcement Studying
- 3:15 PM – 5:45 PM, Poster Session 2, Pavilion 4, #4708
- Ben Lipkin (MIT), Aleksei Petrenko, Kevin Chen, Erik Wijmans, Marco Cusumano-Towner, Raja Giryes, Philipp Krähenbühl
Friday, April 24
- POSTER
- Sharp Monocular View Synthesis in Much less Than a Second
- 10:30 AM – 1:00 PM, Poster Session 3, Pavilion 4, #3207
- Lars Mescheder, Wei Dong, Shiwei Li, Xuyang Bai, Marcel Santos, Peiyun Hu, Bruno Lecouat, Mingmin Zhen, Amael Delaunoy, Tian Fang, Yanghai Tsin, Stephan Richter, Vladlen Koltun
- POSTER
- VLSU: Mapping the Limits of Joint Multimodal Understanding for AI Security
- 10:30 AM – 1:00 PM, Poster Session 3, Pavilion 4, #4104
- Shruti Palaskar, Leon Gatys, Mona Abdelrahman, Mar Jacobo, Larry Lindsey, Rutika Moharir, Gunnar Lund, Yang Xu, Navid Shiee, Jeffrey Bigham, Charlie Maalouf, Joseph Yitan Cheng
- POSTER
- LaDiR: Latent Diffusion Enhances LLMs for Textual content Reasoning
- 10:30 AM – 1:00 PM, Poster Session 3, Pavilion 4, #4916
- Murray Kang (UCSD), Yizhe Zhang, Nikki Kuang (UCSD), Nicklas Majamaki (UCSD), Navdeep Jaitly, Yian Ma (UCSD), Lianhui Qin (UCSD)
- POSTER
- Accomplished Hyperparameter Switch throughout Modules, Width, Depth, Batch and Period
- 3:15 PM – 5:45 PM, Poster Session 4, Pavilion 3, #0403
- Bruno Kacper Mlodozeniec (College of Cambridge), Pierre Ablin, Louis Béthune, Dan Busbridge, Michal Klein, Jason Ramapuram, Marco Cuturi
- POSTER
- Repeatedly Augmented Discrete Diffusion mannequin for Categorical Generative Modeling
- 3:15 PM – 5:45 PM, Poster Session 4, Pavilion 3, #0723
- Huangjie Zheng, Shansan Gong, Tianrong Chen, Ruixiang Zhang, Jiatao Gu, Mingyuan Zhou (College of Texas), Navdeep Jaitly, Yizhe Zhang
- POSTER
- Closing the Hole Between Textual content and Speech Understanding in LLMs
- 3:15 PM – 5:45 PM, Poster Session 4, Pavilion 3, #1401
- Santiago Cuervo, Skyler Seto, Maureen de Seyssel, Richard Bai, Zijin Gu, Tatiana Likhomanenko, Navdeep Jaitly, Zak Aldeneh
- POSTER
- Adaptive Pondering: Massive Language Fashions Know When to Assume in Latent House
- 3:15 PM – 5:45 PM, Poster Session 4, Pavilion 3, #2009
- Pingzhi Li (College of North Carolina, Chapel Hill), Bairu Hou (College of California, Santa Barbara), Yun Zhu, Yihao Feng, Ke Ye, Tao Lei, Zhifeng Chen, Tianlong Chen (College of North Carolina, Chapel Hill), Xianzhi Du
- POSTER
- BED-LLM: Clever Data Gathering with LLMs and Bayesian Experimental Design
- 3:15 PM – 5:45 PM, Poster Session 4, Pavilion 4, #4412
- Deepro Choudhury (College of Oxford), Sinead Williamson, Michael Kirchhof, Adam Golinski, Yizhe Zhang, Ning Miao (Metropolis College of Hong Kong), Freddie Bickford Smith (College of Oxford), Tom Rainforth (College of Oxford)
Saturday, April 25
- POSTER
- Knowledge-Centric Classes To Enhance Speech-Language Pretraining
- 3:15 PM – 5:45 PM, Poster Session 6, Pavilion 3, #1418
- Vishaal Udandarao, Zhiyun Lu, Yongqiang Wang, Albin Madappally Jose, Fartash Faghri, Xuankai Chang, Chung-Cheng Chiu, Joshua P. Gardner
- POSTER
- Limitations for Studying in an Evolving World: Mathematical Understanding of Lack of Plasticity
- 3:15 PM – 5:45 PM, Poster Session 6, Pavilion 4, #4202
- Amir Joudaki (ETH Zurich), Giulia Lanzillotta (ETH Zurich), Mohammad Samragh Razlighi, Iman Mirzadeh, Keivan Alizadeh Vahid, Thomas Hofmann (ETH Zurich), Mehrdad Farajtabar, Fartash Faghri
Sunday, April 26
- WORKSHOP
- Narrative of Time Throughout Scales (NoTS)
- 9:00 AM – 5:00 PM, Time Collection within the Age of Massive Fashions Workshop 2026, 205
- Wenrui Ma (College of Pennsylvania), Ran Liu, Ellen Zippi, Chris Sandino, Juri Minxha, Behrooz Mahasseni, Erdrin Azemi, Ali Moin, Eva Dyer (College of Pennsylvania)
Monday, April 27
- WORKSHOP
- Buying and selling Depth for Reminiscence: Robustifying LLMs towards Cache Constraints
- 9:00 AM – 5:00 PM, third Workshop on Check-Time Updates (TTU): Placing Updates to the Check! 2026, 206
- Joao Monteiro, Anastasiia Filippova, David Grangier, Marco Cuturi
- WORKSHOP
- LaCy: What Small Language Fashions Can and Ought to Study is Not Only a Query of Loss
- 9:00 AM – 5:00 PM, Workshop on Reminiscence for LLM-Based mostly Agentic Techniques 2026, 205
- Szilvia Reka Ujvary, Michael Kirchhof, Louis Béthune, Marco Cuturi, Pierre Ablin, Joao Monteiro
Native LLM inference on Apple silicon with MLX
This demo will showcase on-device LLM inference on a MacBook Professional with M5 Max utilizing MLX, Apple’s open-source array framework purpose-built for Apple silicon, working a quantized frontier coding mannequin completely regionally inside Xcode’s native improvement setting. The complete stack — MLX, mlx-lm, and mannequin weights — is open supply, inviting the analysis neighborhood to construct on and lengthen these strategies independently.
This demo reveals SHARP working on a set of pre-recorded photos or photos captured instantly by the consumer through the demo. Guests will expertise the quick course of from deciding on a picture, processing it with SHARP, and viewing the generated 3D Gaussian level cloud on an iPad Professional with the M5 chip.
Each MLX and SHARP demos might be out there on the Apple Sales space throughout exhibition hours.
Carl Vondrick is the ICLR 2026 Common Chair.
Alexander Toshev and Vladlen Koltun are Senior Space Chairs.
Carl Vondrick, Eugene Ndiaye, Fartash Faghri, Jiatao Gu, Joao Monteiro, Miguel Angel Bautista, Philipp Krähenbühl, Pierre Ablin, Shuangfei Zhai, and Yizhe Zhang, and Zhe Gan are Space Chairs.
Arno Blaas is a Workshop Co-Organizer, and Nicholas Apostoloff and Niv Sivakumar are Workshop Reviewers for “I Can’t Consider It’s Not Higher: Challenges in Utilized Deep Studying (ICBINB) 2026.”
Shirley Zou is a Workshop Co-Organizer for “AI with Recursive Self-Enchancment 2026.”
Adam Golinski, Anastasasiia Filippova, Andrew Silva, Andrew Szot, Arnav Kundu, Arno Blaas, Artem Sevastopolsky, Arwen Bradley, Barry-John Theobald, Chen Chen, Cheng-Yu Hsieh, Devon Hjelm, Gregor Bachmann, Honor Chen, Luca Zappella, Manjot Bilkhu, Meng Cao, Michael Kirchhof, Miguel Sarabia, Mohamad Shahbazi, Nicholas Apostoloff, Nikhil Bhendawade, Nivedha Sivakumar, Noam Elata, Omar Attia, Parth Thakkar, Parshin Shojaee, Peter Grasch, Ping Wang, Ran Liu, Raviteja Vemulapalli, Richard Bai, Roy Xie, Vikramjit Mitra, Vimal Thilak, and Zijin Gu are Reviewers.
AuthorsSilin Gao**, Antoine Bosselut†, Samy Bengio, Emmanuel Abbe
AuthorsMing Gui†‡*, Johannes Schusterbauer†‡*, Timy Phan†‡, Felix Krause†‡, Josh Susskind, Miguel Angel Bautista, Björn Ommer†‡
Adaptive Pondering: Massive Language Fashions Know When to Assume in Latent House
AuthorsDeepro Choudhury†, Sinead Williamson, Adam Goliński, Ning Miao‡, Freddie Bickford Smith†, Michael Kirchhof, Yizhe Zhang, Tom Rainforth†
AuthorsAmir Joudaki†, Giulia Lanzillotta†, Mohammad Samragh Razlighi, Iman Mirzadeh, Keivan Alizadeh, Thomas Hofmann†, Mehrdad Farajtabar, Fartash Faghri
AuthorsSantiago Cuervo†, Skyler Seto, Maureen de Seyssel, Richard He Bai, Zijin Gu, Tatiana Likhomanenko, Navdeep Jaitly, Zakaria Aldeneh
AuthorsBruno Mlodozeniec†**, Pierre Ablin, Louis Béthune, Dan Busbridge, Michal Klein, Jason Ramapuram, Marco Cuturi
AuthorsAleksandr Dremov**†, David Grangier, Angelos Katharopoulos, Awni Hannun
AuthorsHuangjie Zheng, Shansan Gong‡**, Ruixiang Zhang, Tianrong Chen, Jiatao Gu,, Mingyuan Zhou†**, Navdeep Jaitly, Yizhe Zhang
AuthorsVishaal Udandarao†‡, Zhiyun Lu, Xuankai Chang, Yongqiang Wang, Violet Z. Yao, Albin Madapally Jose, Fartash Faghri, Josh Gardner, Chung-Cheng Chiu
AuthorsShansan Gong†**, Ruixiang Zhang, Huangjie Zheng, Jiatao Gu, Navdeep Jaitly, Lingpeng Kong†**, Yizhe Zhang
AuthorsRyan Hoque*, Peide Huang*, David J. Yoon*, Mouli Sivapurapu, Jian Zhang
AuthorsWenhui Cui†**, Christopher M. Sandino, Hadi Pouransar, Ran Liu, Juri Minxha, Ellen L. Zippi, Erdrin Azemi, Behrooz Mahasseni
AuthorsAleksei Petrenko‡, Ben Lipkin†‡**, Kevin Chen, Erik Wijmans, Marco Cusumano-Towner, Raja Giryes, Philipp Krähenbühl
AuthorsStephen Zhang**, Seyed Alireza Mousavi Hosseini**, Michal Klein, Marco Cuturi
AuthorsAmin Karimi Monsefi†‡, Nikhil Bhendawade, Manuel R. Ciosici, Dominic Culver, Yizhe Zhang, Irina Belousova
AuthorsEmily Cheng†, Carmen Amo Alonso‡, Federico Danieli, Arno Blaas, Luca Zappella, Pau Rodríguez, Xavier Suau
AuthorsSilvia Sapora**, Devon Hjelm, Alexander Toshev, Omar Attia, Bogdan Mazoure
AuthorsSumanth Varambally**†, Thomas Voice, Yanchao Solar, Zhifeng Chen, Rose Yu†, Ke Ye
LaDiR: Latent Diffusion Enhances LLMs for Textual content Reasoning
Murray Kang (UCSD), Yizhe Zhang, Nikki Kuang (UCSD), Nicklas Majamaki (UCSD), Navdeep Jaitly, Yian Ma (UCSD), Lianhui Qin (UCSD)
Study to Purpose Effectively with Adaptive Size-based Reward Shaping
Wei Liu (HKUST), Ruochen Zhou (HKUST), Yiyun Deng (HKUST), Yuzhen Huang (HKUST), Jaunting Liu (HLUST), Yuntian Deng (College of Waterloo), Yizhe Zhang, Junxian He (HKUST)
AuthorsShenao Zhang†**, Donghan Yu, Yihao Feng, Bowen Jin‡**, Zhaoran Wang†, John Peebles**, Zirui Wang
AuthorsHsuan Su†, Ting-Yao Hu, Hema Swetha Koppula, Kundan Krishna, Hadi Pouransari, Cheng-Yu Hsieh, Cem Koc, Joseph Yitan Cheng, Oncel Tuzel, Raviteja Vemulapalli
AuthorsYixing Lao†**, Xuyang Bai, Xiaoyang Wu†, Nuoyuan Yan, Zixin Luo, Tian Fang, Jean-Daniel Nahmias, Yanghai Tsin, Shiwei Li, Hengshuang Zhao†
AuthorsJen-Hao Rick Chang‡, Xiaoming Zhao‡, Dorian Chan, Oncel Tuzel
AuthorsYanghao Li, Rui Qian, Bowen Pan, Haotian Zhang, Haoshuo Huang, Bowen Zhang†**, Jialing Tong, Haoxuan You, Xianzhi Du, Zhe Gan, Hyunjik Kim, Chao Jia, Zhenbang Wang, Yinfei Yang, Mingfei Gao, Zi-Yi Dou, Wenze Hu, Chang Gao, Dongxu Li, Philipp Dufter, Zirui Wang, Guoli Yin, Zhengdong Zhang, Chen Chen, Yang Zhao, Ruoming Pang†**, Zhifeng Chen
AuthorsFartash Faghri*, Pavan Kumar Anasossalu Vasu*, Cem Koc, Vaishaal Shankar†, Alexander Toshev, Oncel Tuzel, Hadi Pouransari
AuthorsSarah Ball†, Greg Gluch‡, Shafi Goldwasser‡, Frauke Kreuter†§, Omer Reingold¶, Man N. Rothblum
AuthorsFederico Danieli, Pau Rodriguez, Miguel Sarabia, Xavier Suau, Luca Zappella
AuthorsHadi Pouransari, David Grangier, C Thomas, Michael Kirchhof, Oncel Tuzel
AuthorsXianhang Li†, Chen Huang, Chun-Liang Li, Eran Malach, Josh Susskind, Vimal Thilak, Etai Littwin
AuthorsAlex Fang†**, Thomas Voice, Ruoming Pang**, Ludwig Schmidt†, Tom Gunter**
AuthorsJakub Krajewski**, Amitis Shidani, Dan Busbridge, Sam Wiseman, Jason Ramapuram
AuthorsMohammad Hossein Amani†, Aryo Lotfi†, Nicolas Mario Baldwin†, Samy Bengio, Mehrdad Farajtabar, Emmanuel Abbé*, Robert West*†
AuthorsRam Ramrakhya**, Andrew Szot, Omar Attia, Yuhao Yang, Anh Nguyen, Bogdan Mazoure, Zhe Gan, Harsh Agrawal, Alexander Toshev
AuthorsMichael Kirchhoff, Luca Füger†, Adam Goliński, Eeshan Gunesh Dhekane, Arno Blaas, Seong Joon Oh‡, Sinead Williamson
AuthorsAngie Boggust†, Donghao Ren, Yannick Assogba, Dominik Moritz, Arvind Satyanarayan†, Fred Hohman
AuthorsLars Mescheder, Wei Dong, Shiwei Li, Xuyang Bai, Marcel Santos, Peiyun Hu, Bruno Lecouat, Mingmin Zhen, Amaël Delaunoy, Tian Fang, Yanghai Tsin, Stephan R. Richter, Vladlen Koltun
AuthorsYuyang Wang, Jiarui Lu**, Navdeep Jaitly, Josh Susskind, Miguel Angel Bautista
AuthorsZitong Yang†‡, Aonan Zhang‡, Hong Liu†, Tatsunori Hashimoto†, Emmanuel Candès†, Chong Wang, Ruoming Pang
AuthorsGregor Bachmann, Yichen Jiang, Seyed Mohsen Moosavi Dezfooli, Moin Nabi
AuthorsEran Malach, Omid Saremi, Sinead Williamson, Arwen Bradley, Aryo Lotfi, Emmanuel Abbe, Josh Susskind, Etai Littwin
AuthorsPreetum Nakkiran, Arwen Bradley, Adam Goliński, Eugene Ndiaye, Michael Kirchhof, Sinead Williamson
AuthorsShruti Palaskar, Leon Gatys, Mona Abdelrahman, Mar Jacobo, Larry Lindsey, Rutika Moharir, Gunnar Lund, Yang Xu, Navid Shiee, Jeffrey Bigham, Charles Maalouf, Joseph Yitan Cheng
AuthorsJiayuan Ye, Vitaly Feldman, Kunal Talwar
AuthorsKundan Krishna, Joseph Y Cheng, Charles Maalouf, Leon A Gatys
AuthorsSzilvia Ujváry†**, Louis Béthune, Pierre Ablin, João Monteiro, Marco Cuturi, Michael Kirchhof
AuthorsBingbing Wen**, Sirajul Salekin, Feiyang Kang†, Lucy Lu Wang‡, Invoice Howe‡, Javier Movellan, Manjot Bilkhu
Narrative of Time Throughout Scales (NoTS)
Wenrui Ma (College of Pennsylvania), Ran Liu, Ellen Zippi, Chris Sandino, Juri Minxha, Behrooz Mahasseni, Erdrin Azemi, Ali Moin, Eva Dyer (College of Pennsylvania)
AuthorsSkyler Seto, Pierre Ablin, Anastasiia Filippova, Jiayuan Ye†, Louis Béthune, Angelos Katharopoulos, David Grangier
AuthorsAlec Helbling†**, Shruti Palaskar, Kundan Krishna, Polo Chau†, Leon Gatys‡, Joseph Yitan Cheng‡
AuthorsLorenzo Noci**, Gregor Bachmann, Seyed-Mohsen Moosavi-Dezfooli, Moin Nabi
Buying and selling Depth for Reminiscence: Robustifying LLMs towards Cache Constraints
Joao Monteiro, Anastasiia Filippova, David Grangier, Marco Cuturi
