Jason Yosinski

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 40

Top Topics

Metropolis Hastings

Intrinsic Dimension

Top Venues

Publications

Maciej Sypetkowski, Morteza Rezanejad, Saber Saberian, Oren Kraus, John Urbanik, James Taylor, Ben Mabey, Mason Victors, Jason Yosinski, Alborz Rezazadeh Sereshkeh, Imran S. Haque, Berton Earnshaw
RxRx1: A Dataset for Evaluating Experimental Batch Correction Methods. CoRR (2023)
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023)
Maciej Sypetkowski, Morteza Rezanejad, Saber Saberian, Oren Kraus, John Urbanik, James Taylor, Ben Mabey, Mason Victors, Jason Yosinski, Alborz Rezazadeh Sereshkeh, Imran S. Haque, Berton Earnshaw
RxRx1: A Dataset for Evaluating Experimental Batch Correction Methods. CVPR Workshops (2023)
Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Rosanne Liu, Jason Yosinski, Pascale Fung
Language Models are Few-shot Multilingual Learners. CoRR (2021)
Niel Teng Hu, Xinyu Hu, Rosanne Liu, Sara Hooker, Jason Yosinski
When does loss-based prioritization fail? CoRR (2021)
Ashley D. Edwards, Himanshu Sahni, Rosanne Liu, Jane Hung, Ankit Jain, Rui Wang, Adrien Ecoffet, Thomas Miconi, Charles Isbell, Jason Yosinski
Estimating Q(s,s') with Deep Deterministic Dynamics Gradients. ICML (2020)
Ashley D. Edwards, Himanshu Sahni, Rosanne Liu, Jane Hung, Ankit Jain, Rui Wang, Adrien Ecoffet, Thomas Miconi, Charles Isbell, Jason Yosinski
Estimating Q(s, s') with Deep Deterministic Dynamics Gradients. CoRR (2020)
Mitchell Wortsman, Vivek Ramanujan, Rosanne Liu, Aniruddha Kembhavi, Mohammad Rastegari, Jason Yosinski, Ali Farhadi
Supermasks in Superposition. CoRR (2020)
Mitchell Wortsman, Vivek Ramanujan, Rosanne Liu, Aniruddha Kembhavi, Mohammad Rastegari, Jason Yosinski, Ali Farhadi
Supermasks in Superposition. NeurIPS (2020)
Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Nick Cheney, Patryk Chrabaszcz, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Léni K. Le Goff, Laura M. Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E. Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E. Moriarty, Jean-Baptiste Mouret, Anh Nguyen, Charles Ofria, Marc Parizeau, David P. Parsons, Robert T. Pennock, William F. Punch, Thomas S. Ray, Marc Schoenauer, Eric Schulte, Karl Sims, Kenneth O. Stanley, François Taddei, Danesh Tarapore, Simon Thibault, Richard A. Watson, Westley Weimer, Jason Yosinski
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. Artif. Life 26 (2) (2020)
Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu
Plug and Play Language Models: A Simple Approach to Controlled Text Generation. ICLR (2020)
Hattie Zhou, Janice Lan, Rosanne Liu, Jason Yosinski
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask. NeurIPS (2019)
Janice Lan, Rosanne Liu, Hattie Zhou, Jason Yosinski
LCA: Loss Change Allocation for Neural Network Training. NeurIPS (2019)
Hattie Zhou, Janice Lan, Rosanne Liu, Jason Yosinski
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask. CoRR (2019)
Janice Lan, Rosanne Liu, Hattie Zhou, Jason Yosinski
LCA: Loss Change Allocation for Neural Network Training. CoRR (2019)
Sam Greydanus, Misko Dzamba, Jason Yosinski
Hamiltonian Neural Networks. CoRR (2019)
Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu
Plug and Play Language Models: A Simple Approach to Controlled Text Generation. CoRR (2019)
Ted Moskovitz, Rui Wang, Janice Lan, Sanyam Kapoor, Thomas Miconi, Jason Yosinski, Aditya Rawal
First-Order Preconditioning via Hypergradient Descent. CoRR (2019)
Anh Nguyen, Jason Yosinski, Jeff Clune
Understanding Neural Networks via Feature Visualization: A survey. CoRR (2019)
Samuel Greydanus, Misko Dzamba, Jason Yosinski
Hamiltonian Neural Networks. NeurIPS (2019)
Ryan D. Turner, Jane Hung, Eric Frank, Yunus Saatchi, Jason Yosinski
Metropolis-Hastings Generative Adversarial Networks. ICML (2019)
Ryan D. Turner, Jane Hung, Yunus Saatci, Jason Yosinski
Metropolis-Hastings Generative Adversarial Networks. CoRR (2018)
Chunyuan Li, Heerad Farkhoor, Rosanne Liu, Jason Yosinski
Measuring the Intrinsic Dimension of Objective Landscapes. ICLR (Poster) (2018)
Rosanne Liu, Joel Lehman, Piero Molino, Felipe Petroski Such, Eric Frank, Alex Sergeev, Jason Yosinski
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution. CoRR (2018)
Lionel Gueguen, Alex Sergeev, Rosanne Liu, Jason Yosinski
Faster Neural Networks Straight from JPEG. ICLR (Workshop) (2018)
Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Patryk Chrabaszcz, Nick Cheney, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Leni K. Le Goff, Laura M. Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E. Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E. Moriarty, Jean-Baptiste Mouret, Anh Nguyen, Charles Ofria, Marc Parizeau, David P. Parsons, Robert T. Pennock, William F. Punch, Thomas S. Ray, Marc Schoenauer, Eric Schulte, Karl Sims, Kenneth O. Stanley, François Taddei, Danesh Tarapore, Simon Thibault, Westley Weimer, Richard A. Watson, Jason Yosinski
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. CoRR (2018)
Lionel Gueguen, Alex Sergeev, Ben Kadlec, Rosanne Liu, Jason Yosinski
Faster Neural Networks Straight from JPEG. NeurIPS (2018)
Rosanne Liu, Joel Lehman, Piero Molino, Felipe Petroski Such, Eric Frank, Alex Sergeev, Jason Yosinski
An intriguing failing of convolutional neural networks and the CoordConv solution. NeurIPS (2018)
Chunyuan Li, Heerad Farkhoor, Rosanne Liu, Jason Yosinski
Measuring the Intrinsic Dimension of Objective Landscapes. CoRR (2018)
Maithra Raghu, Justin Gilmer, Jason Yosinski, Jascha Sohl-Dickstein
SVCCA: Singular Vector Canonical Correlation Analysis for Deep Understanding and Improvement. CoRR (2017)
Anh Nguyen, Jeff Clune, Yoshua Bengio, Alexey Dosovitskiy, Jason Yosinski
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space. CVPR (2017)
Maithra Raghu, Justin Gilmer, Jason Yosinski, Jascha Sohl-Dickstein
SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability. NIPS (2017)
Anh Mai Nguyen, Alexey Dosovitskiy, Jason Yosinski, Thomas Brox, Jeff Clune
Synthesizing the preferred inputs for neurons in neural networks via deep generator networks. NIPS (2016)
Anh Nguyen, Jason Yosinski, Jeff Clune
Understanding Innovation Engines: Automated Creativity and Improved Stochastic Optimization via Deep Learning. Evol. Comput. 24 (3) (2016)
Anh Mai Nguyen, Jason Yosinski, Jeff Clune
Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks. CoRR (2016)
Anh Mai Nguyen, Alexey Dosovitskiy, Jason Yosinski, Thomas Brox, Jeff Clune
Synthesizing the preferred inputs for neurons in neural networks via deep generator networks. CoRR (2016)
Yixuan Li, Jason Yosinski, Jeff Clune, Hod Lipson, John E. Hopcroft
Convergent Learning: Do different neural networks learn the same representations? ICLR (2016)
Sina Honari, Jason Yosinski, Pascal Vincent, Christopher J. Pal
Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation. CVPR (2016)
Tim Taylor, Joshua Evan Auerbach, Josh C. Bongard, Jeff Clune, Simon J. Hickinbotham, Charles Ofria, Mizuki Oka, Sebastian Risi, Kenneth O. Stanley, Jason Yosinski
WebAL Comes of Age: A Review of the First 21 Years of Artificial Life on the Web. Artif. Life 22 (3) (2016)
Anh Nguyen, Jason Yosinski, Yoshua Bengio, Alexey Dosovitskiy, Jeff Clune
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space. CoRR (2016)
Guillaume Alain, Yoshua Bengio, Li Yao, Jason Yosinski, Eric Thibodeau-Laufer, Saizheng Zhang, Pascal Vincent
GSNs : Generative Stochastic Networks. CoRR (2015)
Anh Mai Nguyen, Jason Yosinski, Jeff Clune
Innovation Engines: Automated Creativity and Improved Stochastic Optimization via Deep Learning. GECCO (2015)
Sina Honari, Jason Yosinski, Pascal Vincent, Christopher J. Pal
Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation. CoRR (2015)
Jason Yosinski, Jeff Clune, Anh Mai Nguyen, Thomas J. Fuchs, Hod Lipson
Understanding Neural Networks Through Deep Visualization. CoRR (2015)
Harm de Vries, Jason Yosinski
Can deep learning help you find the perfect match? CoRR (2015)
Anh Mai Nguyen, Jason Yosinski, Jeff Clune
Deep neural networks are easily fooled: High confidence predictions for unrecognizable images. CVPR (2015)
Yixuan Li, Jason Yosinski, Jeff Clune, Hod Lipson, John E. Hopcroft
Convergent Learning: Do different neural networks learn the same representations? FE@NIPS (2015)
Jason Yosinski, Jeff Clune, Yoshua Bengio, Hod Lipson
How transferable are features in deep neural networks? NIPS (2014)
Anh Mai Nguyen, Jason Yosinski, Jeff Clune
Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images. CoRR (2014)
Jason Yosinski, Jeff Clune, Yoshua Bengio, Hod Lipson
How transferable are features in deep neural networks? CoRR (2014)
Yoshua Bengio, Eric Laufer, Guillaume Alain, Jason Yosinski
Deep Generative Stochastic Networks Trainable by Backprop. ICML (2014)
Yoshua Bengio, Eric Thibodeau-Laufer, Jason Yosinski
Deep Generative Stochastic Networks Trainable by Backprop. CoRR (2013)
Nick Cheney, Jeff Clune, Jason Yosinski, Hod Lipson
Hands-free Evolution of 3D-printable Objects via Eye Tracking CoRR (2013)
Suchan Lee, Jason Yosinski, Kyrre Glette, Hod Lipson, Jeff Clune
Evolving Gaits for Physical Robots with the HyperNEAT Generative Encoding: The Benefits of Simulation. EvoApplications (2013)
Jason Yosinski, Cooper Bills
MAV Stabilization using Machine Learning and Onboard Sensors CoRR (2012)
Sara Lohmann, Jason Yosinski, Eric Gold, Jeff Clune, Jeremy Blum, Hod Lipson
Aracna: An Open-Source Quadruped Platform for Evolutionary Robotics. ALIFE (2012)
Jason Yosinski, Jeff Clune, Diana Hidalgo, Sarah Nguyen, Juan Cristóbal Zagal, Hod Lipson
Evolving robot gaits in hardware: the HyperNEAT generative encoding vs. parameter optimization. ECAL (2011)
Jason Yosinski, Jeff Clune, Diana Hidalgo, Sarah Nguyen, Juan Cristóbal Zagal, Hod Lipson
Generating gaits for physical quadruped robots: evolved neural networks vs. local parameterized search. GECCO (Companion) (2011)
Scott M. Lundberg, Randy C. Paffenroth, Jason Yosinski
Analysis of CBRN sensor fusion methods. FUSION (2010)