Readings<!-- --> | <!-- -->Steven Tang

Readings

I like reading!

Books

See Goodreads!

Currently Reading

Read

Papers Read (147)

  • Recurrent Policies Are Not Enough for Continual Reinforcement Learning (2024)

    Nathan de Lara, Veronica Chelu, Doina Precup
    2024-10-03

  • Towards Continual Reinforcement Learning: A Review and Perspectives (2020)

    Khetarpal, Khimya, Riemer, Matthew, Rish, Irina, Precup, Doina
    2024-09-26 — 2024-10-02

  • Forager: a light-weight testbed for never-ending reinforcement learning (2024)

    Anonymous
    2024-09-24

  • Temporal difference learning and TD-Gammon (1995)

    Tesauro, Gerald
    2024-09-09

    CMPUT 655

  • Loss of Plasticity in Deep Continual Learning (2024)

    Dohare, Shibhansh, Hernandez-Garcia, J. Fernando, Lan, Qingfeng, Rahman, Parash, Mahmood, A. Ruapm, Sutton, Richard S.
    2024-08-21

  • Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks (2024)

    Lee, Hojoon, Cho, Hyeonseo, Kim, Hyunseung, Kim, Donghu, Min, Dugki, Choo, Jaegul, Lyle, Clare
    2024-08-15, USRA 2024

  • Jelly Bean World: A Testbed for Never-Ending Learning (2020)

    Platanios, Emmanouil Antonios, Saparov, Abulhair, Mitchell, Tom
    2024-08-12 — 2024-08-14

  • The Cliff of Overcommitment with Policy Gradient Step Sizes (2024)

    Jordan, Scott M., Neumann, Samuel, Kostas, James E., White, Adam, Thomas, Philip S.
    2024-08-08

  • Adaptive Learning Rates for Gradient Boosting Machines (2024)

    Wang, Christopher, Wang, Zheng, Ouyang, Yunfei, Soleimani, Behrouz Haji
    2024-08-08

  • Investigating the Interplay of Prioritized Replay and Generalization (2024)

    Panahi, Parham Mohammad, Patterson, Andrew, White, Martha, White, Adam
    2024-07-31

  • Dissecting Deep RL with High Update Ratios: Combatting Value Divergence (2024)

    Hussing, Marcel, Voelcker, Claas, Gilitschenski, Igor, Farahmand, Amir-massoud, Eaton, Eric
    2024-07-16

  • K-percent Evaluation for Lifelong RL (2024)

    Mesbahi, Golnaz, Panahi, Parham Mohammad, Mastikhina, Olya, White, Martha, White, Adam
    2024-07-10

    USRA 2024

  • A standard benchmarking system for reinforcement learning (2006)

    White, Adam Murray
    2024-07-07 — 2024-07-10

  • Accurate structure prediction of biomolecular interactions with AlphaFold 3 (2024)

    Abramson, Josh, Adler, Jonas, Dunger, Jack, Evans, Richard, Green, Tim, Pritzel, Alexander, Ronneberger, Olaf, Willmore, Lindsay, Ballard, Andrew J., Bambrick, Joshua, Bodenstein, Sebastian W., Evans, David A., Hung, Chia-Chun, O’Neill, Michael, Reiman, David, Tunyasuvunakool, Kathryn, Wu, Zachary, Žemgulytė, Akvilė, Arvaniti, Eirini, Beattie, Charles, Bertolli, Ottavia, Bridgland, Alex, Cherepanov, Alexey, Congreve, Miles, Cowen-Rivers, Alexander I., Cowie, Andrew, Figurnov, Michael, Fuchs, Fabian B., Gladman, Hannah, Jain, Rishub, Khan, Yousuf A., Low, Caroline M. R., Perlin, Kuba, Potapenko, Anna, Savy, Pascal, Singh, Sukhdeep, Stecula, Adrian, Thillaisundaram, Ashok, Tong, Catherine, Yakneen, Sergei, Zhong, Ellen D., Zielinski, Michal, Žídek, Augustin, Bapst, Victor, Kohli, Pushmeet, Jaderberg, Max, Hassabis, Demis, Jumper, John M.
    2024-07-05

  • Deep Reinforcement Learning with Double Q-learning (2015)

    van Hasselt, Hado, Guez, Arthur, Silver, David
    2024-07-03 ⁠— 2024-07-04

  • Double Q-learning (2010)

    Hasselt, Hado
    2024-07-02 — 2024-07-03

  • Stop Regressing: Training Value Functions via Classification for Scalable Deep RL (2024)

    Farebrother, Jesse, Orbay, Jordi, Vuong, Quan, Taïga, Adrien Ali, Chebotar, Yevgen, Xiao, Ted, Irpan, Alex, Levine, Sergey, Castro, Pablo Samuel, Faust, Aleksandra, Kumar, Aviral, Agarwal, Rishabh
    2024-06-28

  • Model Merging by Uncertainty-Based Gradient Matching (2023)

    Daheim, Nico, Möllenhoff, Thomas, Ponti, Edoardo Maria, Gurevych, Iryna, Khan, Mohammad Emtiyaz
    2024-06-25 — 2024-06-27

    USRA 2024

  • Continual Auxiliary Task Learning (2022)

    McLeod, Matthew, Lo, Chunlok, Schlegel, Matthew, Jacobsen, Andrew, Kumaraswamy, Raksha, White, Martha, White, Adam
    2024-06-20 — 2024-06-21

  • Generalization in Reinforcement Learning: Successful Examples Using Sparse Coarse Coding (2024)

    Javed, Khurram, Sharifnassab, Arsalan, Sutton, Richard S.
    2024-06-14

  • Playing Atari with Deep Reinforcement Learning (2013)

    Mnih, Volodymyr, Kavukcuoglu, Koray, Silver, David, Graves, Alex, Antonoglou, Ioannis, Wierstra, Daan, Riedmiller, Martin
    2024-06-11

  • Continual Backprop: Stochastic Gradient Descent with Persistent Randomness (2021)

    Dohare, Shibhansh, Sutton, Richard S., Mahmood, A. Rupam
    2024-05-28

  • Deep Reinforcement Learning with Plasticity Injection (2023)

    Nikishin, Evgenii, Oh, Junhyuk, Ostrovski, Georg, Lyle, Clare, Pascanu, Razvan, Dabney, Will, Barreto, André
    2024-05-27

    USRA 2024

  • Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning (1999)

    Sutton, Richard S., Precup, Doina, Singh, Satinder
    2024-05-27

  • Generalization in reinforcement learning: safely approximating the value function (1994)

    Boyan, Justin A., Moore, Andrew W.
    2024-04-30

  • Machine Learning for Mealtime Blood Glucose Prediction in Hospitalized, Type 2 Diabetes Patients (2024)

    Leen Alzebdeh, Carissa Lin, Justin Rozeboom, Tural Bakhtiyarli, Eden Zhou, Xuemeng Wei, Menghan Chen
    2024-04-22

    CMPUT 469 TA

  • Plant Longevity and Protein Aggregation: A Possible Correlation Between Chaperones and Longevity (2022)

    Sagan Girod, Gane Ka-Shu Wong
    2024-04-22

    BIOIN 401

  • PCIP - Protein Complex and Interaction Prediction Database (2009)

    Unknown
    2024-04-22

    BIOIN 401

  • LLMs for AEC Code and Spec Review (2024)

    Advik Mehta, Anant Bhide, Falak Sethi, Hanzhe Ye, Shreyank Hebbar
    2024-04-21⁠ — 2024-04-22

    CMPUT 469 TA

  • Budgeted Active Learning for Ultrasound Image Segmentation (2024)

    Zhaoyu Li, Kian Kyars, Anthony Chen, Chong Wang, Samin Zaman, Mingze Sun
    2024-04-21

    CMPUT 469 TA

  • Visual Stimuli Reconstruction from Multi-subject fMRI data using Classifier-guided Diffusion (2024)

    Sam Scholnick-Hughes, Julia Dantas, Hobie Li, Vardan Saini, Grace Zhu, Alden Christianson
    2024-04-21

    CMPUT 469 TA

  • Applications of Search-based Methods and Reinforcement Learning in 3D GridWorld Construction (2024)

    Thanh Nguyen, Ryan Cooper, Truong-Giang Pham, Weiguo Jiang, Juan F. Lezama, Huy Ta
    2024-04-21

    CMPUT 469 TA

  • Effects of Environmental Changes on Agent Memory Usage (2024)

    Abrar Zahin, Leslie Qin, Shasta Johnsen-Sollos, Vincent Liu
    2024-04-21

    CMPUT 469 TA

  • Theming City of Edmonton Engagement Data (2024)

    Seth Rinehart, Aqib Muhamad Amran, Ayush Roy, Anubhav Parbhakar, Dhiraj Meenavilli
    2024-04-21

    CMPUT 469 TA

  • Heatmapper: web-enabled heat mapping for all (2016)

    Babicki, Sasha, Arndt, David, Marcu, Ana, Liang, Yongjie, Grant, Jason R., Maciejewski, Adam, Wishart, David S.
    2024-04-19

    BIOIN 401

  • The cascade-correlation learning architecture (1990)

    Fahlman, Scott E., Lebiere, Christian
    2024-04-17

    USRA 2024

  • Strengths, Weaknesses, and Combinations of Model-based and Model-free Reinforcement Learning (2015)

    Asadi Atui, Kavosh
    2024-04-17 ⁠— 2024-04-19

    USRA 2024

  • Generalization in Reinforcement Learning: Successful Examples Using Sparse Coarse Coding (1995)

    Sutton, Richard S.
    2024-04-12

  • A graph placement methodology for fast chip design (2021)

    Mirhoseini, Azalia, Goldie, Anna, Yazgan, Mustafa, Jiang, Joe Wenjie, Songhori, Ebrahim, Wang, Shen, Lee, Young-Joon, Johnson, Eric, Pathak, Omkar, Nazi, Azade, Pak, Jiwoo, Tong, Andy, Srinivasa, Kavya, Hang, William, Tuncer, Emre, Le, Quoc V., Laudon, James, Ho, Richard, Carpenter, Roger, Dean, Jeff
    2024-04-11

    TODO: Appendix

  • Prediction and Control in Continual Reinforcement Learning (2023)

    Anand, Nishanth, Precup, Doina
    2024-04-11 — 2024-04-12

    USRA 2024

  • PubTator 3.0: an AI-powered Literature Resource for Unlocking Biomedical Knowledge (2024)

    Wei, Chih-Hsuan, Allot, Alexis, Lai, Po-Ting, Leaman, Robert, Tian, Shubo, Luo, Ling, Jin, Qiao, Wang, Zhizheng, Chen, Qingyu, Lu, Zhiyong
    2024-04-08⁠ — 2024-04-11⁠

    BIOIN 401

  • Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering (2022)

    Lu, Pan, Mishra, Swaroop, Xia, Tony, Qiu, Liang, Chang, Kai-Wei, Zhu, Song-Chun, Tafjord, Oyvind, Clark, Peter, Kalyan, Ashwin
    2024-03-26⁠

    BIOIN 401

  • An integrative knowledge graph for rare diseases, derived from the Genetic and Rare Diseases Information Center (GARD) (2020)

    Zhu, Qian, Nguyen, Dac-Trung, Grishagin, Ivan, Southall, Noel, Sid, Eric, Pariser, Anne
    2024-03-25⁠

    BIOIN 401

  • G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering (2024)

    He, Xiaoxin, Tian, Yijun, Sun, Yifei, Chawla, Nitesh V., Laurent, Thomas, LeCun, Yann, Bresson, Xavier, Hooi, Bryan
    2024-02-26⁠

    BIOIN 401

  • Biomedical knowledge graph-enhanced prompt generation for large language models (2023)

    Soman, Karthik, Rose, Peter W, Morris, John H, Akbas, Rabia E, Smith, Brett, Peetoom, Braian, Villouta-Reyes, Catalina, Cerono, Gabriel, Shi, Yongmei, Rizk-Jackson, Angela, Israni, Sharat, Nelson, Charlotte A, Huang, Sui, Baranzini, Sergio E
    2024-02-25⁠ — 2024-02-26⁠

    BIOIN 401

  • Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks (2020)

    Lewis, Patrick, Perez, Ethan, Piktus, Aleksandra, Petroni, Fabio, Karpukhin, Vladimir, Goyal, Naman, Küttler, Heinrich, Lewis, Mike, Yih, Wen-tau, Rocktäschel, Tim, Riedel, Sebastian, Kiela, Douwe
    2024-02-24⁠

    BIOIN 401

  • Rare disease-based scientific annotation knowledge graph (2022)

    Zhu, Qian, Qu, Chunxu, Liu, Ruizheng, Vatas, Gunjan, Clough, Andrew, Nguyễn, Ðắc-Trung, Sid, Eric, Mathé, Ewy, Xu, Yanji
    2024-02-06

    BIOIN 401

  • Large Language Models for Generative Information Extraction: A Survey (2023)

    Xu, Derong, Chen, Wei, Peng, Wenjun, Zhang, Chao, Xu, Tong, Zhao, Xiangyu, Wu, Xian, Zheng, Yefeng, Chen, Enhong
    2024-01-31

    BIOIN 401

  • Structured information extraction from complex scientific text with fine-tuned large language models (2022)

    Dunn, Alexander, Dagdelen, John, Walker, Nicholas, Lee, Sanghoon, Rosen, Andrew S., Ceder, Gerbrand, Persson, Kristin, Jain, Anubhav
    2024-01-31 ⁠— 2024-02-02

    BIOIN 401, TODO: Read Supplementary Information

  • Investigating the Properties of Neural Network Representations in Reinforcement Learning (2022)

    Wang, Han, Miahi, Erfan, White, Martha, Machado, Marlos C., Abbas, Zaheer, Kumaraswamy, Raksha, Liu, Vincent, White, Adam
    2024-01-26, 2024-07-11 ⁠— 2024-07-15

    USRA 2024

  • GVFs in the real world: making predictions online for water treatment (2023)

    Janjua, Muhammad Kamran, Shah, Haseeb, White, Martha, Miahi, Erfan, Machado, Marlos C., White, Adam
    2024-01-25⁠ — 2025-01-26

  • Loss of Plasticity in Continual Deep Reinforcement Learning (2023)

    Abbas, Zaheer, Zhao, Rosie, Modayil, Joseph, White, Adam, Machado, Marlos C.
    2024-01-24

  • Measuring and Mitigating Interference in Reinforcement Learning (2023)

    Liu, Vincent, Wang, Han, Tao, Ruo Yu, Javed, Khurram, White, Adam, White, Martha
    2024-01-23⁠ — 2024-01-24

    TODO: read Appendix

  • Seven technologies to watch in 2024 (2024)

    Eisenstein, Michael
    2024-01-22

  • Reward-respecting subtasks for model-based reinforcement learning (2023)

    Sutton, Richard S., Machado, Marlos C., Holland, G. Zacharias, Szepesvari, David, Timbers, Finbarr, Tanner, Brian, White, Adam
    2024-01-19 ⁠— 2024-01-22

  • Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement (2018)

    Neumann, Samuel, Lim, Sungsu, Joseph, Ajin, Pan, Yangchen, White, Adam, White, Martha
    2024-01-12

    TODO: read Appendix A-D

  • No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL (2022)

    Wang, Han, Sakhadeo, Archit, White, Adam, Bell, James, Liu, Vincent, Zhao, Xutong, Liu, Puer, Kozuno, Tadashi, Fyshe, Alona, White, Martha
    2024-01-12 ⁠— 2024-01-19

    TODO: read Appendix

  • Empirical Design in Reinforcement Learning (2023)

    Patterson, Andrew, Neumann, Samuel, White, Martha, White, Adam
    2024-01-10 ⁠— 2024-01-11,2024-05-28

  • CELL-E 2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer (2023)

    Khwaja, Emaad, Song, Yun S., Agarunov, Aaron, Huang, Bo
    2024-01-09 ⁠— 2024-01-10

  • CELL-E: Biological Zero-Shot Text-to-Image Synthesis for Protein Localization Prediction (2022)

    Emaad Khwaja, Yun S. Song, Bo Huang
    2024-01-08

  • The Law of Accelerating Returns (2004)

    Kurzweil, Ray
    2023-12-31 ⁠— 2024-01-31

  • AI under the microscope: the algorithms powering the search for cells (2023)

    Eisenstein, Michael
    2023-12-03

  • Highly accurate protein structure prediction with AlphaFold (2021)

    John Jumper, Richard Evans, Alexander Pritzel, Tim Green, Michael Figurnov, Olaf Ronneberger, Kathryn Tunyasuvunakool, Russ Bates, Augustin \vZ\'\idek, Anna Potapenko, Alex Bridgland, Clemens Meyer, Simon A. A. Kohl, Andrew J. Ballard, Andrew Cowie, Bernardino Romera-Paredes, Stanislav Nikolov, Rishub Jain, Jonas Adler, Trevor Back, Stig Petersen, David Reiman, Ellen Clancy, Michal Zielinski, Martin Steinegger, Michalina Pacholska, Tamas Berghammer, Sebastian Bodenstein, David Silver, Oriol Vinyals, Andrew W. Senior, Koray Kavukcuoglu, Pushmeet Kohli, Demis Hassabis
    2023-10-29

  • Improved protein structure prediction using potentials from deep learning (2020)

    Andrew W. Senior, Richard Evans, John Jumper, James Kirkpatrick, Laurent Sifre, Tim Green, Chongli Qin, Augustin \vZ\'\idek, Alexander W. R. Nelson, Alex Bridgland, Hugo Penedones, Stig Petersen, Karen Simonyan, Steve Crossan, Pushmeet Kohli, David T. Jones, David Silver, Koray Kavukcuoglu, Demis Hassabis
    2023-10-29

  • Did our ancestors nearly die out? (2023)

    Nick Ashton, Chris Stringer
    2023-09-21

  • 'Democracy in microscopy': cheap light microscope delivers super-resolution images (2023)

    Ewen Callaway
    2023-09-17

  • Visual space task specification, planning and control (1995)

    M. Jagersand, R. Nelson
    2023-08-28

    USRA 2023

  • Demonstrate Once, Imitate Immediately (DOME): Learning Visual Servoing for One-Shot Imitation Learning (2022)

    Valassakis, Eugene, Papagiannis, Georgios, Di Palo, Norman, Johns, Edward
    2023-08-15

    USRA 2023

  • Residual Reinforcement Learning for Robot Control (2018)

    Johannink, Tobias, Bahl, Shikhar, Nair, Ashvin, Luo, Jianlan, Kumar, Avinash, Loskyll, Matthias, Ojea, Juan Aparicio, Solowjow, Eugen, Levine, Sergey
    2023-08-15

    USRA 2023

  • The Unreasonable Effectiveness of Data (2009)

    Alon Halevy, Peter Norvig, Fernando Pereira
    2023-07-21

  • Generalizable task representation learning from human demonstration videos: a geometric approach (2022)

    Jin, Jun, Jagersand, Martin
    2023-07-04

    USRA 2023

  • Jump-Start Reinforcement Learning (2022)

    Uchendu, Ikechukwu, Xiao, Ted, Lu, Yao, Zhu, Banghua, Yan, Mengyuan, Simon, Joséphine, Bennice, Matthew, Fu, Chuyuan, Ma, Cong, Jiao, Jiantao, Levine, Sergey, Hausman, Karol
    2023-07-04

    USRA 2023

  • Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress (2022)

    Agarwal, Rishabh, Schwarzer, Max, Castro, Pablo Samuel, Courville, Aaron, Bellemare, Marc G.
    2023-07-04

    USRA 2023

  • Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey (2020)

    Zhao, Wenshuai, Queralta, Jorge Peña, Westerlund, Tomi
    2023-07-03

    USRA 2023

  • Analyzing Neural Jacobian Methods in Applications of Visual Servoing and Kinematic Control (2021)

    Przystupa, Michael, Dehghan, Masood, Jagersand, Martin, Mahmood, A. Rupam
    2023-06-29

    USRA 2023

  • Visual servo control. I. Basic approaches (2006)

    Francois Chaumette, Seth Hutchinson
    2023-06-27 ⁠— 2023-06-29

    USRA 2023

  • Community-Wide Evaluation of Computational Function Prediction (2016)

    Iddo Friedberg, Predrag Radivojac
    2023-06-20 ⁠— 2023-06-22

  • A ( not so ) Quick Introduction to Protein Function Prediction (2013)

    Predrag Radivojac
    2023-06-20

  • FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness (2022)

    Dao, Tri, Fu, Daniel Y., Ermon, Stefano, Rudra, Atri, Ré, Christopher
    2023-06-15 ⁠— 2023-06-19

  • Model-based and model-free reinforcement learning for visual servoing (2009)

    A.M. Farahmand, A. Shademan, M. Jagersand, C. Szepesvari
    2023-06-12

    USRA 2023

  • Global visual-motor estimation for uncalibrated visual servoing (2007)

    Amir massoud Farahmand, Azad Shademan, Martin Jagersand
    2023-06-12

    USRA 2023

  • Experimental evaluation of uncalibrated visual servoing for precision manipulation (1997)

    M. Jagersand, O. Fuentes, R. Nelson
    2023-06-12

    USRA 2023

  • A Neural Probabilistic Language Model (2003)

    Bengio, Yoshua, Ducharme, Réjean, Vincent, Pascal, Janvin, Christian
    2023-06-06 ⁠— 2023-06-07

  • Towards Vision-Based Deep Reinforcement Learning for Robotic Motion Control (2015)

    Zhang, Fangyi, Leitner, Jürgen, Milford, Michael, Upcroft, Ben, Corke, Peter
    2023-06-01

    USRA 2023

  • Real-Time Reinforcement Learning for Vision-Based Robotics Utilizing Local and Remote Computers (2022)

    Wang, Yan, Vasan, Gautham, Mahmood, A. Rupam
    2023-05-31

    USRA 2023

  • Asynchronous Reinforcement Learning for Real-Time Control of Physical Robots (2022)

    Yufeng Yuan, A. Rupam Mahmood
    2023-05-31 ⁠— 2023-06-01

    USRA 2023

  • Distilling the Knowledge in a Neural Network (2015)

    Hinton, Geoffrey, Vinyals, Oriol, Dean, Jeff
    2023-05-29 ⁠— 2023-05-30

  • LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention (2023)

    Zhang, Renrui, Han, Jiaming, Zhou, Aojun, Hu, Xiangfei, Yan, Shilin, Lu, Pan, Li, Hongsheng, Gao, Peng, Qiao, Yu
    2023-05-23

  • Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research (2018)

    Matthias Plappert, Marcin Andrychowicz, Alex Ray, Bob McGrew, Bowen Baker, Glenn Powell, Jonas Schneider, Josh Tobin, Maciek Chociej, Peter Welinder, Vikash Kumar, Wojciech Zaremba
    2023-05-18

    USRA 2023

  • Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning (2023)

    Haarnoja, Tuomas, Moran, Ben, Lever, Guy, Huang, Sandy H., Tirumala, Dhruva, Wulfmeier, Markus, Humplik, Jan, Tunyasuvunakool, Saran, Siegel, Noah Y., Hafner, Roland, Bloesch, Michael, Hartikainen, Kristian, Byravan, Arunkumar, Hasenclever, Leonard, Tassa, Yuval, Sadeghi, Fereshteh, Batchelor, Nathan, Casarini, Federico, Saliceti, Stefano, Game, Charles, Sreendra, Neil, Patel, Kushal, Gwira, Marlon, Huber, Andrea, Hurley, Nicole, Nori, Francesco, Hadsell, Raia, Heess, Nicolas
    2023-05-18 ⁠— 2023-05-23

  • Attention Is All You Need (2017)

    Vaswani, Ashish, Shazeer, Noam, Parmar, Niki, Uszkoreit, Jakob, Jones, Llion, Gomez, Aidan N., Kaiser, Lukasz, Polosukhin, Illia
    2023-05-08

  • Modular tracking framework: A fast library for high precision tracking (2017)

    Abhineet Singh, Martin Jagersand
    2023-05-02

    USRA 2023

  • The Alberta Plan for AI Research (2022)

    Sutton, Richard S., Bowling, Michael, Pilarski, Patrick M.
    2023-05-02

  • Forecasting COVID-19 Using Latent Subpopulations (2023)

    Charles Perez, Ilia Kamyab, Ivan Stoyanov, Ryan Spurrell, Sree Nidhi Thanneeru
    2023-04-21

    CMPUT 469

  • Maternal uniparental disomy of chromosome 7 underlying argininosuccinic aciduria and Silver-Russell syndrome (2022)

    Atsushi Hattori, Torayuki Okuyama, Tetsumin So, Motomichi Kosuga, Keiko Ichimoto, Kei Murayama, Masayo Kagami, Maki Fukami, Yasuyuki Fukuhara
    2023-04-06

    GENET 302

  • Automatic Panoramic Image Stitching using Invariant Features (2006)

    Matthew Brown, David G. Lowe
    2023-03-30 ⁠— 2022-04-12

    CMPUT 428

  • Prevention of muscular dystrophy in mice by CRISPR/Cas9–mediated editing of germline DNA (2014)

    Chengzu Long, John R. McAnally, John M. Shelton, Alex A. Mireault, Rhonda Bassel-Duby, Eric N. Olson
    2023-03-28

    GENET 302

  • Centromeres (2016)

    Lisa E. Kursel, Harmit S. Malik
    2023-03-27

    GENET 302

  • ORB-SLAM: A Versatile and Accurate Monocular SLAM System (2015)

    Mur-Artal, Raúl, Montiel, J. M. M., Tardós, Juan D.
    2023-03-24 ⁠— 2023-01-29

    CMPUT 428

  • How to Use t-SNE Effectively (2016)

    Wattenberg, Martin, Viégas, Fernanda, Johnson, Ian
    2023-03-19

    CMPUT 412

  • You Only Look Once: Unified, Real-Time Object Detection (2015)

    Redmon, Joseph, Divvala, Santosh, Girshick, Ross, Farhadi, Ali
    2023-03-18

    CMPUT 469

  • A humanized knockin mouse model of Duchenne muscular dystrophy and its correction by CRISPR-Cas9 therapeutic gene editing (2022)

    Yu Zhang, Hui Li, Takahiko Nishiyama, John R. McAnally, Efrain Sanchez-Ortiz, Jian Huang, Pradeep P.A. Mammen, Rhonda Bassel-Duby, Eric N. Olson
    2023-03-13 ⁠— 2023-03-14

    GENET 302

  • Disruption of the Responsible Gene in a Phosphoglucomutase 1 Deficiency Patient by Homozygous Chromosomal Inversion (2018)

    Katsuyuki Yokoi, Yoko Nakajima, Tamae Ohye, Hidehito Inagaki, Yoshinao Wada, Tokiko Fukuda, Hideo Sugie, Isao Yuasa, Tetsuya Ito, Hiroki Kurahashi
    2023-02-24

    GENET 302

  • USB: A Unified Semi-supervised Learning Benchmark for Classification (2022)

    Wang, Yidong, Chen, Hao, Fan, Yue, Sun, Wang, Tao, Ran, Hou, Wenxin, Wang, Renjie, Yang, Linyi, Zhou, Zhi, Guo, Lan-Zhe, Qi, Heli, Wu, Zhen, Li, Yu-Feng, Nakamura, Satoshi, Ye, Wei, Savvides, Marios, Raj, Bhiksha, Shinozaki, Takahiro, Schiele, Bernt, Wang, Jindong, Xie, Xing, Zhang, Yue
    2023-02-15

    CMPUT 469

  • The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical Study (2006)

    Xu-ying Liu, Zhi-hua Zhou
    2023-02-06

    CMPUT 469

  • Olive Disease Classification Based on Vision Transformer and CNN Models (2022)

    Hamoud Alshammari, Karim Gasmi, Ibtihel Ben Ltaifa, Moez Krichen, Lassaad Ben Ammar, Mahmood A. Mahmood
    2023-02-01

    CMPUT 469

  • Visual Transformers and Convolutional Neural Networks for Disease Classification on Radiographs: A Comparison of Performance, Sample Efficiency, and Hidden Stratification (2022)

    Zachary R. Murphy, Kesavan Venkatesh, Jeremias Sulam, Paul H. Yi
    2023-02-01 ⁠— 2023-02-02

    CMPUT 469

  • Insights on repetitive DNA behavior in two species of Ctenus~Walckenaer, 1805 and Guasuctenus Polotow and Brescovit, 2019 (Araneae, Ctenidae): Evolutionary profile of H3 histone, 18S rRNA genes and heterochromatin distribution (2020)

    Matheus Pires Rincão, Antonio Domingos Brescovit, Ana Lúcia Dias
    2023-01-30

    GENET 302

  • A 6Mb deletion in band 2q22 due to a complex chromosome rearrangement associated with severe psychomotor retardation, microcephaly and distinctive dysmorphic facial features (2007)

    M.J.V. Hoffer, Y. Hilhorst-Hofstee, J. Knijnenburg, K.-B. Hansson, A.C. Engelberts, L.A.E.M. Laan, E. Bakker, C. Rosenberg
    2023-01-30

    GENET 302

  • A multi-state occupancy model to non-invasively monitor visible signs of wildlife health with camera traps that accounts for image quality (2021)

    Maureen H. Murray, Mason Fidino, Elizabeth W. Lehrer, Juniper L. Simonis, Seth B. Magle
    2023-01-27 ⁠— 2022-01-31

    CMPUT 469

  • Understanding the state of the Art in Animal detection and classification using computer vision technologies (2021)

    Ferrante, Gabriel S., Rodrigues, Felipe M., Andrade, Fernando R. H., Goularte, Rudinei, Meneguette, Rodolfo I.
    2023-01-26 ⁠— 2023-01-27

    CMPUT 469

  • An Autosomal Translocation 73, XY, t(12;20)(q11;q11) in an Infertile Male Llama (Lama glama) With Teratozoospermia (2019)

    Malorie P. Baily, Felipe Avila, Pranab J. Das, Michelle A. Kutzler, Terje Raudsepp
    2023-01-25

    GENET 302

  • Using Object Detection Models to Identify and Count Arctic Wildlife (2022)

    Emily Halina, Robert Joseph, Nicholas Rebstock, Patrick Wyrod, Sandipan Nath
    2023-01-25

    CMPUT 469

  • Mastering the game of Stratego with model-free multiagent reinforcement learning (2022)

    Julien Perolat, Bart De Vylder, Daniel Hennes, Eugene Tarassov, Florian Strub, Vincent de Boer, Paul Muller, Jerome T. Connor, Neil Burch, Thomas Anthony, Stephen McAleer, Romuald Elie, Sarah H. Cen, Zhe Wang, Audrunas Gruslys, Aleksandra Malysheva, Mina Khan, Sherjil Ozair, Finbarr Timbers, Toby Pohlen, Tom Eccles, Mark Rowland, Marc Lanctot, Jean-Baptiste Lespiau, Bilal Piot, Shayegan Omidshafiei, Edward Lockhart, Laurent Sifre, Nathalie Beauguerlange, Remi Munos, David Silver, Satinder Singh, Demis Hassabis, Karl Tuyls
    2023-01-07 ⁠— 2023-01-11

    CMPUT 455

  • Suphx: Mastering Mahjong with Deep Reinforcement Learning (2020)

    Li, Junjie, Koyamada, Sotetsu, Ye, Qiwei, Liu, Guoqing, Wang, Chao, Yang, Ruihan, Zhao, Li, Qin, Tao, Liu, Tie-Yan, Hon, Hsiao-Wuen
    2023-01-02 ⁠— 2023-01-06

    CMPUT 455

  • A Survey of Monte Carlo Tree Search Methods (2012)

    Browne, Cameron B., Powley, Edward, Whitehouse, Daniel, Lucas, Simon M., Cowling, Peter I., Rohlfshagen, Philipp, Tavener, Stephen, Perez, Diego, Samothrakis, Spyridon, Colton, Simon
    2022-12-20 ⁠— 2022-12-23

    CMPUT 455

  • Mastering Atari, Go, chess and shogi by planning with a learned model (2020)

    Schrittwieser, Julian, Antonoglou, Ioannis, Hubert, Thomas, Simonyan, Karen, Sifre, Laurent, Schmitt, Simon, Guez, Arthur, Lockhart, Edward, Hassabis, Demis, Graepel, Thore, Lillicrap, Timothy, Silver, David
    2022-12-02

    CMPUT 455

  • Mastering the game of Go without human knowledge (2017)

    Silver, David, Schrittwieser, Julian, Simonyan, Karen, Antonoglou, Ioannis, Huang, Aja, Guez, Arthur, Hubert, Thomas, Baker, Lucas, Lai, Matthew, Bolton, Adrian, Chen, Yutian, Lillicrap, Timothy, Hui, Fan, Sifre, Laurent, van den Driessche, George, Graepel, Thore, Hassabis, Demis
    2022-11-30

    CMPUT 455

  • A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play (2018)

    David Silver , Thomas Hubert , Julian Schrittwieser , Ioannis Antonoglou , Matthew Lai , Arthur Guez , Marc Lanctot , Laurent Sifre , Dharshan Kumaran , Thore Graepel , Timothy Lillicrap , Karen Simonyan , Demis Hassabis
    2022-11-30 ⁠— 2022-12-01

    CMPUT 455

  • Mastering the game of Go with deep neural networks and tree search (2016)

    Silver, David and Huang, Aja and Maddison, Chris J. and Guez, Arthur and Sifre, Laurent and van den Driessche, George and Schrittwieser, Julian and Antonoglou, Ioannis and Panneershelvam, Veda and Lanctot, Marc and Dieleman, Sander and Grewe, Dominik and Nham, John and Kalchbrenner, Nal and Sutskever, Ilya and Lillicrap, Timothy and Leach, Madeleine and Kavukcuoglu, Koray and Graepel, Thore and Hassabis, Demis
    2022-11-21

    CMPUT 455

  • Training Deep Convolutional Neural Networks to Play Go (2015)

    Clark, Christopher, Storkey, Amos
    2022-11-14

    CMPUT 455

  • Move Evaluation in Go Using Deep Convolutional Neural Networks (2014)

    Maddison, Chris J., Huang, Aja, Sutskever, Ilya, Silver, David
    2022-11-14

    CMPUT 455

  • Computing Elo Ratings of Move Patterns in the Game of Go (2007)

    Coulom, Rémi
    2022-11-13

    CMPUT 455

  • Solving Go On Small Boards (2003)

    Werf, Erik, Herik, H., Uiterwijk, Jos
    2022-11-10 ⁠— 2022-11-12

    CMPUT 455

  • A Few Useful Things to Know about Machine Learning (2012)

    Domingos, Pedro
    2022-11-06 ⁠— 2022-11-08

    CMPUT 455

  • Checkers Is Solved (2007)

    Jonathan Schaeffer , Neil Burch , Yngvi Björnsson , Akihiro Kishimoto , Martin Müller , Robert Lake , Paul Lu , Steve Sutphen
    2022-10-11

    CMPUT 455

  • Terence Tao (1984)

    M. A. (Ken) Clements
    2022-10-08 ⁠— 2022-10-09

  • Sequence logos: a new way to display consensus sequences (1990)

    Schneider, T D, Stephens, R M
    2022-09-29

    BIOIN 301

  • Reinforcement Renaissance (2016)

    Krakovsky, Marina
    2022-09-05

    CMPUT 455

  • Reward is enough (2021)

    David Silver, Satinder Singh, Doina Precup, Richard S. Sutton
    2022-07-24 ⁠— 2022-07-26

  • Loss of α-actinin-3 during human evolution provides superior cold resilience and muscle heat generation (2021)

    Victoria L. Wyckelsma, Tomas Venckunas, Peter J. Houweling, Maja Schlittler, Volker M. Lauschke, Chrystal F. Tiong, Harrison D. Wood, Niklas Ivarsson, Henrikas Paulauskas, Nerijus Eimantas, Daniel C. Andersson, Kathryn N. North, Marius Brazaitis, Håkan Westerblad
    2022-03-31

    GENET 270

  • Bi-allelic loss-of-function variants in BCAS3 cause a syndromic neurodevelopmental disorder (2021)

    Holger Hengel, Shabab B. Hannan, Sarah Dyack, Sara B. MacKay, Ulrich Schatz, Martin Fleger, Andreas Kurringer, Ghassan Balousha, Zaid Ghanim, Fowzan S. Alkuraya, Hamad Alzaidan, Hessa S. Alsaif, Tadahiro Mitani, Sevcan Bozdogan, Davut Pehlivan, James R. Lupski, Joseph J. Gleeson, Mohammadreza Dehghani, Mohammad Y.V. Mehrjardi, Elliott H. Sherr, Kendall C. Parks, Emanuela Argilli, Amber Begtrup, Hamid Galehdari, Osama Balousha, Gholamreza Shariati, Neda Mazaheri, Reza A. Malamiri, Alistair T. Pagnamenta, Helen Kingston, Siddharth Banka, Adam Jackson, Mathew Osmond, Angelika Rieß, Tobias B. Haack, Thomas Nägele, Stefanie Schuster, Stefan Hauser, Jakob Admard, Nicolas Casadei, Ana Velic, Boris Macek, Stephan Ossowski, Henry Houlden, Reza Maroofian, Ludger Schöls
    2022-03-31

    GENET 270

  • Genetic regulatory mechanisms in the synthesis of proteins (1961)

    François Jacob, Jacques Monod
    2022-03-23

    GENET 270

  • The expanding polymerase universe (2000)

    Myron F. Goodman, Brigette Tippin
    2022-03-08 ⁠— 2022-03-08

    GENET 270

  • The Bitter Lesson (2019)

    Sutton, Rich
    2022-03-01

  • CRISPR/Cas9-mediated gene editing in human tripronuclear zygotes (2015)

    Puping Liang, Yanwen Xu, Xiya Zhang, Chenhui Ding, Rui Huang, Zhen Zhang, Jie Lv, Xiaowei Xie, Yuxi Chen, Yujing Li, Ying Sun, Yaofu Bai, Zhou Songyang, Wenbin Ma, Canquan Zhou, Junjiu Huang
    2022-02-17 ⁠— 2022-02-17

    GENET 270

  • Genome engineering using the CRISPR-Cas9 system (2013)

    F Ann Ran, Patrick D Hsu, Jason Wright, Vineeta Agarwala, David A Scott, Feng Zhang
    2022-02-17 ⁠— 2022-02-17

    GENET 270

  • THE GENETIC CODE: III (1966)

    F. H. C. Crick
    2022-02-15

    GENET 270

  • THE GENETIC CODE (1962)

    F. H. C. Crick
    2022-02-15

    GENET 270

  • DNA cloning: A personal view after 40 years (2013)

    Stanley N. Cohen
    2022-02-02 ⁠— 2022-02-02

    GENET 270

  • Nucleotide Sequence Specificity of Restriction Endonucleases (1979)

    Hamilton O. Smith
    2022-01-25 ⁠— 2022-01-25

    GENET 270

  • Promotion and Limitation of Genetic Exchange (1978)

    Arber, Werner
    2022-01-20

    GENET 270

  • The fine structure of the gene (1962)

    Benzer, S
    2022-01-18 ⁠— 2022-01-18

    GENET 270

  • Building a Bacterial Virus (1967)

    William B. Wood, R. S. Edgar
    2022-01-13 ⁠— 2022-01-13

    GENET 270

  • Teaching more by lecturing less (2005)

    Knight, Jennifer K, Wood, William B
    2022-01-11

    GENET 270

  • The Genetics of a Bacterial Virus (1965)

    R. S. Edgar, R. H. Epstein
    2022-01-10

    GENET 270

  • Genetical Implications of the Structure of Deoxyribonucleic Acid (1953)

    J. D. WATSON, F. H. C. CRICK
    2022-01-06 ⁠— 2022-01-06

    GENET 270