publications

2025

1. PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices

   Ming Kang, Fung Fung Ting, Raphaël C-W Phan, and 1 more author

   In 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
2. Collabllm: From passive responders to active collaborators

   Shirley Wu, Michel Galley, Baolin Peng, and 7 more authors

   arXiv preprint arXiv:2502.00640, 2025

2024

1. Lion: Empowering multimodal large language model with dual-level visual knowledge

   Gongwei Chen, Leyang Shen, Rui Shao, and 2 more authors

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2. MarioBros

   Gymnasium

   2024

   mario-gif

3. 

   TRAIN A MARIO-PLAYING RL AGENT

   2024

   pytorch-ddqn

2023

1. Designing bert for convolutional networks: Sparse and hierarchical masked modeling

   Keyu Tian, Yi Jiang, Qishuai Diao, and 3 more authors

   arXiv preprint arXiv:2301.03580, 2023
2. Judging llm-as-a-judge with mt-bench and chatbot arena

   Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, and 8 more authors

   Advances in neural information processing systems, 2023
3. Kosmos-2: Grounding multimodal large language models to the world

   Zhiliang Peng, Wenhui Wang, Li Dong, and 4 more authors

   arXiv preprint arXiv:2306.14824, 2023
4. A Benchmark on Uncertainty Quantification for Deep Learning Prognostics

   Luis Basora, Arthur Viens, Manuel Arias Chao, and 1 more author

   2023

2022

1. 

   Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction

   Luca Biggio, Tommaso Bendinelli, Chetan Kulkarni, and 1 more author

   2022

2020

1. A deep reinforcement learning approach for real-time sensor-driven decision making and predictive analytics

   Erotokritos Skordilis and Ramin Moghaddass

   Computers & Industrial Engineering, 2020

   DOI

2019

1. Joint Power Allocation and Channel Assignment for NOMA With Deep Reinforcement Learning

   Chaofan He, Yang Hu, Yan Chen, and 1 more author

   IEEE Journal on Selected Areas in Communications, 2019

   DOI

2017

1. Outrageously large neural networks: The sparsely-gated mixture-of-experts layer

   Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, and 4 more authors

   arXiv preprint arXiv:1701.06538, 2017
2. On Optimal Power Allocation for Downlink Non-Orthogonal Multiple Access Systems

   Jianyue Zhu, Jiaheng Wang, Yongming Huang, and 3 more authors

   IEEE Journal on Selected Areas in Communications, 2017

   DOI

3. 

   Attention is All you Need

   Ashish Vaswani, Noam Shazeer, Niki Parmar, and 5 more authors

   2017

2015

1. 

   Deep Reinforcement Learning with Double Q-learning

   Hado Hasselt, Arthur Guez, and David Silver

   2015

   Bib

   @misc{vanhasselt2015deep,
     title = {Deep Reinforcement Learning with Double Q-learning},
     author = {van Hasselt, Hado and Guez, Arthur and Silver, David},
     year = {2015},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
   }

2. Lecture2: Markov Decision Processes

   David Silver

   2015

   Bib

   @book{david-silver-lec2,
     title = {Lecture2: Markov Decision Processes},
     author = {Silver, David},
     year = {2015},
     publisher = {David Silver}
   }

2013

1. 

   Playing Atari with Deep Reinforcement Learning

   Volodymyr Mnih, Koray Kavukcuoglu, David Silver, and 4 more authors

   2013

   Bib

   @misc{mnih2013playing,
     title = {Playing Atari with Deep Reinforcement Learning},
     author = {Mnih, Volodymyr and Kavukcuoglu, Koray and Silver, David and Graves, Alex and Antonoglou, Ioannis and Wierstra, Daan and Riedmiller, Martin},
     year = {2013},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
   }

1967

1. Vision

   

   Letters on wave mechanics

   Albert Einstein, Erwin Schrödinger, Max Planck, and 2 more authors

   1967

   Bib

   @book{przibram1967letters,
     title = {Letters on wave mechanics},
     author = {Einstein, Albert and Schrödinger, Erwin and Planck, Max and Lorentz, Hendrik Antoon and Przibram, Karl},
     year = {1967},
     publisher = {Vision},
   }

1956

1. 

   Investigations on the Theory of the Brownian Movement

   Albert Einstein

   1956

   Bib

   @book{einstein1956investigations,
     title = {Investigations on the Theory of the Brownian Movement},
     author = {Einstein, Albert},
     year = {1956},
     publisher = {Courier Corporation},
   }

1950

1. AJP

   The meaning of relativity

   Albert Einstein and AH Taub

   American Journal of Physics, 1950

   Bib

   @article{einstein1950meaning,
     title = {The meaning of relativity},
     author = {Einstein, Albert and Taub, AH},
     journal = {American Journal of Physics},
     volume = {18},
     number = {6},
     pages = {403--404},
     year = {1950},
     publisher = {American Association of Physics Teachers}
   }

1935

1. PhysRev

   Can Quantum-Mechanical Description of Physical Reality Be Considered Complete?

   A. Einstein^*†, B. Podolsky^*, and N. Rosen^*

   Phys. Rev., New Jersey. More Information can be found here , May 1935

   Abs DOI HTML PDF Video

   

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

1920

1. Relativity: the Special and General Theory

   Albert Einstein

   1920

   HTML

1905

1. Über die von der molekularkinetischen Theorie der Wärme geforderte Bewegung von in ruhenden Flüssigkeiten suspendierten Teilchen

   A. Einstein

   Annalen der physik, 1905
2. Ann. Phys.

   Un the movement of small particles suspended in statiunary liquids required by the molecular-kinetic theory 0f heat

   A. Einstein

   Ann. Phys., 1905
3. On the electrodynamics of moving bodies

   A. Einstein

   1905
4. Ann. Phys.

   Über einen die Erzeugung und Verwandlung des Lichtes betreffenden heuristischen Gesichtspunkt

   Albert Einstein

   Ann. Phys., 1905

   Nobel Prize Abs DOI Bib

   Albert Einstein receveid the Nobel Prize in Physics 1921 for his services to Theoretical Physics, and especially for his discovery of the law of the photoelectric effect

   This is the abstract text.

   @article{einstein1905photoelectriceffect,
     title = {{{\"U}ber einen die Erzeugung und Verwandlung des Lichtes betreffenden heuristischen Gesichtspunkt}},
     author = {Einstein, Albert},
     journal = {Ann. Phys.},
     volume = {322},
     number = {6},
     pages = {132--148},
     year = {1905},
     doi = {10.1002/andp.19053220607},
   }