Gut microbiome dynamics and predictive value in hospitalized COVID-19 patients: a comparative analysis of shallow and deep shotgun sequencing von Kopera, Katarzyna, Gromowski, Tomasz, Wydmański, Witold, Skonieczna-Żydecka, Karolina, Muszyńska, Agata, Zielińska, Kinga, Wierzbicka-Woś, Anna, Kaczmarczyk, Mariusz, Kadaj-Lipka, Roland, Cembrowska-Lech, Danuta, Januszkiewicz, Kornelia, Kotfis, Katarzyna, Witkiewicz, Wojciech, Nalewajska, Magdalena, Feret, Wiktoria, Marlicz, Wojciech, Łoniewski, Igor, Łabaj, Paweł P, Rydzewska, Grażyna, Kosciolek, Tomasz

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Expansion of a SARS-CoV-2 Delta variant with an 872 nt deletion encompassing ORF7a, ORF7b and ORF8, Poland, July to August 2021 von Mazur-Panasiuk, Natalia, Rabalski, Lukasz, Gromowski, Tomasz, Nowicki, Grzegorz, Kowalski, Michal, Wydmanski, Witold, Szulc, Piotr, Kosinski, Maciej, Gackowska, Karolina, Drweska-Matelska, Natalia, Grabowski, Jakub, Piotrowska-Mietelska, Anna, Szewczyk, Boguslaw, Bienkowska-Szewczyk, Krystyna, Swadzba, Jakub, Labaj, Pawel, Grzybek, Maciej, Pyrc, Krzysztof

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Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning von Wydmański, Witold, Szott, Szymon

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VisTabNet: Adapting Vision Transformers for Tabular Data von Wydmański, Witold, Movsum-zada, Ulvi, Tabor, Jacek, Śmieja, Marek

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HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets von Wydmański, Witold, Bulenok, Oleksii, Śmieja, Marek

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Machine Unlearning for Recommendation Systems: An Insight von Sachdeva, Bhavika, Rathee, Harshita, Sristi, Sharma, Arun, Wydmański, Witold

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HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets von Wydmański, Witold, Bulenok, Oleksii, Śmieja, Marek

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Machine Unlearning for Recommendation Systems: An Insight von Sachdeva, Bhavika, Rathee, Harshita, Sristi, Sharma, Arun, Wydmański, Witold

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Machine Unlearning for Recommendation Systems: An Insight von Sachdeva, Bhavika, Rathee, Harshita, Sristi, Sharma, Arun, Wydmański, Witold

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NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation von Dhole, Kaustubh D, Gangal, Varun, Gupta, Aadesh, Mahendiran, Abinaya, Mille, Simon, Shrivastava, Ashish, Tan, Samson, Wu, Tongshuang, Hovy, Eduard, Dusek, Ondrej, Ruder, Sebastian, Anand, Sajant, Aneja, Nagender, Barthe, Lisa, Boyle, Connor, Brun, Caroline, Cabezudo, Marco Antonio Sobrevilla, Cahyawijaya, Samuel, Chapuis, Emile, Che, Wanxiang, Choudhary, Mukund, Clauss, Christian, Colombo, Pierre, Cornell, Filip, Das, Mayukh, Dixit, Tanay, Dopierre, Thomas, Dray, Paul-Alexis, Dubey, Suchitra, Di Giovanni, Marco, Goyal, Tanya, Gupta, Rishabh, Han, Sang, Harel-Canada, Fabrice, Honore, Antoine, Jindal, Ishan, Joniak, Przemyslaw K, Kleyko, Denis, Kovatchev, Venelin, Krishna, Kalpesh, Kumar, Ashutosh, Langer, Stefan, Lee, Seungjae Ryan, Liang, Kaizhao, Liu, Zhexiong, Lukyanenko, Andrey, Marivate, Vukosi, de Melo, Gerard, Meoni, Simon, Meyer, Maxime, Mir, Afnan, Muennighoff, Niklas, Mun, Timothy Sum Hon, Murray, Kenton, Namysl, Marcin, Obedkova, Maria, Pfister, Jan, Plant, Richard, Prabhu, Vinay, Qin, Libo, Raji, Shahab, Rajpoot, Pawan Kumar, Rinberg, Roy, Roux, Claude, S, Vasconcellos P. H, Sai, Ananya B, Schmidt, Robin M, Scialom, Thomas, Sefara, Tshephisho, Shamsi, Saqib N, Shen, Xudong, Shi, Haoyue, Shi, Yiwen, Siegel, Nick, Sileo, Damien, Simon, Jamie, Singh, Chandan, Soni, Priyank, Sorensen, Taylor, Soto, William, Srivastava, Aman, Sun, Tony, Tabassum, A, Tan, Fiona Anting, Teehan, Ryan, Tiwari, Mo, Tolkiehn, Marie, Wang, Athena, Wang, Zijian, Wang, Gloria, Wang, Zijie J, Wei, Fuxuan, Wilie, Bryan, Winata, Genta Indra, Wu, Xinyi, Wydmański, Witold, Xie, Tianbao, Yaseen, Usama, Yee, Michael A, Zhang, Yue

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NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation von Gangal, Varun, Gupta, Aadesh, Mahendiran, Abinaya, Mille, Simon, Shrivastava, Ashish, Tan, Samson, Wu, Tongshuang, Choi, Jinho D, Hovy, Eduard, Dusek, Ondrej, Ruder, Sebastian, Sajant Anand, Aneja, Nagender, Rabin Banjade, Barthe, Lisa, Boyle, Connor, Brun, Caroline, Marco Antonio Sobrevilla Cabezudo, Cahyawijaya, Samuel, Chapuis, Emile, Che, Wanxiang, Choudhary, Mukund, Clauss, Christian, Colombo, Pierre, Cornell, Filip, Das, Mayukh, Dixit, Tanay, Dopierre, Thomas, Paul-Alexis Dray, Dubey, Suchitra, Marco Di Giovanni, Goyal, Tanya, Gupta, Rishabh, Hamla, Louanes, Han, Sang, Jindal, Ishan, Joniak, Przemyslaw K, Krishna, Kalpesh, Kumar, Ashutosh, Langer, Stefan, Seungjae Ryan Lee, Levinson, Corey James, Liang, Hualou, Liu, Zhexiong, Lukyanenko, Andrey, Marivate, Vukosi, de Melo, Gerard, Meoni, Simon, Meyer, Maxime, Nafise Sadat Moosavi, Muennighoff, Niklas, Timothy Sum Hon Mun, Murray, Kenton, Oli, Priti, Pasricha, Nivranshu, Pfister, Jan, Plant, Richard, Prabhu, Vinay, Pais, Vasile, Qin, Libo, Raji, Shahab, Rajpoot, Pawan Kumar, Raunak, Vikas, Roberts, Nicolas, Juan Diego Rodriguez, Roux, Claude, Vasconcellos, P H, Sai, Ananya B, Schmidt, Robin M, Scialom, Thomas, Sefara, Tshephisho, Shamsi, Saqib N, Shen, Xudong, Shi, Haoyue, Shvets, Anna, Siegel, Nick, Sileo, Damien, Simon, Jamie, Singh, Chandan, Sorensen, Taylor, Soto, William, Sun, Tony, Mukund Varma T, Tabassum, A, Tan, Fiona Anting, Teehan, Ryan, Tiwari, Mo, Tolkiehn, Marie, Wang, Athena, Wang, Zijian, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Wu, Xinyi, Wydmański, Witold, Xie, Tianbao, Yaseen, Usama, Yee, Michael A, Zhang, Jing, Zhang, Yue

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