Jacob Kahn - RankMe

40 papers A* 5A 5C 1Misc 3Journal 26

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Agentic Operator Generation for ML ASICs. CoRR Alec M. Hammond, Aram Markosyan, Aman Dontula, Simon Mahns, Zacharias V. Fisches, Dmitrii Pedchenko, Keyur Muzumdar, Natacha Supper, Mark Saroufim, Joe Isaacson, Laura Wang, Warren Hunt, Kaustubh Gondkar, Roman Levenstein, Gabriel Synnaeve, Richard Li, Jacob Kahn, Ajit Mathews
2025	J	`jnl`	CWM: An Open-Weights LLM for Research on Code Generation with World Models. CoRR FAIR CodeGen team, Jade Copet, Quentin Carbonneaux, Gal Cohen, Jonas Gehring, Jacob Kahn, Jannik Kossen, Felix Kreuk, Emily McMilin, Michel Meyer, Yuxiang Wei, David Zhang, Kunhao Zheng, Jordi Armengol-Estapé, Pedram Bashiri, Maximilian Beck, Pierre Chambon, Abhishek Charnalia, Chris Cummins, Juliette Decugis, Zacharias V. Fisches, François Fleuret, Fabian Gloeckle, Alex Gu, Michael Hassid, Daniel Haziza, Badr Youbi Idrissi, Christian Keller, Rahul Kindi, Hugh Leather, Gallil Maimon, Aram H. Markosyan, Francisco Massa, Pierre-Emmanuel Mazaré, Vegard Mella, Naila Murray, Keyur Muzumdar, Peter W. O'Hearn, Matteo Pagliardini, Dmitrii Pedchenko, Tal Remez, Volker Seeker, Marco Selvi, Oren Sultan, Sida Wang, Luca Wehrstedt, Ori Yoran, Lingming Zhang, Taco Cohen, Yossi Adi, Gabriel Synnaeve
2025	J	`jnl`	Characterizing and Efficiently Accelerating Multimodal Generation Model Inference. IEEE Micro Yejin Lee, Alicia Golden, Anna Y. Sun, Basil Hosmer, Bilge Acun, Can Balioglu, Changhan Wang, Charles David Hernandez, Christian Puhrsch, Daniel Haziza, Driss Guessous, Francisco Massa, Jacob Kahn, Jeffrey Wan, Jeremy Reizenstein, Jiaqi Zhai, Joe Isaacson, Joel Schlosser, Juan Pino, Kaushik Ram Sadagopan, Leonid Shamis, Linjian Ma, Min-Jae Hwang, Mingda Chen, Mostafa Elhoushi, Pedro Rodríguez, Ram Pasunuru, Samuel Hsia, Scott Yih, Sravya Popuri, Xing Liu, Carole-Jean Wu
2025	J	`jnl`	Efficient Hardware Scaling and Diminishing Returns in Large-Scale Training of Language Models. Trans. Mach. Learn. Res. Jared Fernandez, Luca Wehrstedt, Leonid Shamis, Mostafa Elhoushi, Kalyan Saladi, Yonatan Bisk, Emma Strubell, Jacob Kahn
2025	A*	`conf`	Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model. ICLR Chunting Zhou, Lili Yu, Arun Babu, Kushal Tirumala, Michihiro Yasunaga, Leonid Shamis, Jacob Kahn, Xuezhe Ma, Luke Zettlemoyer, Omer Levy
2024	A*	`conf`	Altogether: Image Captioning via Re-aligning Alt-text. EMNLP Hu Xu, Po-Yao Huang, Xiaoqing Ellen Tan, Ching-Feng Yeh, Jacob Kahn, Christine Jou, Gargi Ghosh, Omer Levy, Luke Zettlemoyer, Wen-tau Yih, Shang-wen Li, Saining Xie, Christoph Feichtenhofer
2024	J	`jnl`	Altogether: Image Captioning via Re-aligning Alt-text. CoRR Hu Xu, Po-Yao Huang, Xiaoqing Ellen Tan, Ching-Feng Yeh, Jacob Kahn, Christine Jou, Gargi Ghosh, Omer Levy, Luke Zettlemoyer, Wen-tau Yih, Shang-wen Li, Saining Xie, Christoph Feichtenhofer
2024	J	`jnl`	Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM. CoRR Sainbayar Sukhbaatar, Olga Golovneva, Vasu Sharma, Hu Xu, Xi Victoria Lin, Baptiste Rozière, Jacob Kahn, Daniel Li, Wen-tau Yih, Jason Weston, Xian Li
2024	J	`jnl`	Characterizing and Efficiently Accelerating Multimodal Generation Model Inference. CoRR Yejin Lee, Anna Y. Sun, Basil Hosmer, Bilge Acun, Can Balioglu, Changhan Wang, Charles David Hernandez, Christian Puhrsch, Daniel Haziza, Driss Guessous, Francisco Massa, Jacob Kahn, Jeffrey Wan, Jeremy Reizenstein, Jiaqi Zhai, Joe Isaacson, Joel Schlosser, Juan Pino, Kaushik Ram Sadagopan, Leonid Shamis, Linjian Ma, Min-Jae Hwang, Mingda Chen, Mostafa Elhoushi, Pedro Rodriguez, Ram Pasunuru, Scott Yih, Sravya Popuri, Xing Liu, Carole-Jean Wu
2024	J	`jnl`	Hardware Scaling Trends and Diminishing Returns in Large-Scale Distributed Training. CoRR Jared Fernandez, Luca Wehrstedt, Leonid Shamis, Mostafa Elhoushi, Kalyan Saladi, Yonatan Bisk, Emma Strubell, Jacob Kahn
2024	A*	`conf`	RA-DIT: Retrieval-Augmented Dual Instruction Tuning. ICLR Xi Victoria Lin, Xilun Chen, Mingda Chen, Weijia Shi, Maria Lomeli, Richard James, Pedro Rodriguez, Jacob Kahn, Gergely Szilvasy, Mike Lewis, Luke Zettlemoyer, Wen-tau Yih
2024	J	`jnl`	Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model. CoRR Chunting Zhou, Lili Yu, Arun Babu, Kushal Tirumala, Michihiro Yasunaga, Leonid Shamis, Jacob Kahn, Xuezhe Ma, Luke Zettlemoyer, Omer Levy
2023	A*	`conf`	MODeL: Memory Optimizations for Deep Learning. ICML Benoit Steiner, Mostafa Elhoushi, Jacob Kahn, James Hegarty
2023	J	`jnl`	RA-DIT: Retrieval-Augmented Dual Instruction Tuning. CoRR Xi Victoria Lin, Xilun Chen, Mingda Chen, Weijia Shi, Maria Lomeli, Rich James, Pedro Rodriguez, Jacob Kahn, Gergely Szilvasy, Mike Lewis, Luke Zettlemoyer, Scott Yih
2023	J	`jnl`	Reasoning over Public and Private Data in Retrieval-Based Systems. Trans. Assoc. Comput. Linguistics Simran Arora, Patrick S. H. Lewis, Angela Fan, Jacob Kahn, Christopher Ré
2023	A*	`conf`	The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment. EMNLP Jared Fernandez, Jacob Kahn, Clara Na, Yonatan Bisk, Emma Strubell
2023	J	`jnl`	The Framework Tax: Disparities Between Inference Efficiency in Research and Deployment. CoRR Jared Fernandez, Jacob Kahn, Clara Na, Yonatan Bisk, Emma Strubell
2023	C	`conf`	TorchAudio 2.1: Advancing Speech Recognition, Self-Supervised Learning, and Audio Processing Components for Pytorch. ASRU Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao
2023	J	`jnl`	TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch. CoRR Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao, Robin Scheibler, Samuele Cornell, Sean Kim, Stavros Petridis
2022	J	`jnl`	Flashlight: Enabling Innovation in Tools for Machine Learning. CoRR Jacob Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Y. Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2022	J	`jnl`	OLLA: Decreasing the Memory Usage of Neural Networks by Optimizing the Lifetime and Location of Arrays. CoRR Benoit Steiner, Mostafa Elhoushi, Jacob Kahn, James Hegarty
2022	J	`jnl`	Reasoning over Public and Private Data in Retrieval-Based Systems. CoRR Simran Arora, Patrick S. H. Lewis, Angela Fan, Jacob Kahn, Christopher Ré
2021	A	`conf`	Rethinking Evaluation in ASR: Are Our Models Robust Enough? Interspeech Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Paden Tomasello, Jacob Kahn, Gilad Avidov, Ronan Collobert, Gabriel Synnaeve
2021	A	`conf`	Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. Interspeech Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2021	J	`jnl`	Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. CoRR Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2021	A	`conf`	slimIPL: Language-Model-Free Iterative Pseudo-Labeling. Interspeech Tatiana Likhomanenko, Qiantong Xu, Jacob Kahn, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Differentiable Weighted Finite-State Transducers. CoRR Awni Y. Hannun, Vineel Pratap, Jacob Kahn, Wei-Ning Hsu
2020	A	`conf`	Iterative Pseudo-Labeling for Speech Recognition. INTERSPEECH Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Y. Hannun, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Iterative Pseudo-Labeling for Speech Recognition. CoRR Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Y. Hannun, Gabriel Synnaeve, Ronan Collobert
2020	Misc	`conf`	Libri-Light: A Benchmark for ASR with Limited or No Supervision. ICASSP Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux
2020	J	`jnl`	Rethinking Evaluation in ASR: Are Our Models Robust Enough? CoRR Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Paden Tomasello, Jacob Kahn, Gilad Avidov, Ronan Collobert, Gabriel Synnaeve
2020	A	`conf`	Scaling Up Online Speech Recognition Using ConvNets. INTERSPEECH Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Y. Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Scaling Up Online Speech Recognition Using ConvNets. CoRR Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Y. Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2020	Misc	`conf`	Self-Training for End-to-End Speech Recognition. ICASSP Jacob Kahn, Ann Lee, Awni Y. Hannun
2020	J	`jnl`	slimIPL: Language-Model-Free Iterative Pseudo-Labeling. CoRR Tatiana Likhomanenko, Qiantong Xu, Jacob Kahn, Gabriel Synnaeve, Ronan Collobert
2019	J	`jnl`	End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures. CoRR Gabriel Synnaeve, Qiantong Xu, Jacob Kahn, Edouard Grave, Tatiana Likhomanenko, Vineel Pratap, Anuroop Sriram, Vitaliy Liptchinsky, Ronan Collobert
2019	J	`jnl`	Libri-Light: A Benchmark for ASR with Limited or No Supervision. CoRR Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux
2019	J	`jnl`	Self-Training for End-to-End Speech Recognition. CoRR Jacob Kahn, Ann Lee, Awni Y. Hannun
2019	Misc	`conf`	Wav2Letter++: A Fast Open-source Speech Recognition System. ICASSP Vineel Pratap, Awni Y. Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert
2018	J	`jnl`	wav2letter++: The Fastest Open-source Speech Recognition System. CoRR Vineel Pratap, Awni Y. Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert