Vedanuj Goswami

According to our database, Vedanuj Goswami authored at least 26 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

Llama 2: Open Foundation and Fine-Tuned Chat Models.

Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton-Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurélien Rodriguez, Robert Stojnic, Sergey Edunov, Thomas Scialom

CoRR, 2023

Multilingual Speech-to-Speech Translation into Multiple Target Languages.

Hongyu Gong, Ning Dong, Sravya Popuri, Vedanuj Goswami, Ann Lee, Juan Pino

CoRR, 2023

MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation.

Mohamed Anwar, Bowen Shi, Vedanuj Goswami, Wei-Ning Hsu, Juan Pino, Changhan Wang

CoRR, 2023

Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity.

Haoran Xu, Maha Elbayad, Kenton Murray, Jean Maillard, Vedanuj Goswami

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Revisiting Machine Translation for Cross-lingual Classification.

Mikel Artetxe, Vedanuj Goswami, Shruti Bhosale, Angela Fan, Luke Zettlemoyer

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Language-Aware Multilingual Machine Translation with Self-Supervised Learning.

Haoran Xu, Jean Maillard, Vedanuj Goswami

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation.

Jean Maillard, Cynthia Gao, Elahe Kalbassi, Kaushik Ram Sadagopan, Vedanuj Goswami, Philipp Koehn, Angela Fan, Francisco Guzmán

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations.

Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswami, Changhan Wang, Juan Pino, Benoît Sagot, Holger Schwenk

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Causes and Cures for Interference in Multilingual Translation.

Uri Shaham, Maha Elbayad, Vedanuj Goswami, Omer Levy, Shruti Bhosale

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

No Language Left Behind: Scaling Human-Centered Machine Translation.

Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Y. Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loïc Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang

CoRR, 2022

Tricks for Training Sparse Translation Models.

Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

FLAVA: A Foundational Language And Vision Alignment Model.

Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Human-Adversarial Visual Question Answering.

Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Wojciech Galuba, Devi Parikh, Douwe Kiela

CoRR, 2021

Only Time Can Tell: Discovering Temporal Data for Temporal Modeling.

Laura Sevilla-Lara, Shengxin Zha, Zhicheng Yan, Vedanuj Goswami, Matt Feiszli, Lorenzo Torresani

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Human-Adversarial Visual Question Answering.

Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Tristan Thrush, Wojciech Galuba, Devi Parikh, Douwe Kiela

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond.

Duy-Kien Nguyen, Vedanuj Goswami, Xinlei Chen

Proceedings of the 9th International Conference on Learning Representations, 2021

Creative Sketch Generation.

Songwei Ge, Vedanuj Goswami, Larry Zitnick, Devi Parikh

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Revisiting Modulated Convolutions for Visual Counting and Beyond.

Duy-Kien Nguyen, Vedanuj Goswami, Xinlei Chen

CoRR, 2020

Are we pretraining it right? Digging deeper into visio-linguistic pretraining.

Amanpreet Singh, Vedanuj Goswami, Devi Parikh

CoRR, 2020

The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes.

Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

The Hateful Memes Challenge: Competition Report.

Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Casey A. Fitzpatrick, Peter Bull, Greg Lipstein, Tony Nelli, Ron Zhu, Niklas Muennighoff, Riza Velioglu, Jewgeni Rose, Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis, Vlad Sandulescu, Umut Ozertem, Patrick Pantel, Lucia Specia, Devi Parikh

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Building Recommender Systems with PyTorch.

Dheevatsa Mudigere, Maxim Naumov, Joe Spisak, Geeta Chauhan, Narine Kokhlikyan, Amanpreet Singh, Vedanuj Goswami

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

12-in-1: Multi-Task Vision and Language Representation Learning.

Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Unsupervised Image-to-Video Clothing Transfer.

Albert Pumarola, Vedanuj Goswami, Francisco Vicente, Fernando De la Torre, Francesc Moreno-Noguer

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2016

Knowledge Extraction and Annotation for Cross-Domain Textual Case-Based Reasoning in Biologically Inspired Design.

Spencer Rugaber, Shruti Bhati, Vedanuj Goswami, Evangelia Spiliopoulou, Sasha Azad, Sridevi Koushik, Rishikesh Kulkarni, Mithun Kumble, Sriya Sarathy, Ashok K. Goel

Proceedings of the Case-Based Reasoning Research and Development, 2016

2015

A Grammarless Language Generation Algorithm Based on Idiotypic Artificial Immune Networks.

Vedanuj Goswami, Samir Borgohain

Proceedings of the Artificial Life and Computational Intelligence, 2015