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Abhinav Gupta
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Abhinav Gupta
@backpropper
Research Scientist @GoogleDeepMind | Agents and Code in Gemini
London, England
guabhinav.com
Joined March 2012
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  • user avatar
    Abhinav Gupta
    @backpropper
    Nov 26, 2024
    Turns out this PhD did come in handy! Officially ending the double life of wrapping up my thesis (with a Dean's List Nomination :) and starting as a Research Scientist at @GoogleDeepMind. It’s been an awesome first few months and am thrilled to work with the best minds in AI.
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  • user avatar
    Abhinav Gupta
    @backpropper
    Feb 5, 2020
    Stoked to share our work on improving sample efficiency in language learning with limited supervision and self-play, accepted at #ICLR2020 Thanks to the awesome collaborators @ryan_t_lowe @j_foerst @douwekiela Joelle Pineau Special thanks to @aggielaz for the motivation (1/4)
  • user avatar
    Abhinav Gupta
    @backpropper
    Feb 4, 2020
    Excited to announce that our work got accepted at #AAMAS2020 with camera-ready and code available now. Joint work with @cinjoncin @j_foerst @andrewdai @kchonyc. See you in NZ in May! arxiv.org/abs/1910.11424
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  • user avatar
    Abhinav Gupta
    @backpropper
    Dec 14, 2019
    It’s happening tomorrow! We have an exciting speaker lineup and panel discussion at the Emergent Communication workshop including @jacobandreas @adveisner @stefmlee @NogaZaslavsky @LanguageMIT @SchmidhuberAI. If you’re at #NeurIPS2019, come to the West building 118-120 tomorrow!
  • user avatar
    Abhinav Gupta
    @backpropper
    Dec 7, 2021
    Interested in learning more about training agents that can communicate with humans using natural language, stop by at our poster between 4.30pm-6pm GMT at Poster Session-1 (Spot B2) #NeurIPS2021 neurips.cc/virtual/2021/p… @DeepMind @NeurIPSConf
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    Abhinav Gupta
    @backpropper
    Oct 28, 2021
    Tad late to the party but excited to share our recent work on training generalizable agents that can coordinate with unseen/human partners using a dynamic population-based meta-learning approach, accepted at #NeurIPS2021 Grateful to @aggielaz and @sharky6000 for the guidance! 1/7
  • user avatar
    Abhinav Gupta
    @backpropper
    Oct 28, 2021
    Tad late to the party but excited to share our recent work on training generalizable agents that can coordinate with unseen/human partners using a dynamic population-based meta-learning approach, accepted at #NeurIPS2021 Grateful to @aggielaz and @sharky6000 for the guidance! 1/7
  • user avatar
    Abhinav Gupta
    @backpropper
    Sep 16, 2019
    Last call for submissions to Emergent Communication workshop #NeurIPS2019! Deadline extended to Sun Sep 22 midnight! Authors of selected papers get access to reserved tickets for attending the whole conference! 🤖☎️🤖
    sites.google.com
    EmeCom @ NeurIPS 2019
    When: Saturday, Dec 14 2019 9am - 6pm PT Where: West Level 1, Rooms 118-120, Vancouver Convention Center, Vancouver, BC, Canada Post questions to the panel here. Thank you for attending the workshop!...
  • user avatar
    Abhinav Gupta
    @backpropper
    Oct 28, 2019
    Glad to share our exciting work studying the capacity constraints in emergent languages with the most awesome mentors!
    user avatar
    Cinjon Resnick
    @cinjoncin
    Oct 28, 2019
    We did a research - arxiv.org/abs/1910.11424! It's about emergent languages and asks the Q: "How does the capacity of the agents bias the resulting language?" The result was surprising!
  • user avatar
    Abhinav Gupta
    @backpropper
    Aug 9, 2019
    Excited to announce the call for papers for the 3rd edition of Emergent Communication at #NeurIPS2019 with focus on natural language. Looking forward to your submissions! Deadline: Sep 15. See ya all in Vancouver!
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    Jakob Foerster
    @j_foerst
    Aug 9, 2019
    3rd edition of our #NeurIPS #Learning2Communicate workshop is now looking for submissions. This year's focus is bridging the gap between emergent communication and natural language..👩‍🦱📢🤖
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    Abhinav Gupta
    @backpropper
    Jul 26, 2021
    If you're interested in learning more about structural priors in emergent communication, @slowiika is presenting our work at #CogSci2021 underline.io/events/163/pos… tomorrow at 11.20 ET.
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    Agnieszka (Aga) Słowik
    @slowiika
    Jul 24, 2021
    Replying to @slowiika
    Poster Session 1-A-1: Structural Inductive Biases in Emergent Communication. Updated work on graph communication games with @backpropper @Mila_Quebec arxiv.org/abs/2002.01335
  • user avatar
    Abhinav Gupta
    @backpropper
    Aug 27, 2016
    Marcus Rashford proving it yet again. What a talent! #MUFC
  • user avatar
    Abhinav Gupta
    @backpropper
    May 12, 2020
    We are (virtually) presenting our work at #AAMAS2020. The video, paper, and code now available online. video link: underline.io/lecture/369-ca… paper link: ifaamas.org/Proceedings/aa… @Aamas2020C @facebookai @GoogleAI @NYUDataScience @MILAMontreal
    user avatar
    Abhinav Gupta
    @backpropper
    Feb 4, 2020
    Excited to announce that our work got accepted at #AAMAS2020 with camera-ready and code available now. Joint work with @cinjoncin @j_foerst @andrewdai @kchonyc. See you in NZ in May! arxiv.org/abs/1910.11424
  • user avatar
    Abhinav Gupta
    @backpropper
    Apr 1, 2022
    Replying to @cinjoncin @kchonyc and 3 others
    Congrats!! 🎊🍾
  • user avatar
    Abhinav Gupta
    @backpropper
    Feb 5, 2020
    Replying to @backpropper
    Camera-ready and code available now:
    arXiv logo
    arxiv.org
    On the interaction between supervision and self-play in emergent...
    A promising approach for teaching artificial agents to use natural language involves using human-in-the-loop training. However, recent work suggests that current machine learning methods are too...
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