Second session for the competition program at NeurIPS2020.
Machine learning competitions have grown in popularity and impact over the last decade, emerging as an effective means to advance the state of the art by posing well-structured, relevant, and challenging problems to the community at large. Motivated by a reward or merely the satisfaction of seeing their machine learning algorithm reach the top of a leaderboard, practitioners innovate, improve, and tune their approach before evaluating on a held-out dataset or environment. The competition track of NeurIPS has matured in 2020, its fourth year, with a considerable increase in both the number of challenges and the diversity of domains and topics. A total of 16 competitions are featured this year as part of the track, with 8 competitions associated to each of the two days. The list of competitions that ar part of the program are available here:
https://neurips.cc/Conferences/2020/CompetitionTrack
| Introducing EfficientQA: Open domain question answering with memory constraints as a testbed for language understanding and knowledge representations (Live oral presentation) | |
| Track winner presentations: (Live oral presentation) | |
| Showdown against trivia experts (Live competition) | |
| Predicting Generalization in Deep Learning (PGDL): Opening remark (Intro) | |
| Keynote speech: Sanjeev Arora (PGDL) (Oral presentation) | |
| Introduction to winning team (PGDL) (Intro) | |
| Winning team presentation: On Representations and Generalization (PGDL) (Oral presentation) | |
| Introduction to Runner up 1 (PGDL) (Intro) | |
| Runner up presentation: Robustness to Augmentations as a Generalization Metric (PGDL) (Oral presentation) | |
| Introduction to Runner up 2 (PGDL) (Intro) | |
| Runner up presentation: Ranking generalization via smoothness of latent graphs (PGDL) (Oral presentation) | |
| Closing remark (PGDL) (Outro) | |
| Openning and design of the INTERPRET challenge @ NeurIPS2020 (Oral presentation) | |
| Winner talks of INTERPRET challenge (Oral presentation) | |
| Analysis, research opportunities and closing of INTERPRET challenge (Oral presentation) | |
| NLC2CMD Competition Organizers: Introduction, Problem Description, CLAI (Oral presentation) | |
| NLC2CMD Competition Keynote: Tellina (Oral presentation) | |
| NLC2CMD Competition Organizers: Metrics, Data, Tracks (Live oral presentation) | |
| NLC2CMD Competition Participant Team: AINixClaiSimple (Oral presentation) | |
| NLC2CMD Competition Participant Team: coinse-team (Oral presentation) | |
| NLC2CMD Competition Participant Team: AICore (Oral presentation) | |
| NLC2CMD Competition Participant Team: magnum (Oral presentation) | |
| NLC2CMD Competition Participant Team: Hubris (Oral presentation) | |
| NLC2CMD Competition Participant Team: jb (Oral presentation) | |
| NLC2CMD Competition Organizers: Results (Live) (Outro) | |
| Introduction to AIDO (Intro) | |
| Short Scientific Talk (AIDO) (Oral presentation) | |
| Advanced Perception League (Oral presentation) | |
| Intro to Urban League (includes highlights from semifinals) (Intro) | |
| Live robot competition (LF, LFP, lFVM) (Live competition) | |
| Interviews with winners (Panel discussion) | |
| Conclusions and Wrap up (Outro) | |
| Introduction - Flatland (Intro) | |
| Flatland Competition Design & Results (Oral presentation) | |
| Winner Talks : Team An Old Driver (Oral presentation) | |
| Winner Talks : Team JBR_HSE (Oral presentation) | |
| Winner Talks : Team ai-team-flatland (Oral presentation) | |
| "Real world applications of Flatland" : Panel Discussion with SBB, DeutschBahn, SNCF (Oral presentation) | |
| Concluding Remarks (Outro) | |
| Introduction - Procgen (Intro) | |
| Introduction to the Procgen Benchmark (Oral presentation) | |
| NeurIPS 2020 Procgen Challenge Design (Oral presentation) | |
| Winner Announcements & Analysis of top submissions (Oral presentation) | |
| Sample Efficiency & Generalization in RL : An assortment of tricks (talks by top participants) (Oral presentation) | |
| Concluding Remarks (Outro) | |
| Introduction and results of the 2020 MineRL Competition (Live oral presentation) | |