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Poster
Tue 9:00 WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models
Yonatan Bitton · Nitzan Bitton Guetta · Ron Yosef · Yuval Elovici · Mohit Bansal · Gabriel Stanovsky · Roy Schwartz
Poster
Thu 9:00 Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world
Eugene Vinitsky · Nathan Lichtlé · Xiaomeng Yang · Brandon Amos · Jakob Foerster
Poster
Thu 9:00 CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
Bonifaz Stuhr · Johann Haselberger · Julian Gebele
Poster
Tue 9:00 FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning
Xiao-Yang Liu · Ziyi Xia · Jingyang Rui · Jiechao Gao · Hongyang Yang · Ming Zhu · Christina Wang · Zhaoran Wang · Jian Guo
Poster
Tenrec: A Large-scale Multipurpose Benchmark Dataset for Recommender Systems
Guanghu Yuan · Fajie Yuan · Yudong Li · Beibei Kong · Shujie Li · Lei Chen · Min Yang · Chenyun YU · Bo Hu · Zang Li · Yu Xu · Xiaohu Qie
Poster
TGEA 2.0: A Large-Scale Diagnostically Annotated Dataset with Benchmark Tasks for Text Generation of Pretrained Language Models
Huibin Ge · Xiaohu Zhao · Chuang Liu · Yulong Zeng · Qun Liu · Deyi Xiong
Poster
BLOX: Macro Neural Architecture Search Benchmark and Algorithms
Thomas Chau · Łukasz Dudziak · Hongkai Wen · Nicholas Lane · Mohamed Abdelfattah
Poster
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning
Baoyuan Wu · Hongrui Chen · Mingda Zhang · Zihao Zhu · Shaokui Wei · Danni Yuan · Chao Shen
Panel
Wed 10:30 Panel 3C-7: MineDojo: Building Open-Ended… & Avalon: A Benchmark…
Linxi Fan · Joshua Albrecht
Tutorial
Mon 5:20 The problem: currently used settings and benchmarks
Gido van de Ven
Poster
Thu 9:00 3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds
Antonio Alliegro · Francesco Cappio Borlino · Tatiana Tommasi
Poster
Wed 14:00 FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
Jean Ogier du Terrail · Samy-Safwan Ayed · Edwige Cyffers · Felix Grimberg · Chaoyang He · Regis Loeb · Paul Mangold · Tanguy Marchand · Othmane Marfoq · Erum Mushtaq · Boris Muzellec · Constantin Philippenko · Santiago Silva · Maria Teleńczuk · Shadi Albarqouni · Salman Avestimehr · Aurélien Bellet · Aymeric Dieuleveut · Martin Jaggi · Sai Praneeth Karimireddy · Marco Lorenzi · Giovanni Neglia · Marc Tommasi · Mathieu Andreux