Search All 2022 Events
 

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Poster
Towards Hard-pose Virtual Try-on via 3D-aware Global Correspondence Learning
Zaiyu Huang · Hanhui Li · Zhenyu Xie · Michael Kampffmeyer · qingling Cai · Xiaodan Liang
Panel
Tue 10:45 Panel 1A-4: Hardness of Noise-Free… & Adversarially Robust Learning:…
Aravind Gollakota · Omar Montasser
Poster
Tue 9:00 Learning (Very) Simple Generative Models Is Hard
Sitan Chen · Jerry Li · Yuanzhi Li
Poster
Wed 14:00 Hardness in Markov Decision Processes: Theory and Practice
Michelangelo Conserva · Paulo Rauber
Poster
Tue 9:00 Cryptographic Hardness of Learning Halfspaces with Massart Noise
Ilias Diakonikolas · Daniel Kane · Pasin Manurangsi · Lisheng Ren
Poster
Wed 14:00 Algorithms and Hardness for Learning Linear Thresholds from Label Proportions
Rishi Saket
Poster
Tue 9:00 Hardness of Noise-Free Learning for Two-Hidden-Layer Neural Networks
Sitan Chen · Aravind Gollakota · Adam Klivans · Raghu Meka
Poster
Wed 14:00 Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity
William de Vazelhes · Hualin Zhang · Huimin Wu · Xiaotong Yuan · Bin Gu
Poster
Wed 9:00 FeLMi : Few shot Learning with hard Mixup
Aniket Roy · Anshul Shah · Ketul Shah · Prithviraj Dhar · Anoop Cherian · Rama Chellappa
Poster
Thu 9:00 Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning
HYUNWOOK KANG · Taehwan Kwon · Jinkyoo Park · James R. Morrison