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Notable AI Papers of 2020
Apr 6, 2021
27 videos
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1:22:52
[CIKM 2020 Best Paper] FANG: Leveraging Social Context for Fake News Detection Using Graph Representation
Min-Yen Kan
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3:20
[RecSys 2020 Best Long Paper] Progressive Layered Extraction (PLE): A Novel Multi-Task Learning (MTL) Model for Personalized Recommendations
ACM RecSys 2020
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1:05:33
Fourier Neural Operator for Parametric Partial Differential Equations (Paper Explained)
Yannic Kilcher
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2:46
[RecSys 2020 Best Short Paper] ADER Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation
ACM RecSys 2020
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7:16
Language Models are Few-Shot Learners - OpenAI GPT-3 Explained [NeurIPS 2020 Best Paper]
Two Minute Papers
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4:36
[CVPR 2020 Best Paper] Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
Shangzhe Wu
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9:52
[ECCV 2020 Best Paper Honorable Mention] NeRF: Neural Radiance Fields
BEN MILDENHALL
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6:13
[ICML 2020 Outstanding Paper Honorable Mention] Generative Pretraining from Pixels Review
DeepReader
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4:30
[ECCV 2020 Best Demo Award] Inter-Homines: Distance-based Risk Estimation for Human Safety
Matteo Fabbri
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5:31
[ECCV 2020 Best Paper] RAFT: A New Deep Network Architecture For Optical Flow
What's AI
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14:32
[ICML 2020 Best Paper Award Honorable Mention] Efficiently Sampling Functions from Gaussian Process Posteriors
James Wilson
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2:50
[ICRA 2020 Best Paper] Preference-Based Learning for Exoskeleton Gait Optimization
AMBER-Lab
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2:00
[ECCV 2020 Best Paper Honorable Mention] Towards Streaming Perception - Short Talk
Martin Li
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26:55
[ACL 2020 Best Paper] Beyond Accuracy: Behavioral Testing of NLP Models with CheckList
Henry AI Labs
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5:05
[CoRL 2020 Best Paper] Learning Latent Representations to Influence Multi-Agent Interaction
Conference on Robot Learning
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4:56
[CVPR 2020 Best Student Paper] BSP-Net: Generating Compact Meshes via Binary Space Partitioning
Zhiqin Chen
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7:23
[CVPR 2020 Best Student Paper Honorable Mention] DeepCap: Monocular Human Performance Capture Using Weak Supervision
Christian Theobalt
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2:47
[ICRA 2020 Best Paper in Cognitive Robotics] Semantic Linking Maps for Active Visual Object Search - ProgressLab @ Michigan
Zhen Zeng
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5:12
[CoRL 2020 Best Paper Presentation Award] Accelerating Reinforcement Learning with Learned Skill Priors
Conference on Robot Learning
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10:00
[ICRA 2020 Best Student Paper & Best Paper in Robot Manipulation] Design of a Roller-Based Dexterous Hand for Object Grasping and Within-Hand Manipulation
Shenli Yuan
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9:43
[ICRA 2020 Best Paper in Robot Vision]: Graduated Non-Convexity for Robust Spatial Perception: From Non-Minimal Solvers to Global Outlier Rejection
MIT SPARK Lab
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10:00
[ICRA 2020 Best Paper in Automation] Securing Industrial Operators with Collaborative Robots: Simulation and Experimental Validation for a Carpentry task
Auctus
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5:05
[CoRL 2020 Best System Paper] SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving
Conference on Robot Learning
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19:49
Google's Meena: Open Dialog systems | Daniel Adiwardana
Rasa
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45:57
[ACL 2020 Best Theme Paper] Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data
Robert Munro
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8:59
[ICRA 2020 Best Paper in Medical Robotics] Fault Tolerant Control in Shape-Changing Internal Robots
Dana Damian
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10:00
[ICRA 2020 Best Paper in Service Robotics] Active Reward Learning for Co-Robotic Vision Based Exploration
WARPLab
