Week Ending 1.26.2020
RESEARCH WATCH: 1.26.2020
Over the past week, 764 new papers were published in "Computer Science".
The paper discussed most in the news over the past week was "Information Leaks via Safaris Intelligent Tracking Prevention" by Artur Janc et al (Jan 2020), which was referenced 55 times, including in the article Safari’s anti-tracking protections can leak browsing and search histories in ArsTechnica. The paper author, Artur Janc (Google security engineer), was quoted saying "What you end up with is a personalized anti-tracking model baked into your browser".
Leading researcher Kyunghyun Cho (New York University) published "Navigation-Based Candidate Expansion and Pretrained Language Models for Citation Recommendation".
Over the past week, 70 new papers were published in "Computer Science - Artificial Intelligence".
The paper discussed most in the news over the past week was "Revealing Neural Network Bias to Non-Experts Through Interactive Counterfactual Examples" by Chelsea M. Myers et al (Jan 2020), which was referenced 1 time, including in the article Meet the Living Robot; PigeonBot With Real Feathers; DeepMind Introduces AlphaFold; PyTorch 1.4 Released in SyncedReview.com.
Leading researcher Devi Parikh (Georgia Institute of Technology) came out with "SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions".
Over the past week, 160 new papers were published in "Computer Science - Computer Vision and Pattern Recognition".
The paper discussed most in the news over the past week was "Machine Learning for Precipitation Nowcasting from Radar Images" by Shreya Agrawal et al (Dec 2019), which was referenced 18 times, including in the article Image-rec startup for cops, Feds can probably identify you from 3 billion pics it's scraped from Facebook, YouTube etc in The Register. The paper author, Jason Hickey (Google), was quoted saying "Since radar data is organized into images, we can pose this prediction as a computer vision problem, inferring the meteorological evolution from the sequence of input images".
Leading researcher Sergey Levine (University of California, Berkeley) published "Gradient Surgery for Multi-Task Learning".
Over the past week, 25 new papers were published in "Computer Science - Computers and Society".
The paper discussed most in the news over the past week was by a team at University of Illinois at Urbana-Champaign: "Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis" by Mang Tik Chiu et al (Jan 2020), which was referenced 1 time, including in the article New Large Aerial Image Database for Agricultural Pattern Analysis in SyncedReview.com.
This week was active for "Computer Science - Human-Computer Interaction", with 24 new papers.
The paper discussed most in the news over the past week was "Revealing Neural Network Bias to Non-Experts Through Interactive Counterfactual Examples" by Chelsea M. Myers et al (Jan 2020)
This week was active for "Computer Science - Learning", with 254 new papers.
The paper discussed most in the news over the past week was "Machine Learning for Precipitation Nowcasting from Radar Images" by Shreya Agrawal et al (Dec 2019)
Leading researcher Sergey Levine (University of California, Berkeley) came out with "Gradient Surgery for Multi-Task Learning".
Over the past week, 14 new papers were published in "Computer Science - Multiagent Systems".
Leading researcher Abhinav Gupta (Carnegie Mellon University) published "Towards Graph Representation Learning in Emergent Communication".
Over the past week, 24 new papers were published in "Computer Science - Neural and Evolutionary Computing".
This week was active for "Computer Science - Robotics", with 52 new papers.
The paper discussed most in the news over the past week was "Fast Perception, Planning, and Execution for a Robotic Butler: Wheeled Humanoid M-Hubo" by Moonyoung Lee et al (Jan 2020), which was referenced 2 times, including in the article M-Hubo: A wheeled humanoid robot to assist humans with simple daily tasks in Tech Xplore.
Leading researcher Sergey Levine (University of California, Berkeley)